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Antonio Eduardo de Barros Ruano. Completed the Título de Agregado in Engenharia Electrónica e Computação in 2004/04 by Universidade do Algarve, Doutoramento in PhD in Electronic Engineering in 1992 by Bangor University, Doutoramento in Ciências de Engenharia in 1993 by Universidade do Algarve, Mestrado in Mestrado em Eng. Eletrotécnica in 1989 by Universidade de Coimbra and Licenciatura in Engenharia Electrónica e Telecomunicações in 1982 by Universidade de Aveiro. Is Associate Professor in Universidade do Algarve Faculdade de Ciências e Tecnologia and Researcher in Instituto de Engenharia Mecânica Centro de Sistemas Inteligentes. Published 84 articles in journals. Has 22 section(s) of books and 3 book(s). Organized 49 event(s). Participated in 18 event(s). Supervised 5 PhD thesis(es) e co-supervised 7. Supervised 12 MSc dissertation(s) e co-supervised 6. Supervised 12 work(s) of course completion of LSc/BSc e co-supervised 3. Has received 12 awards and/or honors. Participates and/or participated as Co-Principal Investigator (Co-PI) in 9 project(s), Principal investigator in 21 project(s), Researcher in 4 project(s) and Supervisor in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics. In their professional activities interacted with 339 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Inteligência Computacional; Controlo Inteligente; Monitorização não-invasiva da carga; Gestão de energia em residências; Energia fotovoltaica; Controlo Preditivo baseado em modelos; Previsão de carga; Inteligêencia computacional; Redes neuronais artificiais; Optimização multi-critério; Terapia Ultrassónica; Modelação neuronal de biosinais; Processamento inteligente de sinais; Hipertermia; Sistemas AVAC; Redes Neuronais e sistemas neuro-difusos; Eficiência de energia em edifícios; Algoritmos evolutivos; Robotic manipulators; Configuration space; Neural networks; Off-line programming; Neural Networks; Greenhouse Environmental Control; Modelling; Radial Basis; Non-invasive temperature estimation; Multi-objective genetic algorithms; Controlo automático; Redes neuronais; Sistemas fuzzy; Programação genética; Algoritmo bacteriano; 681.5; Constructive algorithms; B-splines; Genetic programming; Bacterial evolutionary algorithm; Fuzzy rule base; Temperature prediction; Multi-objective genetic algorithm; Radial basis function networks; Black-box models; Rradial basis functions neural networks; Bacterial Memetic Algorithm; Fuzzy Flip-Flop; Levenberg-Marquardt method; Neural Network; Laser range finder; Kalman Filter; Hough Transform; Object Tracking; Programação bacteriana; Assessment; Internet; WWW; Teaching; Neural network; Bacterial algoritm; Memetic algorithm; Quadratic 0-1 programming; Branch and Bound algorithms; Parallel numerical algorithms; Autonomous mobile robots; Detection algorithms; Neuro-fuzzy systems; Radial Basis Functions; Prediction; Condition monitoring; Identification; Control charts; Optimização de Rotas de Veículos; Métodos Heurísticos; Algoritmos Genéticos; Branch and bound algorithms; Parallel numerical algotithms; Temperature profiles; Temperature control; Neural networks-models; Radial base function networks; Multiobjective optimisation; Seismic detector; Support vector machines; Spectrogram; Nonlinear models; Fuzzy modeling; Greenhouse environmental control; Multiprogramming; Parallel Algorithms; Multiprocessing Systems; Digital Signal Processors; PID autotuning; Genetic algorithms; Adaptive systems; Ultrasound therapy; Multilayered media; Artificial neural networks; Soft-computing methods; Backscattered ultrasound; Neural-networks; Algorithm; Energy; Bacterial algorithm; Gas-turbine engines; Nonlinear system identification; Applications; Greenhouses; System identification; Climate control; Real time syst
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Identification

Personal identification

Full name
Antonio Eduardo de Barros Ruano

Citation names

  • Ruano, A. E.

Author identifiers

Ciência ID
D213-31E3-4768
ORCID iD
0000-0002-6308-8666
Google Scholar ID
wrYUbVgAAAAJ&hl
Researcher Id
B-4135-2008
Scopus Author Id
7004284159

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Spanish; Castilian Intermediate (B1) Beginner (A1) Beginner (A1) Intermediate (B1)
Education
Degree Classification
2004/04
Concluded
 Engenharia Electrónica e Computação (Título de Agregado)
Universidade do Algarve, Portugal
"Relatório de Unidade Curricular: Redes Neuronais e Sistemas Difusos Lição de Síntese: Identificação de Sistemas com Técnicas de Soft-Computing" (THESIS/DISSERTATION)
 Unanimidade
1993
Concluded
 Ciências de Engenharia (Doutoramento)
Major in Outra:Engenharia Electrotécnica
Universidade do Algarve, Portugal
"Applications of Neural Networks to Control Systems" (THESIS/DISSERTATION)
1989 - 1992
Concluded
 PhD in Electronic Engineering (Doutoramento)
Bangor University, United Kingdom
"Applications of Neural Networks to Control Systems." (THESIS/DISSERTATION)
 Aprovado
1987 - 1989
Concluded
 Mestrado em Eng. Eletrotécnica (Mestrado)
Universidade de Coimbra, Portugal
"Um Executivo de Tempo Real para Controlo de Processos" (THESIS/DISSERTATION)
 Muito Bom (Unanimidade)
1977 - 1982
Concluded
 Engenharia Electrónica e Telecomunicações (Licenciatura)
Universidade de Aveiro, Portugal
 16
Affiliation

Science

Category
Host institution 		Employer
2011/01 - Current Researcher (Research) Instituto de Engenharia Mecânica Centro de Sistemas Inteligentes, Portugal
2014/04/01 - 2023/04 Coordinating Researcher (Research) Universidade do Algarve Centro de Investigação Tecnológica do Algarve, Portugal
Universidade do Algarve Centro de Investigação Tecnológica do Algarve, Portugal
2003 - 2011 Coordinating Researcher (Research) Centro de Sistemas Inteligentes, UALg, Portugal
Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2004/09/01 - Current Associate Professor (University Teacher) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2016 - 2019 Associate Professor (University Teacher) Universidade do Algarve, Portugal
2013 - 2016 Associate Professor (University Teacher) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2001/04 - 2004/09 Associate Professor (University Teacher) Universidade do Algarve, Portugal
1996/04 - 2001/04 Associate Professor (University Teacher) Universidade do Algarve, Portugal
1993/04 - 1996/03 Assistant Professor (University Teacher) Universidade do Algarve, Portugal
1992/10/01 - 1993/04/30 Invited Assistant Professor (University Teacher) Universidade do Algarve, Portugal
1986/10 - 1992/09 Assistant (University Teacher) Universidade de Aveiro, Portugal
1982/11 - 1986/09 Trainee Assistant (University Teacher) Universidade de Aveiro, Portugal
1981/04/01 - 1982/08/31 Tutor (University Teacher) Universidade de Aveiro, Portugal

Positions / Appointments

Category
Host institution 		Employer
2020/09 - 2023/01 Membro da Comissão de Curso do Programa de Doutoramento em Engenharia Eletrónica e Telecomunicações Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2019/09 - 2023/01 Diretor do Mestrado em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2019/09 - 2023/01 Diretor do Programa de Doutoramento em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2019/09/01 - 2021/08/31 Diretor do Mestrado em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2019/09/01 - 2021/08/31 Diretor do Programa de Doutoramento em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2019/07 - 2021/06 Membro eleito do Conselho Científico Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2009/01 - 2019/09 Membro da Comissão de Curso do Programa de Doutoramento em Engenharia Eletrónica e Telecomunicações Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2016 - 2018 Conselho geral ou orgão correspondente Universidade do Algarve, Portugal
2014/02 - 2016/09 Vice-Diretor do Mestrado em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2013/12 - 2016/01 Pró-Rector (tutelava os Serviços de Informática da UALg) Universidade do Algarve, Portugal
2012/11 - 2014/01 Diretor do Mestrado em Energias Renováveis e Gestão de Energia Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2012/04 - 2014/01 Diretor do Mestrado em Engenharia Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2009/09 - 2011/07 Membro eleito do Conselho Científico Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2007/07 - 2011/07 Diretor do Mestrado Integrado em Engenharia Eletrónica e Telecomunicações Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2006/09 - 2008/01 Diretor do Departamento de Engenharia Eletrónica e Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2003/06 - 2004/09 Presidente da Comissão Científica da Área Departamental de Eng. Eletrónica e Computação Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2003/02 - 2004/09 President of the Scientific Council Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2003/02 - 2004/09 Membro eleito do Senado Universitário Universidade do Algarve, Portugal
2002/02 - 2003/02 Membro doutorado eleito da Assembleia de Representantes, Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1998/01 - 2000/02 Diretor do Departamento de Engenharia Electrónica e Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1996/12 - 1998/11 Organic Unit Director Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1996/06 - 1998/11 Membro (eleito e por inerência) do Senado Universitário Universidade do Algarve, Portugal
1996/12 - 1997/12 Diretor do Departamento de Engenharia Eletrónica e Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1995/10 - 1996/04 Diretor do Departamento de Engenharia Electrónica e Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1994/07 - 1995/07 Organic Unit Sub-director Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1993/02 - 1995/07 Membro doutorado eleito do Conselho Pedagógico Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1993/04 - 1995/02 Diretor do Departamento de Engenharia Electrónica e Informática Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
Projects

Contract

Designation Funders
2021/01/01 - 2025/12/31 Laboratório Associado em Energia, Transportes e Aeroespacial
LA/P/0079/2020
10.54499/UIDB/50022/2020
10.54499/UIDP/50022/2020
Instituto de Engenharia Mecânica, Portugal

Universidade da Beira Interior, Portugal

Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Portugal

Associated Laboratory for Energy Transports and Aeronautics, Portugal

Associação para o Desenvolvimento da Aerodinâmica Industrial, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2020/01/01 - 2023/12/31 Associate Laboratory of Energy, Transports and Aeronautics
UIDB/50022/2020
10.54499/UIDB/50022/2020
Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Portugal

Associated Laboratory for Energy Transports and Aeronautics, Portugal

Associação para o Desenvolvimento da Aerodinâmica Industrial, Portugal

Instituto de Engenharia Mecânica, Portugal

Universidade da Beira Interior, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2021/04 - 2023/09 Promovendo comunidades de energia: de sistemas de gestão de energia residenciais a agregadores inteligentes de energia - HEMS2IEA
72581 - F1 -SAICT
72581
Principal investigator
CRESC 2020
Concluded
2019/03/01 - 2022/09/28 Monitorização não-invasiva da carga aplicada à gestão inteligente de energia em residências.
SAICT-ALG/39578/2018
Principal investigator
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2018/01/01 - 2021/12/31 DITECROD - NUEVAS VÍAS NO-INVASIVAS DE DIAGNOSTICO TEMPRANO EN ENFERMEDADES CRÓNICAS Y DEGENERATIVAS
CYTED DITECROD (Ref. 218RT0545)
Co-Principal Investigator (Co-PI)
Concluded
2015/01 - 2015/12 Prediction of the Energy Consumption of CIESOL Building (MEETINROOM)
SFERA II
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2012/12 - 2015/06 Controlo Inteligente de Sistemas de Climatização em Edifícios - CISCE
QREN SI&DT 38798
Principal investigator
Universidade do Algarve, Portugal
Concluded
2014/03 - 2015/02 A sparse coding hierarchy for realtime object recognition in complex scenes
135007
Provided by PTCRIS: 135007
EXPL/EEI-SII/1982/2013
Researcher
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2011/04/04 - 2014/11/03 Previsão do perfil de consumo de energia eléctrica por métodos de inteligência computacional
PTDC/SEN-ENR/115974/2009
PTDC/SENENR/115974/2009
Researcher
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2009/01 - 2012/12 European Marie-Curie Re-integration Grant
ERG 239451
Supervisor
Universidade do Algarve, Portugal
Concluded
2012/05/01 - 2012/07/31 DESENHO DE MODELOS BASEADOS EM REDES NEURONAS E SISTEMAS DIFUSOS
SFRH/BSAB/1229/2012
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2007/01 - 2011/12 Desarollo de Sistemas Ultrasónicos y Computaionales para diagnóstico cardiovascular (SUCoDiC)
CYTED
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2007/11 - 2011/10 ICACE - International Cooperation in Ambient Computing Education
EIM-136413
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2007/12/26 - 2011/09/30 Utilização Inteligente de Energia em Edifícios Públicos
PTDC/ENR/73345/2006
Principal investigator
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2008/01 - 2009/12 Advanced Model Identification
4.1.1. OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2008/09 - 2009/09 Implementation of electricity demand predictive models
REN09-09
Principal investigator
Concluded
2007/09 - 2008/10 Promoção do Sucesso Escolar e Combate ao Abandono e ao Insucesso no Ensino Superior
POCI-2010
Principal investigator
Universidade do Algarve, Portugal
Concluded
2005/06/15 - 2008/06/14 Sistemas ultrassónicos de hipertermia: Optimização inteligente HUSIO
POSC/EEA-SRI/61809/2004
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2005/10 - 2008/06 BioSensIntg (Metodos de Procesamiento Avançado e Inteligencia Artificial en Sistemas Sensores y Biosensores)
Alfa II - II-0486-FC-FA-FCD-FI
Principal investigator
Universidade do Algarve, Portugal
Concluded
2005/07 - 2008/06 Hypertermia Ultrasonic Systems: Intelligent Optimization
FCT POSC/EEA-SRI/61809/2004
Researcher
Universidade do Algarve, Portugal
Concluded
2006/01 - 2007/12 Complex Soft Computing Model Identification Techniques
4.1.1. OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2003/11 - 2007/10 International Cooperation using Educational Technology in Graduate Studies in Computer Science and Technology
EU-US U8041
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2003/08 - 2006/12 Formación de patrones ultrasónicos eficaces para terapia segura mediante control de radiación pulsada distribuida y detección precisa de sus efectos (Pulsets)
CYTED 490.013/03-1
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2004/01 - 2005/12 Soft Computing approaches to reduce computational complexity of system models and evaluation algorithms
423/OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2004/01 - 2005/12 Model Generation with Reduced Complexity and Sufficient Approximation Accuracy by Soft Computing Approaches
4.1.1. OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2004/01 - 2005/12 Soft Computing Approaches to Improve Model Based Intelligent Adaptive and Associative Signal Processing
4.1.1. OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2004/04 - 2005/01 Tele-Experimentação de Técnicas de Monitorização via Internet com Aplicações em Agricultura e Energia Solar (TeleAgriSol)
Inovalgarve 04-02)
Principal investigator
Universidade do Algarve, Portugal
Concluded
2001/01 - 2005/01 Aplicação de Técnicas de Soft-Computing ao Controlo Ambiental de Estufas Hidropónicas de Produção Vegetal
Praxis/FCT MGS/33906/99
Principal investigator
Universidade do Algarve, Portugal
Concluded
2002/11 - 2004/11 Estudo da utilização de energia solar nas escolas básicas e secundárias da região do Algarve
Inovalgarve 03-02
Principal investigator
Universidade do Algarve, Portugal
Concluded
2001/08 - 2004/07 Intelligent adaptive condition monitoring of gas turbines based on Markov modelling
Intas 00-0757
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
2002/01 - 2003/12 Automatic Design of Neural, Fuzzy and Neuro-Fuzzy Models using Multi-Objective Genetic Programming and Clustering Techniques
4.1.1. OMFB
Principal investigator
Universidade do Algarve, Portugal
Concluded
2000/11 - 2003/10 Sintonia Automática de Controladores PID utilizando Redes Neuronais e Algoritmos Genéticos
Praxis /P/EEI/12149/1998
Principal investigator
Universidade do Algarve, Portugal
Concluded
2000/01 - 2001/12 New water reclamation policies for the minimisation of the environmental impact of industrial effluents: A condition monitoring and control solution
Jnict/British Council Acção nº 44/00
Principal investigator
Universidade do Algarve, Portugal
Concluded
1998/04 - 2001/09 GIPSECA: A Generic Interactive Package for Systems Engineering Courses and Applications
ESPRIT 961852
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal
Concluded
1997/01 - 1999/12 Intcom: Upgrading the Hungarian Higher Education of Intelligent Systems in Control and Measurement
S_JEP-12555-97
Researcher
Universidade do Algarve, Portugal
Concluded
1996/01 - 1997/12 Sintonia Automática de Controladores PID usando Redes Neuronais,
SACPRN
Principal investigator
Universidade do Algarve, Portugal
Concluded
1996/01 - 1997/12 Real-Time Control Algorithms in Heterogeneous Parallel Processing Architectures
Jnict/British Council
Principal investigator
Universidade do Algarve, Portugal
Concluded
1994/01 - 1995/12 Sintonia Automática de Controladores PID usando Redes Neuronais
SACPRN
Principal investigator
Universidade do Algarve, Portugal
Concluded
Outputs

Publications

Book
  1. Leva, A.; Cox, C.; Ruano, A. E.. Hands-on PID autotuning: a guide to better utilisation. Austria, Austria: IFAC. 2002.
    Published
Book chapter
  1. A. Ruano; K. Bot; M. Graça Ruano. "Home Energy Management System in an Algarve Residence. First Results". 332-341. Springer International Publishing, 2021.
    10.1007/978-3-030-58653-9_32
  2. Ruano, António; Bot, Karol; Ruano, Maria da Graça. "The Impact of Occupants in Thermal Comfort and Energy Efficiency in Buildings". In Occupant Behaviour in Buildings: Advances and Challenges, 101-137. BENTHAM SCIENCE PUBLISHERS, 2021.
    10.2174/9781681088327121060006
  3. Laouali, Inoussa Habou; Qassemi, Hamid; Marzouq, Manal; Ruano, Antonio; Dosse, Saad Bennani; El Fadili, Hakim. "A Non Linear Autoregressive Neural Network Model for Forecasting Appliance Power Consumption". In Lecture Notes in Electrical Engineering, 759-768. Springer Singapore, 2021.
    10.1007/978-981-33-6893-4_69
  4. Ruano, Antonio; Qassemi, Hamid; Habou Laouali, Inoussa; Marzouq, Manal; Fadili, Hakim El; Dosse, Saad Bennani. "A Model-Based Predictive Control Approach for Home Energy Management Systems. First Results". In Lecture Notes in Electrical Engineering, 735-747. Springer Singapore, 2021.
    10.1007/978-981-33-6893-4_67
  5. Karol Bot; Antonio Ruano; Maria da Graça Ruano. "Forecasting Electricity Consumption in Residential Buildings for Home Energy Management Systems". 313-326. Springer International Publishing, 2020.
    10.1007/978-3-030-50146-4_24
  6. Khosravani, H.; Ruano, A.; Ferreira, P.M.. "A new convex hull, sliding window based online adaptation method for fixed-structure radial basis function neural networks". In Trends in Mathematics and Computational Intelligence, Studies in Computational Intelligence, 103-112. 2019.
    10.1007/978-3-030-00485-9_12
  7. Ruano, Maria G.; Fazel, Amir Sadat; Martín, Ana Jiménez; Ruano, António; Domínguez, Juan Jesús García. "Pulse Transition Time Method for Unobtrusive Blood Pressure Estimation". In XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, 1477-1484. Springer International Publishing, 2019.
    10.1007/978-3-030-31635-8_183
  8. Ruano, Maria G.; Fazel, Amir Sadat; Martín, Ana Jiménez; Ruano, A. E.; Domínguez, Juan Jesús García. "Pulse Transition Time Method for Unobtrusive Blood Pressure Estimation". In XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, 1477-1484. Springer International Publishing, 2019.
    10.1007/978-3-030-31635-8_183
  9. Ruano, Maria Graça; Ruano, António E.; Ruano, M.G.; Ruano, A.E.. "On the Use of Artificial Neural Networks for Biomedical Applications". In Soft Computing Applications, 433-451. Berlin, Heidelberg, Hungary: Springer Berlin Heidelberg, 2013.
    Published • 10.1007/978-3-642-33941-7_40
  10. Cabrita, Cristiano L.; Ruano, António E.; Ferreira, Pedro M.; Kóczy, László T.; Cabrita, C.L.; Ruano, A.E.; Ferreira, P.M.; Kóczy, L.T.. "Exploiting the Functional Training Approach in Takagi-Sugeno Neuro-fuzzy Systems". In Soft Computing Applications, 543-559. Berlin, Heidelberg, Hungary: Springer Berlin Heidelberg, 2013.
    Published • 10.1007/978-3-642-33941-7_48
  11. Madureira, G.; Ruano, A.E.; Ruano, M.G.. "On-line operation of an intelligent seismic detector". In Soft Computing Applications, 531-542. 2013.
    10.1007/978-3-642-33941-7-47
  12. Ferreira, Pedro M.; Ruano, António E.. "Evolutionary Multiobjective Neural Network Models Identification: Evolving Task-Optimised Models". In New Advances in Intelligent Signal Processing, 21-53. Berlin, Heidelberg, United Kingdom: Springer Berlin Heidelberg, 2011.
    Published • 10.1007/978-3-642-11739-8_2
  13. Ribeiro, L; Ruano, A. E.; Ruano, M. G.; Ferreira, P.M.. "Diagnóstico de CVA Isquémicos Asistido por Redes Neuronales Mediante la Exploración por CT". In Métodos de Procesamiento Avanzado e Inteligência Artificial en Sistemas Sensores y Biosensores, 415-424. Barcelona, España, Mexico: Editorial Reverté, S.A, 2009.
    Published
  14. Teixeira, C. A.; Pereira, W.C.A.; Ruano, M. G.; Ruano, A.E.. "Métodos de Soft Computing para la Estimación no Invasiva de la Temperatura en Medios Multicapa Empleando Ultrasonido Retrodisperso". In Métodos de Procesamiento Avanzado e Inteligência Artificial en Sistemas Sensores y Biosensores, 445-462. Barcelona, España, Mexico: Editorial Reverté, S.A., 2009.
    Published
  15. Ruano, A. E.; Crispim, E. M.; Frazão, P. M.. "MOGA Design of Neural Network Predictors of Inside Temperature in Public Buildings". In Soft Computing Based Modeling in Intelligent Systems, 35-61. Berlin, Heidelberg, Germany: Springer Berlin Heidelberg, 2009.
    Published • 10.1007/978-3-642-00448-3_3
  16. Teixeira, C. A.; Graça Ruano, M.; Ruano, A. E.; Pereira, W. C. A.; Teixeira, C.A.; Ruano, A.E.; Pereira, W.C.A.. "Non-invasive tissue temperature evaluation during application of therapeutic ultrasound: precise time-spatial non-linear modelling". In World Congress on Medical Physics and Biomedical Engineering 2006, 69-72. Berlin, Heidelberg, United Kingdom: Springer Berlin Heidelberg, 2007.
    Published • 10.1007/978-3-540-36841-0_25
  17. Ruano, A. E.; Ferreira, P.M.; Fonseca, C. M.; Ruano, A.E.; Fonseca, C.M.. "An Overview of Nonlinear Identification and Control with Neural Networks.". In Intelligent Control Systems using Computational Intelligence Techniques, 37-87. London, United Kingdom: Institution of Electrical Engineers, 2005.
    Published • 10.1049/PBCE070E_ch2
  18. Teixeira, C. A.; Pereira, W. C. A.; Ruano, A. E.; Ruano, M. Graça. "Multi-objective genetic algorithm applied to the structure selection of RBFNN temperature estimators". In Adaptive and Natural Computing Algorithms, 506-509. Vienna, Portugal: Springer-Verlag, 2005.
    Published • 10.1007/3-211-27389-1_122
  19. Koczy, L.T.; Botzheim, J.; Ruano, A. E.; Gedeon, Tamas D.; Chong, A.; Gedeon, T. D.. "Fuzzy Rule Extraction from Input/output Data.". In Machine Intelligence: Quo Vadis?, 199-216. Singapore, Singapore: World Scientific, 2004.
    Published
  20. Ruano, A.E.B.. "Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem". In Artificial Neural Nets Problem Solving Methods, 457-464. Berlin, Heidelberg, Germany: Springer Berlin Heidelberg, 2003.
    Published • 10.1007/3-540-44869-1_58
  21. Schutz, G.; Pires, F. M.; Ruano, A. E.; Ruano, Antonio. "Estudo das rotas de recolha de resíduos sólidos na região rural de Faro". In Casos de Investigação Operacional, 148-167. Portugal, Portugal: McGraw-Hill, 2000.
    Published
  22. Ruano, A.E.B.. "Recent Developments in Neural Network PID Autotuning". In H, 27-38. The Netherlands, Netherlands: Kluwer Academic Publishing, 1999.
    Published
Conference abstract
  1. Ruano, Antonio Eduardo de Barros; Crispim, E.M.; Ruano, Antonio; Crispim, E. M.. "Controlo Inteligente de Sistemas AVAC - Tendências Actuais". Paper presented in Conferência sobre Edifícios Eficientes, Faro, 2008.
    Published
  2. Ruano, A. E.; Ruano, Antonio. "Learning Control Systems". Paper presented in Cosy Workshop, Ohrid, 1998.
    Published
  3. Martins, L.; Arsenio, L.; Ruano, A. E.; Ruano, Antonio. "Web-based Learning: A Complementary Approach to Standard Teachnig Schemes.". Paper presented in Symposium on Intelligent Systems in Control and Measurement (Intcom’98), Miskolc, 1998.
    Published
  4. Ruano, A. E.. "New methods for PID autotuning". Paper presented in Cosy Workshop., Coimbra, 1997.
    Published
Conference paper
  1. Laouali, Inoussa Habou; Ruano, Antonio; da Graca Ruano, Maria; Bennani, Saad Dosse; Fadili, Hakim El. "MOGA designed neural networks for non-intrusive load monitoring". Paper presented in 2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY), 2022.
    Published • 10.1109/sisy56759.2022.10036183
  2. Laouali, Inoussa Habou; Qassemi, Hamid; Marzouq, Manal; Ruano, Antonio; Bennani, Saad Dosse; El Fadili, Hakim. "A Survey On Computational Intelligence Techniques For Non Intrusive Load Monitoring". 2020.
    10.1109/icecocs50124.2020.9314383
  3. TALLÓN-BALLESTEROS, A.; Ruano, Antonio Eduardo de Barros. "DATA SELECTION TO IMPROVE SAMPLES QUALITY AND TO OVERCOME THE CURRENT PREDICTIONS". Paper presented in 3rd International Conference on Numerical and Symbolic Computation (SYMCOMP 2017), Guimarâes, 2017.
    Published
  4. Kianimajd, A.; Ruano, M.G.; Henriques, J.; Rocha, T.; Ruano, A.E.. "Analysis of PAM Clustering Accuracy for Cardiac Signals Classification". Paper presented in 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, 2017.
    Published
  5. Khosravani, H.; Ruano, A.E.; Ferreira, P.M.. "Online Adaptation Method for Fixed-Structure Radial Basis Function Neural Networks". Paper presented in 9th European Symposium on Computational Intelligence and Mathematics, Faro, 2017.
    Published
  6. Ruano, A.E.; Harkat, H.; Bennani, S. D.. "GPR hyperbolas classification using a multi-objective genetic approach". Paper presented in 9th European Symposium on Computational Intelligence and Mathematics (ESCIM 2017), Faro, 2017.
    Published
  7. Alamin, Y. I.; Castilla, M.; Alvarez, J. D.; Ruano, Antonio; Perez, M.. "Mathematical modelling of the electric load profile of a low energy laboratory building in Spain". 2017.
    10.18086/eurosun.2016.01.20
  8. Ruano, Antonio Eduardo de Barros; Ferreira, P.M.; Duarte, Helder; Silva, Sergio; Graça Ruano, M.. "Self-Powered Wireless Sensor Network Designed for Energy Saving in HVAC Systems". Paper presented in The 2016 World Congress in Computer Science, Computer Engineering, & Applied Computing (The 2016 International Conference on Wireless Networks - ICWN'16), Las Vegas, 2016.
    Published
  9. Ruano, M.G.; Hajimani, E.; Ruano, A. E.. "A Radial Basis Function classifier for the automatic diagnosis of Cerebral Vascular Accidents". Paper presented in 2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE), Madrid, Spain, 2016.
    Published • 10.1109/GMEPE-PAHCE.2016.7504656
  10. Ruano, M. G.; Ruano, A. E.. "Towards ultrasound hyperthermia safe treatments using computational intelligence techniques". Paper presented in 2016 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Benevento, Italy, 2016.
    Published • 10.1109/MeMeA.2016.7533814
  11. Hajimani, Elmira; Ruano, M. G.; Ruano, A. E.. "MOGA design for neural networks based system for automatic diagnosis of Cerebral Vascular Accidents". Paper presented in 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP), Siena, Italy, 2015.
    Published • 10.1109/WISP.2015.7139170
  12. Ruano, A. E.; Mestre, G.; Duarte, H.; Silva, S.; Pesteh, S.; Khosravani, H.; Ferreira, P. M.; Horta, R.. "A neural-network based intelligent weather station". Paper presented in 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP), Siena, Italy, 2015.
    Published • 10.1109/WISP.2015.7139169
  13. Ruano, A. E.; Silva, S.; Pesteh, S.; Ferreira, P. M.; Duarte, H.; Mestre, G.; Khosravani, H.; Horta, R.. "Improving a neural networks based HVAC predictive control approach". Paper presented in 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP), Siena, Italy, 2015.
    Published • 10.1109/WISP.2015.7139168
  14. Hajimani, E.; Ruano, A. E.; Ruano, M. Graca; Hajimani, Elmira; Ruano, M. G.. "The Effect of Symmetry Features on Cerebral Vascular Accident Detection Accuracy". Paper presented in 21st Edition of the Portuguese Conference on Pattern Recognition, Faro, Portugal, 2015.
    Published
  15. Ruano, A.E.; Ge, S.S.; Guerra, T.M.; Lewis, F.L.; Principe, J.C.; Colnaric, M.. "Computational intelligence in control". 2014.
  16. Ruano, A.E.; Ferreira, P.M.. "Neural network based HVAC predictive control". 2014.
  17. Ferreira, P.M.; Cuambe, D. I.; Ruano, A. E.; Pestana, Rui. "Forecasting the Portuguese Electricity Consumption Using Least-Squares Support Vector Machines". Paper presented in Intelligent Control and Automation Science, Chengdu, 2013.
    Published • 10.3182/20130902-3-CN-3020.00138
  18. Ruano, A. E.; Madureira, G.; Barros, O.; Khosravani, H.R.; Ruano, M.G.; Ferreira, P.M.. "A Support Vector Machine Seismic Detector for Early-Warning Applications". Paper presented in Intelligent Control and Automation Science, Chengdu, 2013.
    Published • 10.3182/20130902-3-CN-3020.00082
  19. Khosravani, Hamid R.; Ruano, Antonio E; Ferreira, Pedro M.. "A simple algorithm for convex hull determination in high dimensions". Paper presented in 2013 IEEE International Symposium on Intelligent Signal Processing (WISP), Funchal, Portugal, 2013.
    Published • 10.1109/WISP.2013.6657492
  20. Hajimani, Elmira; Ruano, Carina A.; Ruano, M. Graca; Ruano, Antonio E. "A software tool for intelligent CVA diagnosis by cerebral computerized tomography". Paper presented in 2013 IEEE International Symposium on Intelligent Signal Processing (WISP), Funchal, Portugal, 2013.
    Published • 10.1109/WISP.2013.6657491
  21. Madureira, G.; Ruano, Antonio; Ruano, M. Graça. "On-line operation of an intelligent seismic detector". 2013.
    http://dx.doi.org/10.1007/978-3-642-33941-7-47
  22. Ruano, A. E.; Cabrita, C.; Ferreira, P.M.; Koczy, L.T.; Cabrita, Cristiano L.; Ruano, Antonio E; Ferreira, Pedro M.. "Exploiting the Functional Training Approach in B-Splines". Paper presented in Embedded Systems, Computational Intelligence and Telematics in Control, Wurzburg, 2012.
    Published • 10.3182/20120403-3-DE-3010.00070
  23. Cabrita, Cristiano L.; Ruano, Antonio E.; Ferreira, Pedro M.; Koczy, Laszlo T.. "Extending the functional training approach for B-splines". Paper presented in 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane), Brisbane, Australia, 2012.
    Published • 10.1109/IJCNN.2012.6252741
  24. Ferreira, Pedro M.; Silva, Sergio M.; Ruano, Antonio E.. "Energy savings in HVAC systems using discrete model-based predictive control". Paper presented in 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane), Brisbane, Australia, 2012.
    Published • 10.1109/IJCNN.2012.6252538
  25. Ferreira, Pedro M.; Silva, Sergio M.; Ruano, Antonio E.; Negrier, Aldric T.; Conceicao, Eusebio Z.E.. "Neural network PMV estimation for model-based predictive control of HVAC systems". Paper presented in 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane), Brisbane, Australia, 2012.
    Published • 10.1109/IJCNN.2012.6252365
  26. Ferreira, P.M.; Silva, S.M.; Ruano, A.E.. "Model based predictive control of HVAC systems for human thermal comfort and energy consumption minimisation". 2012.
    10.3182/20120403-3-DE-3010.00085
  27. Ruano, Antonio E; Cabrita, Cristiano L.; Ferreira, Pedro M.. "Towards a more analytical training of neural networks and neuro-fuzzy systems". Paper presented in 2011 IEEE 7th International Symposium on Intelligent Signal Processing - (WISP 2011), Floriana, Malta, 2011.
    Published • 10.1109/WISP.2011.6051695
  28. Ruano, Antonio Eduardo de Barros; Madureira, Guilherme; Ruano, Antonio; Madureira, G.. "Active Learning in the Detection of Seismic Events using Artificial Neural Networks". Paper presented in 7º Simpósio de Meteorologia e Geofísica da APMG, Setúbal, 2011.
    Published
  29. Gomes, Joao M.; Ferreira, Pedro M.; Ruano, Antonio E.. "Implementation of an intelligent sensor for measurement and prediction of solar radiation and atmospheric temperature". Paper presented in 2011 IEEE 7th International Symposium on Intelligent Signal Processing - (WISP 2011), Floriana, Malta, 2011.
    Published • 10.1109/WISP.2011.6051713
  30. Martins, I.; Ferreira, P.M.; Ruano, A. E.; Ruano, Antonio Eduardo de Barros; Ferreira, P. M.; Ruano, Antonio. "Estimation and Prediction of Cloudiness from Ground-Based All-Sky Hemispherical Digital Images.". Paper presented in 2nd Ambient Computing Colloquium in Engineering and Education., Faro, 2011.
    Published
  31. Ferreira, Pedro M.; Ruano, Antonio E.; Pestana, Rui. "Towards online operation of a RBF neural network model to forecast the Portuguese electricity consumption". Paper presented in 2011 IEEE 7th International Symposium on Intelligent Signal Processing - (WISP 2011), Floriana, Malta, 2011.
    Published • 10.1109/WISP.2011.6051697
  32. Cabrita, Cristiano L.; Ruano, Antonio E. B.; Koczy, Laszlo T.. "A new domain decomposition for B-spline Neural Networks". Paper presented in 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, 2010.
    Published • 10.1109/IJCNN.2010.5596648
  33. Almeida, Luis Pedro; Vousdoukas, Michalis Ioannis; Ferreira, P.M.; Ruano, A. E.; Vousdoukas, Michalis; Ferreira, P. M.; Ruano, Antonio. "Correlating Wave Hindcast and Buoy data with Artificial Neural Networks". Paper presented in 1ª Jornadas de Engenharia Hidrográfica, Lisboa, 2010.
    Published
  34. Várkonyi-Kóczy, A.R.; Bencsik, A.; Ruano, A.; Varkonyi-Koczy, A.R.; Bencsik, Attila; Ruano, A. E.; Varkonyi-Koczy, A. R.; Ruano, Antonio. "Anytime models in fuzzy control". Paper presented in 7th Int Conf on Informatics in Control, Automation and Robotics (ICINCO 2010), Funchal, 2010.
    Published
  35. Ferreira, P.M.; Martins, I.A.C.; Ruano, A.E.; Martins, I.; Ruano, A. E.. "Cloud and clear sky pixel classification in ground-based all-sky hemispherical digital images". Paper presented in Control Methodologies and Technology for Energy Efficiency, Vilamoura, 2010.
    Published • 10.3182/20100329-3-PT-3006.00050
  36. Ruano, A.E.; Ferreira, P.M.; Mendes, H.. "MOGA design of temperature and relative humidity models for predictive thermal comfort". 2010.
  37. Ferreira, P.M.; Ruano, A.E.; Pestana, R.. "Improving the identification of RBF predictive models to forecast the Portuguese electricity consumption ?". 2010.
  38. Madureira, G.; Ruano, A. E.. "A neural network seismic detector". Paper presented in Intelligent Control Systems and Signal Processing, Istambul, 2009.
    Published • 10.3182/20090921-3-TR-3005.00054
  39. Gál, László; Botzheim, Janos; Koczy, Laszlo T.; Ruano, A. E.. "Applying Bacterial Memetic Algorithm for Training Feedforward and Fuzzy Flip-Flop based Neural Networks". Paper presented in Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, 2009.
    Published
  40. Madureira, G.; Ruano, A. E.. "Detecção de Eventos Sísmicos utilizando Redes Neuronais Artificiais". Paper presented in 6º Simpósio de Meteorologia e Geofísica da APMG, Costa da Caparica, 2009.
    Published
  41. Ferreira, P.M.; Ruano, A. E.. "Evolving RBF predictive models to forecast the Portuguese electricity consumption". Paper presented in Intelligent Control Systems and Signal Processing, Istambul, 2009.
    Published • 10.3182/20090921-3-TR-3005.00073
  42. Gál, L.; Botzheim, J.; Kóczy, L.T.; Ruano, A.E.; Gál, László; Kóczy, László T.; Ruano, Antonio. "Applying bacterial memetic algorithm for training feedforward and fuzzy flip-flop based neural networks". 2009.
  43. Madureira, G.; Ruano, Antonio; Ruano, A. E.. "Seismic event detection with artificial neural networks". Paper presented in 2nd Int. Seminar on Prediction of Earthquakes, Lisboa, 2009.
  44. Madureira, G.; Ruano, Antonio. "Detecção de eventos sísmicos utilizando redes neuronais artificiais". 2009.
  45. Teixeira, C. A.; Pereira, W.C.A.; Ruano, M. G.; Ruano, A. E.; Pereira, W. C. A.; Ruano, M. Graça; Ruano, Antonio. "A Data-Driven Methodology for Non-Invasive Tempearture Estimation in Multilayered Media". Paper presented in 8th Portuguese Conference on Automatic Control (Controlo 2008), Vila Real, 2008.
    Published
  46. Ferreira, P. M.; Ruano, A. E.. "Application of computational intelligence methods to greenhouse environmental modelling". Paper presented in 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong), Hong Kong, China, 2008.
    Published • 10.1109/IJCNN.2008.4634310
  47. Ferreira, P.M.; Ruano, A. E.; Ferreira, P.; Ruano, A.. "Discrete Model Based Greenhouse Environmental Control Using the Branch & Bound Algorithm". Paper presented in World Congress, Seoul, 2008.
    Published • 10.3182/20080706-5-KR-1001.00494
  48. Gal, Laszlo; Botzheim, Janos; Koczy, Laszlo T.; Ruano, Antonio E.. "Fuzzy rule base extraction by the improved Bacterial Memetic Algorithm". Paper presented in 2008 6th International Symposium on Applied Machine Intelligence and Informatics, Herlany, Slovakia, 2008.
    Published • 10.1109/SAMI.2008.4469132
  49. Ferreira, P. M.; Ruano, A. E.; Ruano, Antonio. "Model based Predictive Control of Greenhouse Air Temperature and Relative Humidity". Paper presented in 8th Portuguese Conference on Automatic Control (Controlo 2008), Vila Real, 2008.
    Published
  50. Botzheim, J.; Koczy, Laszlo T.; Ruano, A. E.. "Fuzzy Model Identification by Evolutionary, Gradient Based and Memtic Algorithms". Paper presented in Gyor Symposium on Computational Intelligence, Gyor, 2008.
    Published
  51. Teixeira, C. A.; Pereira, W.C.A.; Ruano, M.G.; Ruano, A. E.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "Regressive and non-regressive RBFNN estimators in non-invasive temperature estimation". Paper presented in 21º Congresso Brasileiro de Engenharia Biomédica, Baía, 2008.
    Published
  52. Pulido, Nieves Pavon; Melero, Joaquin Ferruz; Ruano, A. E.. "Using a genetic algorithm to obtain a neural network-based model of a real autonomous vehicle". Paper presented in 2008 IEEE International Symposium on Industrial Electronics (ISIE 2008), Cambridge, UK, 2008.
    Published • 10.1109/ISIE.2008.4677049
  53. Botzheim, J.; Kóczy, László T.; Ruano, Antonio. "Fuzzy model identification by evolutionary, gradient based and memtic algorithms". 2008.
  54. Teixeira, C. A.; Ruano, M. G.; Ruano, A. E.; Pereira, W.C.A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "A Neuro-Genetic Approach to Non-invasive Temperature Estimation in Multilayered Media under Ultrasound Therapy". Paper presented in 19th International Congress on Acoustics (ICA 2007),, Madrid, 2007.
    Published
  55. Mourao, Joao C.; Ruano, Antonio E.. "Application of Computation Intelligence Techniques for Energy Load and Price Forecast in some States of USA". Paper presented in 2007 IEEE International Symposium on Intelligent Signal Processing, Alcala de Henares, Spain, 2007.
    Published • 10.1109/WISP.2007.4447559
  56. Ribeiro, Luis; Ruano, Antonio E. B.; Ruano, M. Graca; Ferreira, Pedro; Varkonyi-Koczy, Annamaria R.. "Improving the Diagnosis of Ischemic CVA's through CT Scan with Neural Networks". Paper presented in 2007 2nd International Workshop on Soft Computing Applications, Gyula, Hungary, 2007.
    Published • 10.1109/SOFA.2007.4318302
  57. Ribeiro, Luis; Ruano, Antonio E.; Ruano, M. Graca; Ferreira, Pedro M.. "Neural networks assisted diagnosis of ischemic CVA's through CT scan". Paper presented in 2007 IEEE International Symposium on Intelligent Signal Processing, Alcala de Henares, Spain, 2007.
    Published • 10.1109/WISP.2007.4447507
  58. Ferreira, P. M.; Ruano, A. E.. "On-line sliding-window Levenberg-Marquardt methods for neural network models". Paper presented in 2007 IEEE International Symposium on Intelligent Signal Processing, Alcala de Henares, Spain, 2007.
    Published • 10.1109/WISP.2007.4447542
  59. Ruano, A.E.. "Intelligent control - The road ahead". 2007.
  60. Cabrita, Cristiano Lourenço; Botzheim, J.; Gedeon, Tamas D.; Ruano, Antonio; Kóczy, László T.; Fonseca, C. M.. "Bacterial memetic algorithm for fuzzy rule base optimization". 2007.
  61. Cabrita, Cristiano; Botzheim, Janos; Gedeon, Tamas D.; Ruano, Antonio E.; Koczy, Laszlo T.; Fonseca, Carlos. "Bacterial Memetic Algorithm for Fuzzy Rule Base Optimization". Paper presented in 2006 World Automation Congress, Budapest, Hungary, 2006.
    Published • 10.1109/WAC.2006.376057
  62. Teixeira, C. A.; Ruano, M. G.; Ruano, A. E.. "Non-Invasive Time-Spatial Temperature Simulation using Neural Networks". Paper presented in 7th Portuguese Conference on Automatic Control (Controlo 2006), Aveiro, 2006.
    Published
  63. Teixeira, C. A.; Ruano, A. E.; Ruano, M. G.; Pereira, W.C.A.; Ruano, Antonio; Ruano, M. Graça; Pereira, W. C. A.. "Noninvasive black-box temperature simulation: precise spatial generalisation". Paper presented in XX Brasilian Congress on Biomedical Engineering-XX CBEB, São Paulo, 2006.
    Published
  64. Teixeira, C. A.; Ruano, M. G.; Ruano, A. E.; Pereira, W.C.A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "Open source data sensing software for ultrasonic non-invasive temperature estimation". Paper presented in 5th Ibero-American Congress on Sensors - Ibersensor 2006, Montevideo, 2006.
    Published
  65. Teixeira, C. A.; Ruano, M. G.; Ruano, A. E.; Pereira, W.C.A.; Negreira, C.; Teixeira, C.A.; Graça Ruano, M.; et al. "Single Black-Box Models for Two-Point Non-Invasive Temperature Prediction". Paper presented in 6th IFAC Symposium on Modelling and Control in Biomedical Systems (MCBMS’06), Reims, 2006.
    Published
  66. Sustelo, F.; Ruano, A. E.; Gonçalves, F.; Ruano, Antonio; Ribeiro Gonçalves, Fernando. "Student Model for an E-learning Scheme". Paper presented in Global Education Techology Symposium (GETS 2006), Faro, 2006.
    Published
  67. Crispim, E. M.; Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Ruano, Antonio. "Prediction of the solar radiation using RBF neural networks and ground-to-sky images". Paper presented in Global Education Techology Symposium (GETS 2006), Faro, 2006.
    Published
  68. Silva, S.M.; Ruano, A.E.; Silva, S. M.; Ruano, Antonio. "Application of the Levenberg-Marquardt method to the training of spiking neural networks". Paper presented in Global Education Techology Symposium (GETS 2006), 2006.
  69. Crispim, E.M.; Ferreira, P.M.; Ruano, A.E.; Crispim, E. M.; Ferreira, P. M.; Ruano, Antonio. "Solar radiation prediction using RBF Neural Networks and cloudiness indices". Paper presented in Global Education Techology Symposium (GETS 2006), 2006.
  70. Teixeira, C. A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "Non-invasive time-spatial temperature simulation using neural networks". 2006.
  71. Teixeira, C. A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.; Ruano, M. G.; Ruano, A. E.; Pereira, W.C.A.. "A soft-computing approach for non-invasive temperature estimation". Paper presented in Global Education Techology Symposium (GETS 2006), Faro, 2006.
  72. Silva, S. M.; Ruano, Antonio; Silva, S.M.; Ruano, A. E.. "Supervised training approach using spiking neural networks". Paper presented in Global Education Techology Symposium (GETS 2006), Faro, 2006.
  73. Pacheco, E.; Moura, L.; Ruano, Antonio. "Implementation of a spiking neural network". Paper presented in Global Education Techology Symposium (GETS 2006), 2006.
  74. Xavier, J.; Pacheco, M.; Castro, D.; Ruano, A.; Nunes, U.. "Fast Line, Arc/Circle and Leg Detection from Laser Scan Data in a Player Driver". Paper presented in 2005 IEEE International Conference on Robotics and Automation, Barcelona, Spain, 2005.
    Published • 10.1109/ROBOT.2005.1570721
  75. Botzheim, J.; Cabrita, C.; Ruano, A. E.; Koczy, Laszlo T.. "Fuzzy Rule Extraction by Bacterial Memetic Algorithms". Paper presented in IFSA 2005 World Congress, Beijing, 2005.
    Published
  76. Crispim, E. M.; Martins, P. M.; Ruano, A. E.; Ruano, Antonio. "Model comparison for temperature estimation inside buildings". Paper presented in IEEE International Workshop on Soft Computing Applications, Szeged, 2005.
    Published
  77. Teixeira, C. A.; Ruano, A. E.; Ruano, M. G.; Pereira, W.C.A.; Ruano, Antonio; Ruano, M. Graça; Pereira, W. C. A.. "Neural Network Models for Non-Invasive Two-Point Temperature Monitoring in a Homogeneous Medium Irradiated by Therapeutic Ultrasound". Paper presented in 3rd European Medical and Biological Engineering Conference (EMBEC’05), Prague, 2005.
    Published
  78. Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Ruano, Antonio. "Soft-computing methods in greenhouse environmental and crop modelling.". Paper presented in he 5th Conference of the European Federation for Information Technology in Agriculture, Food and Environment, and the 3th World Congress on Computers in Agriculture and Natural Resources,, Vila Real, 2005.
    Published
  79. Sustelo, F.; Ruano, A. E.; Ruano, Antonio. "Conception of an E-Learning Scheme at the University of Algarve". Paper presented in Global Educational Technology Studies Workshop (GETS 2005), Little Rock, 2005.
    Published
  80. Cabrita, C.; Botzheim, J.; Ruano, A.E.B.; Kóczy, L.T.; Koczy, L.T.. "An hybrid training method for B-spline neural networks". Paper presented in IEEE International Workshop on Intelligent Signal Processing, 2005., University of Algarve Portugal, 2005.
    Published • 10.1109/WISP.2005.1531652
  81. Ferreira, P.M.; Ruano, A.E.; Fonseca, C.M.; Ferreira, P. M.; Ruano, Antonio; Fonseca, C. M.. "Evolutionary multiobjective design of radial basis function networks for greenhouse environmental control". 2005.
  82. Teixeira, C.A.; Ruano, M.G.; Pereira, W.C.A.; Ruano, A.E.; Teixeira, C. A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "Temperature modelling of an homogeneous medium using genetically selected RBF(LIC)". 2005.
  83. Silva, S.M.; Ruano, A.E.; Silva, S. M.; Ruano, Antonio. "Application of Levenberg-Marquardt method to the training of spiking neural networks". 2005.
  84. Botzheim, J.; Cabrita, Cristiano Lourenço; Ruano, Antonio; Kóczy, László T.. "Fuzzy rule extraction by bacterial memetic algorithms". 2005.
  85. Cabrita, C.; Botzheim, J.; Ruano, A.E.; Koczy, L.T.; Cabrita, Cristiano Lourenço; Ruano, Antonio; Kóczy, László T.. "Design of B-spline neural networks using a bacterial programming approach". Paper presented in 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary, 2004.
    Published • 10.1109/IJCNN.2004.1380987
  86. Xavier, J.; Pacheco, M.; Castro, D.; Ruano, A. E.; Ruano, Antonio. "Detection and Tracking of Moving Objects in an Indoor Environment". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  87. Botzheim, J.; Cabrita, C.; Koczy, L.T.; Ruano, A.E.. "Estimating fuzzy membership functions parameters by the Levenberg-Marquardt algorithm". Paper presented in 2004 IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
    Published • 10.1109/FUZZY.2004.1375431
  88. Ruano, A. E.; Pashkevich, A.; Kazheunikau, M.. "Neural Network Approach to Collision Free Path Planning for Robotics Manipulators". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004),, Faro, 2004.
    Published
  89. Kazheunikau, M.; Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Ruano, Antonio. "Neuro-Fuzzy Modelling of a Plant Growth in a Hydroponic Greenhouse". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  90. Crispim, E. M.; Martins, P. M.; Ruano, A. E.; Fonseca, C. M.; Ruano, Antonio; Fonseca, Carlos M.. "Remote Data Acquisition System of Environmental Data". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  91. Daniel, H.; Ruano, A. E.; Daniel, H. A.; Ruano, Antonio. "Speeding up a Learning Algorithm for Multilayer Perceptrons using the MAPS Environment". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  92. Teixeira, C. A.; Ruano, A. E.; Ruano, A. E.. "Temperature, pH, and Conductivity Control of the Nutrient Solution of an Hydroponic Greenhouse". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  93. Crispim, E. M.; Martins, P. M.; Ruano, A. E.; Ruano, Antonio. "Neural Networks applied to Temperature Estimation in School Buildings". Paper presented in Workshop on Intelligent Buildings: Rational use of energy in school buildings in Algarve, Faro, 2004.
    Published
  94. Cabrita, C.; Ruano, A.; Cabrita, Cristiano Lourenço; Ruano, Antonio. "B-spline and neuro-fuzzy models design with function and derivative equalities". Paper presented in 2004 World Automation Congress (WAC 2004), Sevilla, 2004.
    Published
  95. Teixeira, C. A.; Ruano, M. Graça; Ruano, Antonio; Ruano, M. G.; Ruano, A.E.. "Emboli classification using RBF neural networks". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  96. Ferreira, P. M.; Ruano, Antonio; Ferreira, P.M.; Ruano, A. E.. "Predicting solar radiation with RBF neural networks". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004.
    Published
  97. Castro, D.; Nunes, U.; Ruano, A.; Ruano, Antonio; Ruano, A. E.. "Feature extraction for moving objects tracking system in indoor environments". Paper presented in 5th IFAC Symposium on Intelligent Autonomous Vehicles, Lisbon, 2004.
    Published
  98. Ferreira, P.M.; Ruano, A.E.; Fonseca, C.M.; Ferreira, P. M.; Ruano, Antonio; Fonseca, C. M.. "Genetic assisted selection of RBF model structures for greenhouse inside air temperature prediction". Paper presented in Conference on Control Applications, Istanbul, Turkey, 2003.
    Published • 10.1109/CCA.2003.1223500
  99. Cabrita, C.; Botzheim, J.; Ruano, A. E.; Koczy, L.T.; Cabrita, Cristiano Lourenço; Ruano, Antonio; Kóczy, László T.. "Genetic programming and bacterial algorithm for neural networks and fuzzy systems design". Paper presented in IFAC Int. Conference on Intelligent Control Systems and Signal Processing (ICONS 2003), Faro, 2003.
    Published
  100. Pashkevich, A.; Ruano, A. E.; Kulikov, G.; Kazheunikau, M.; Ruano, Antonio; Kulikov, G. G.. "Identification-based condition monitoring using neural network approach". Paper presented in IFAC Int Conference on Intelligent Control Systems and Signal Processing (ICONS 2003), Faro, 2003.
    Published
  101. Botzheim, J.; Hámori, B.; Koczy, L.T.; Ruano, A. E.; Kóczy, László T.; Ruano, Antonio. "Bacterial algorithm applied for fuzzy rule extraction". Paper presented in 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002), Annecy, 2002.
    Published
  102. Pashkevich, A.; Ruano, A. E.; Kazheunikau, M.; Ruano, Antonio. "Configuration Space Synthesis for Robotic Manipulators using Neural Networks". Paper presented in 5th Portuguese Conference on Automatic Control (Controlo 2002), Aveiro, 2002.
    Published
  103. Cunha, J. B.; Ruano, A. E.; Oliveira, P.B.; Couto, C.; Ruano, Antonio; Oliveira, P. B.. "Greenhouse Climate Management and Control Systems". Paper presented in 5th Portuguese Conference on Automatic Control (Controlo 2002),, Aveiro, 2002.
    Published
  104. Castro, D.; Nunes, U.; Ruano, A. E.; Ruano, Antonio. "Obstacle Avoidance in Local Navigation". Paper presented in 0th Mediterranean Conference on Control and Automation (MED’ 2002), Lisbon, 2002.
    Published
  105. Castro, D.; Nunes, U.; Ruano, A.; Ruano, Antonio. "Reactive local navigation". Paper presented in 28th Annual Conference of the Ieee Industrial Electronics Society (IECON'2002), Seville, 2002.
    Published • 10.1109/IECON.2002.1185353
  106. Varkonyi-Koczy, A.R.; Baranyi, P.; Ruano, A.E.; Gyori, S.; Petres, Z.; Legrady, P.; Varkonyi-Koczy, A. R.; Ruano, Antonio. "SVD based modeling of nonlinear systems". Paper presented in IMTC/2002. 19th IEEE Instrumentation and Measurement Technology Conference, Anchorage, AK, USA, 2002.
    Published • 10.1109/IMTC.2002.1007070
  107. Botzheim, J.; Kóczy, L.T.; Ruano, A.E.; Koczy, L.T.. "Extension of the Levenberg-Marquardt algorithm for the extraction of trapezoidal and general piecewise linear fuzzy rules". Paper presented in 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02, Honolulu, HI, USA, 2002.
    Published • 10.1109/FUZZ.2002.1005098
  108. Ferreira, P.M.; Ruano, A.E.; Ferreira, P. M.; Ruano, A. E.; Ruano, Antonio. "Choice of RBF model structure for predicting greenhouse inside air temperature". 2002.
    10.3182/20020721-6-ES-1901.01324
  109. Ruano, A.E.; Ferreira, P.M.; Cabrita, C.; Matos, S.; Ruano, Antonio; Ferreira, P. M.; Cabrita, Cristiano Lourenço. "Training neural networks and neuro-fuzzy systems: A unified view". 2002.
  110. Kóczy, László T.; Botzheim, J.; Ruano, Antonio; Chong, A.; Gedeon, Tamas D.. "Fuzzy rule extraction from input/output data". 2002.
  111. Varkonyi-Koczy, A.R.; Ruano, A.; Baranyi, P.; Takacs, O.. "Anytime information processing based on fuzzy and neural network models". Paper presented in IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics, Budapest, Hungary, 2001.
    Published • 10.1109/IMTC.2001.928275
  112. Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Ruano, Antonio. "Predicting the Greenhouse Inside Air Temperature with RBF Neural Networks". Paper presented in 2nd IFAC-CIGR Workshop on Intelligent Control for Agricultural Applications (ICAA'2001), Bali, 2001.
    Published
  113. Matos, S.; Ruano, M. G.; Ruano, A.E.; Ruano, M. Graça; Ruano, Antonio; Evans, D. H.. "Embolic Signals Characterization using Wavelet Networks". Paper presented in 6th Portuguese Conference on Biomedical Engineering (BioEng’2001), Faro, 2001.
    Published
  114. Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Ruano, Antonio. "Greenhouse Air Temperature Modelling with Radial Basis Function Neural Networks". Paper presented in Management, Identification and Control of Agriculture Buildings,, Vila Real, 2001.
    Published
  115. Lopes, J. C.; Ruano, A. E.; Fleming, P. J.; Ruano, Antonio. "Identification of Aircraft Gas-Turbines Dynamics: Comparison of Classical and Neural Techniques". Paper presented in Engineering Applications of Neural Networks (EANN’2001), Cagliari, 2001.
    Published
  116. Matos, S.; Ruano, M.G.; Ruano, A.E.; Evans, D.H.. "Neural network classification of cerebral embolic signals". Paper presented in 2001 23rd Annual International Conference of the IEEE Engineering n Medicine and Biology Society, Istanbul, Turkey, 2001.
    Published • 10.1109/IEMBS.2001.1020560
  117. Ruano, A.E.; Cabrita, C.; Oliveira, J.V.; Tikk, D.; Koczy, L.T.; Kóczy, L.T.. "Supervised training algorithms for B-spline neural networks and fuzzy systems". Paper presented in Joint 9th IFSA World Congress and 20th NAFIPS International Conference, Vancouver, BC, Canada, 2001.
    Published • 10.1109/NAFIPS.2001.943675
  118. Rodrigues, C.; Ruano, A.E.; Ruano, A. E.. "An Internet-based course on neural networks". Paper presented in 2001 European Control Conference (EEC¿2001), Porto, 2001.
    Published
  119. Cabrita, Cristiano Lourenço; Ruano, Antonio; Fonseca, C. M.; Cabrita, C.; Ruano, A. E.. "Single and multi-objective genetic programming design for B-spline neural networks and neuro-fuzzy systems". Paper presented in IFAC Workshop on Advanced Fuzzy-Neural Control (AFNC' 01), Valencia, 2001.
    Published
  120. Ruano, Antonio; Cabrita, Cristiano Lourenço; Oliveira, J. V.; Kóczy, László T.; Ruano, A. E.; Cabrita, C.; Koczy, L.T.. "Completely supervised training algorithms for B-spline neural networks and neuro-fuzzy systems". Paper presented in IFAC Conference on New Technologies for Computer Control (NTCC¿2001), Hong-Kong, 2001.
    Published
  121. Lima, João; Azevedo, Ana Beatriz da Piedade de; Duarte, N. M.; Fonseca, C. M.; Ruano, Antonio; Fleming, P. J.; Lima, J. M. G.; et al. "Neuro-genetic Pid autotuning". Paper presented in 2001 European Control Conference (EEC¿2001), Porto, 2001.
    Published
  122. Martins, L.; Silva, C.; Rodrigues, C.; Ruano, A. E.; Ruano, Antonio. "A WWW-based Learning Environment to complement a University Course on Neural Networks". Paper presented in 4º Encontro Português de Controlo Automático (Controlo’00), Guimarães, 2000.
    Published
  123. Duarte, N. M.; Ruano, A. E.; Fonseca, C. M.; Fleming, P. J.; Duarte, N.M.; Ruano, A.E.; Fonseca, C.M.; Fleming, P.J.; Ruano, Antonio. "Accelerating multi-objective control system design using a neuro-genetic approach". Paper presented in 8th IFAC Symposium on Computer Aided Control Systems Design, Salford, 2000.
    Published • 10.1109/CEC.2000.870322
  124. Lima, J. M. G.; Ruano, A. E.; Lima, João; Ruano, Antonio. "Comparison of off-line and on-line performance of alternative neural network models". Paper presented in Information Processing and Management of Uncertainity in Knowledge Based Systems (IPMU 2000), Madrid, 2000.
    Published
  125. Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Faria, E. A.; Ruano, Antonio. "Comparison of on-line learning algorithms for RBF models in greenhouse environmental control problems". Paper presented in 4º Encontro Português de Controlo Automático (Controlo’00), Guimarães, 2000.
    Published
  126. Ferreira, P.M.; Faria, E.A.; Ruano, A. E.; Ruano, A.E.B.. "Design and implementation of a real-time data acquisition system for the identification of dynamic temperature models in". Paper presented in XXV International Horticultural Congress, AUG, Brussels, Belgium., Brussels, 2000.
    Published
  127. Ferreira, P.M.; Ruano, A.E.. "Exploiting the separability of linear and nonlinear parameters in radial basis function networks". Paper presented in Symposium on Adaptive Systems for Signal Processing Communications and Control, Lake Louise, Alta., Canada, 2000.
    Published • 10.1109/ASSPCC.2000.882493
  128. Lopes, J. C.; Ruano, A. E.; Fleming, P. J.. "Identification of aircraft gas-turbine dynamics using B-splines neural networks". Paper presented in 6th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC' 00), Palma de Mallorca, 2000.
    Published
  129. Ferreira, P.M.; Ruano, A.E.; Ferreira, P. M.; Faria, E. A.; Ruano, Antonio. "Neural network models in greenhouse environmental control". Paper presented in 6th Int. Conf. on Engineering Applications of Neural Networks (EANN 00),, Kingston Upon Thames,, 2000.
    Published
  130. Azevedo, A. B.; Ruano, A. E.; Azevedo, Ana Beatriz da Piedade de; Ruano, Antonio. "Neural Networks PID Autotuning with Real-Time Adaptation". Paper presented in IMACS Congress 2000, Lausanne, 2000.
    Published
  131. Ferreira, P.M.; Ruano, A. E.; Ferreira, P. M.; Faria, E. A.; Ruano, Antonio. "Application of Radial Basis Function Neural Networks to a Greenhouse Inside Air Temperature Model.". Paper presented in Int. Conf. on Modelling and Control in Agriculture, Horticulture and Post-Harvest Processing (IFAC Agricontrol 2000), Wageningen, 2000.
    Published
  132. Schutz, G.; Pires, F. M.; Ruano, A. E.; Ruano, Antonio. "Solving the Quadratic 0-1 Problem". Paper presented in 4th Int. Meeting on Vector and Parallel Processing (VecPar’2000), Porto, 2000.
    Published
  133. Schutz, G.; Pires, F. M.; Ruano, A. E.; Ruano, Antonio. "Uma abordagem genética para o programa quadrático 0-1". Paper presented in 10º Congresso da APDIO (IO’2000), Setúbal, 2000.
    Published
  134. Daniel, H.A.; Ruano, Antonio E.; Daniel, H. A.; Ruano, Antonio. "Automatic Parallelization of an Adaptive Generalized Predictive Control Algorithm using MAPS 1.0 Environment". Paper presented in 6th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC' 00), Palma de Maiorca, 2000.
    Published
  135. Lopes, J. C.; Ruano, Antonio; Fleming, P. J.. "Identification of aircraft gas-turbine dynamics using B-splines neural networks". 2000.
  136. Ferreira, P. M.; Faria, E. A.; Ruano, Antonio. "Design and implementation of a real-time data acquisition system for the identification of dynamic temperature models in a hydroponic greenhouse". 2000.
  137. Daniel, H.; Ruano, A. E.; Daniel, H. A.; Ruano, Antonio. "Automatic Parallelization of Matricial Algorithms". Paper presented in 14th IFAC World Congress, Beijing, 1999.
    Published
  138. Ruano, A. E.; Lima, J. M. G.; Azevedo, A. B.; Duarte, N. M.; Ruano, Antonio; Lima, João; Azevedo, Ana Beatriz da Piedade de; Fleming, P. J.. "Automatic Tuning of PID Controllers using a Neuro-Genetic System". Paper presented in 14th IFAC World Congress, Beijing, 1999.
    Published
  139. Lima, J. M. G.; Ruano, A. E.; Lima, João; Ruano, Antonio. "On-Line Adaptation of Neural Network". Paper presented in 5th Int. Conf. on Engineering Applications of Neural Networks (EANN’99), Warsaw, 1999.
    Published
  140. Donovan, A. F.; Cox, C.; Ruano, A. E.; Cox, C. J.; Ruano, Antonio. "PID Tuning – Past, Present and Future". Paper presented in 2nd Int. Conf. on the Control of Industrial Processes (CIP’99), Newcastle upon Tyne, 1999.
    Published
  141. Ruano, Antonio; Lima, João; Azevedo, Ana Beatriz da Piedade de; Duarte, N. M.; Fleming, P. J.; Ruano, A. E.; Lima, J. M. G.; Azevedo, A. B.. "A novel technique for controller tuning". Paper presented in Symposium on Intelligent Systems in Control and Measurement (Intcom¿98), Miskolc, 1999.
  142. Azevedo, Ana Beatriz da Piedade de; Ruano, Antonio; Azevedo, A. B.; Ruano, A. E.. "B-splines neural networks assisted PID autotuning". Paper presented in 5th Int. Conf. on Engineering Applications of Neural Networks (EANN¿99), Warsaw, 1999.
    Published
  143. Ferreira, P.M.; Faria, E.A.; Ruano, A. E.. "Design and Implementation of a real-time data acquisition system for the identification of dynamic temperature models in a hydroponic greenhouse". Paper presented in XXV International Horticultural Congress, Brussels, 1998.
    Published
  144. Schutz, G.; Pires, F. M.; Ruano, A. E.; Ruano, Antonio. "Estudo computacional de um algoritmo genético para o problema de optimização de rotas de veículos". Paper presented in 8º Congresso da APDIO, Faro, 1998.
    Published
  145. Ruano, A. E.; Lima, J. M. G.. "New methods for PID autotuning". Paper presented in 3º Encontro Português de Controlo Automático (Controlo’98),, Coimbra, 1998.
    Published
  146. Ruano, A. E.; Ruano, Antonio. "Recent Developments in Neural Network PID Autotuning". Paper presented in IMACS Int. Symposium on Soft Computing in Engineering Applications (Softcom’98), Athens, 1998.
    Published
  147. Ferreira, P. M.; Faria, E. A.; Ruano, Antonio; Ferreira, P.M.; Faria, E.A.; Ruano, A. E.. "Real-time data acquisition system for the Identification of dynamic temperature models in a hydroponic greenhouse". Paper presented in 3º Encontro Português de Controlo Automático (Controlo¿98), Coimbra, 1998.
    Published
  148. Sustelo, F.; Ruano, Antonio; Ruano, A. E.. "A Matlab toolbox for simulating transputer and digital signal processors applications". Paper presented in 5th Workshop on Algorithms and Architectures for Real-Time Control (AARTC' 98), Cancun, 1998.
    Published
  149. Daniel, H.A.; Ruano, A.E.B.. "Adaptive generalized predictive control algorithm implemented over an heterogeneous parallel architecture". Paper presented in 14th IFAC Workshop on Distributed Computer Control Systems (DCC' 97), Seoul, 1997.
    Published
  150. Ferreira, P.M.; Faria, E.A.; Ruano, A. E.. "Design and Implementation of a real-time data acquisition system for the identification of dynamic temperatures in a hydroponic greenhouse". Paper presented in II Congresso Ibero-Americano & III Congresso Ibérico em Ciências Hortículas, Vilamoura, 1997.
    Published
  151. Azevedo, A. B.; Ruano, A. E.. "Neural Networks Assisted PID Autotuning". Paper presented in Int. Conf. on Engineering Applications of Neural Networks (EANN’97),, Stockholm, 1997.
    Published
  152. Daniel, H.A.; Ruano, A. E.. "Parallel Implementation of an Adaptive Generalized Predictive Control Algorithm". Paper presented in European Control Conference (ECC’97), Brussels, 1997.
    Published
  153. Cunha, J. B.; Couto, C.; Ruano, A.E.B.. "Real-time parameter estimation of dynamic temperature models for greenhouse environmental control". Paper presented in 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC' 97), Vilamoura, 1997.
    Published
  154. Schutz, G.; Pires, F. M.; Ruano, Antonio; Ruano, A. E.. "Implementing and testing branch-and-bound algorithm for the quadratic 0-1 problem on transputers". Paper presented in Euro XV Informs XXXIV, Barcelona, 1997.
    Published
  155. Mamat, R.; Fleming, P. J.; Ruano, Antonio; Ruano, A.E.B.. "Neural network assisted autotuning of industrial PID controllers". Paper presented in 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC' 97), Vilamoura, 1997.
    Published
  156. Daniel, H. A.; Ruano, Antonio. "Adaptive generalized predictive control algorithm implemented over an heterogeneous parallel architecture". 1997.
  157. Daniel, H. A.; Ruano, Antonio; Daniel, H.A.; Ruano, A. E.. "Adaptive generalized predictive control algorithm implemented over a DSP network". Paper presented in 8th Annual Int. Conf. on Signal Processing Applications and Technology (ICSPAT¿ 97), San Diego, 1997.
    Published
  158. Cunha, J. B.; Couto, C.; Ruano, Antonio; Ruano, A. E.. "Modelos e estratégias de controlo ambientais para estufas agrícolas". Paper presented in 1ª Jornadas do ICETA, Vila Real, 1997.
  159. Cunha, J. B.; Couto, C.; Ruano, Antonio; Ruano, A.E.B.. "Real-time parameter estimation of dynamic temperature and humidity models for greenhouse adaptive climate control". Paper presented in IFAC/ISHS 3rd Workshop on Mathematical and Control Applications in Agriculture and Horticulture, Hannover, 1997.
    Published
  160. Cunha, J. B.; Ruano, A. E.; Faria, E.A.; Couto, C.; Ruano, Antonio; Faria, E. A.. "Dynamic Temperature Models of a Soiless Greenhouse". Paper presented in 2º Encontro Português de Controlo Automático (Controlo’ 96), Porto, 1996.
    Published
  161. Cunha, J. B.; Ruano, A.E.B.; Couto, C.; Ruano, Antonio. "Identification of greenhouse climate dynamic models". Paper presented in Sixth International Conference on Computers in Agriculture, Cancun, 1996.
    Published
  162. Ruano, A. E.; Ruano, Antonio. "Training Multilayer Perceptrons - an Optimization Perspective". Paper presented in 2º Encontro Português de Controlo Automático (Controlo’ 96), Porto, 1996.
    Published
  163. Ruano, A. E.; Ruano, Antonio. "Training multilayer perceptrons for control systems applications - a comparison of different approaches". Paper presented in Int. Conf. on Engineering Applications of Neural Networks (EANN’96), London, 1996.
    Published
  164. Daniel, H. A.; Ruano, Antonio. "Parallel implementation of an adaptive generalized predictive control algorithm". Paper presented in 2nd International Meeting on Vector and Parallel Processing (VECPAR’96). Porto, Portugal, 1996.
    Published
  165. Schutz, G.; Pires, F. M.; Ruano, Antonio; Ruano, A. E.. "A computational study of a parallel Branch and Bound algorithm for the quadratic 0-1 programming problem on transputers". Paper presented in 2nd Internacional Meeting on Vector and Parallel Processing (VECPAR¿96), Porto, 1996.
    Published
  166. Ruano, Antonio; Ruano, A. E.. "A matlab toolbox for simulating transputer applications". Paper presented in 2nd Internacional Meeting on Vector and Parallel Processing (VECPAR¿96), Porto, 1996.
    Published
  167. Mamat, R.; Fleming, P. J.; Ruano, A. E.. "Neural Networks assisted PID autotuning". Paper presented in Int. Conf. on Industrial Automation, Nancy, 1995.
    Published
  168. Cunha, J. B.; Couto, C.; Ruano, A. E.; Ruano, Antonio. "Tecnologias da Informação e Electrónica aplicadas às Estufas Agrícolas". Paper presented in 2º Encontro Nacional do Colégio de Engenharia Electrotécnica, Lisboa, 1995.
    Published
  169. Mamat, R.; Fleming, P. J.; Ruano, Antonio. "Neural networks assisted PID autotuning". 1995.
  170. Ruano, Antonio; Lima, João; Mamat, R.; Fleming, P. J.; Ruano, A. E.; Lima, J. M. G.. "A neural network PID autotuner". Paper presented in Int. Conf. on Engineering Applications of Neural Networks (EANN¿95), Helsinki, 1995.
    Published
  171. Lima, J. M. G.; Ruano, A. E.; Mamat, R.; Fleming, P. J.; Lima, João; Ruano, Antonio. "Um Modelo em Simulink para Sintonia Automática de Controladores PID usando Redes Neuronais". Paper presented in 1º Encontro Português de Controlo Automático, Lisboa, 1994.
    Published
  172. Ruano, A. E.; Fleming, P. J.; Jones, D. I; Ruano, Antonio; Jones, D. I.. "An Efficient Parallel Implementation of a Least Squares Problem". Paper presented in 1st Int. Meeting on Vector and Parallel Processing, Porto, 1993.
    Published
  173. Ruano, A. E.; Jones, D. I; Fleming, P. J.; Ruano, Antonio; Jones, D. I.. "Parallel Implementation of a Learning Algorithm for Multilayer Perceptrons using Transputers". Paper presented in Parallel Computing and Transputer Applications, Barcelona, 1992.
    Published
  174. Ruano, Antonio; Jones, D. I.; Fleming, P. J.; Ruano, A.E.B.; Jones, D. I. "A neural network controller". Paper presented in IFAC Workshop on Algorithms and Architectures for Real-Time Control, Bangor, 1991.
    Published
  175. Ruano, Antonio; Fleming, P. J.; Jones, D. I.; Ruano, A.E.B.; Fleming, P.J.; Jones, D.I.. "A connectionist approach to PID autotuning". 1991.
  176. Ruano, Antonio; Jones, D. I.; Fleming, P. J.; Ruano, A.E.B.; Jones, D.I.; Fleming, P.J.; Jones, D. I. "A new formulation of the learning problem for a neural network controller". Paper presented in 30th IEEE Conference on Decision and Control, Brighton, 1991.
    Published
Edited book
  1. Merelo, J.J.; Melício, F.; Cadenas, J.M.; Dourado, A.; Madani, K.; Ruano, A.; Filipe, J.. Computational Intelligence - International Joint Conference, IJCCI 2016 Porto, Portugal, Nov 9–11, 2016 Revised Selected Papers, Studies in Computational Intelligence, 792. 2019.
    Published
  2. Ruano, A. E.. Trends in Mathematics and Computational Intelligence, Studies in Computational Intelligence. 2019.
    Published • 10.1007/978-3-030-00485-9
  3. Merelo, Juan Julián; Rosa, Agostinho; Cadenas, José M.; Correia, António Dourado; Madani, Kurosh; Ruano, António; Filipe, Joaquim. Computational Intelligence - International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015 Revised Selected Papers. Cham: Springer International Publishing. 2017.
    10.1007/978-3-319-48506-5
  4. Merelo, Juan; Rosa, Agostinho; Cadenas, José; Dourado, António; Madani, Kurosh; Ruano, António; Filipe , Joaquim. IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence. 2016.
  5. Ruano, António E.; Várkonyi-Kóczy, Annamária R.; Ruano, A. E.. New Advances in Intelligent Signal Processing, Studies in Computational Intelligence. Berlin, Heidelberg, United Kingdom: Springer Berlin Heidelberg. 2011.
    Published • 10.1007/978-3-642-11739-8
  6. Ruano, A. E.. Proceedings of the Global Education Techology Symposium (GETS 2006). Faro, Portugal: Universidade do Algarve. 2006.
  7. Ruano, A. E.. Intelligent Control using Intelligent Computational Techniques. London, United Kingdom: The Institution of Electrical Engineers,. 2005.
  8. Ruano, M. G.; Ruano, A. E.. Proceedings of the IEEE International Workshop on Intelligent Signal Processing (WISP 2005). USA, Portugal: IEEE. 2005.
    10.1109/WISP.2005.1531616
  9. Conceição, E.Z.E.; Ruano, A. E.. Proceedings of the Workshop on Intelligent Buildings: Rational use of energy in school buildings in Algarve. Faro, Portugal: Universidade da Algarve. 2004.
    10.1049/PBCE070E
  10. Ruano, A. E.. Proceedings of the 6th Portuguese Conference on Automatic Control. Faro, Portugal: APCA. 2004.
  11. Ruano, A. E.. Preprints of the IFAC Conference on Intelligent Control and Signal Processing (ICONS 2003). Faro, Portugal: IFAC. 2003.
  12. Ruano, A. E.; Ruano, M. G.; Fleming, P. J.. Proceedings of the IFAC Conference on Intelligent Control and Signal Processing (ICONS 2003). London, Portugal: Elsevier. 2003.
  13. Ruano, A. E.; Fleming, P. J.. Proceedings 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC’97). Austria, Austria: Pergamon Press. 1997.
Journal article
  1. El-Amarty, Naima; Marzouq, Manal; El Fadili, Hakim; Dosse Bennani, Saad; Ruano, A. E.; Rabehi, Abdelaziz. "A new evolutionary forest model via incremental tree selection for short-term global solar irradiance forecasting under six various climatic zones". Energy Conversion and Management 310 (2024): 118471. http://dx.doi.org/10.1016/j.enconman.2024.118471.
    10.1016/j.enconman.2024.118471
  2. Ruano, A. E.; Ruano, Maria da Graça. "From home energy management systems to energy communities: methods and data". Scientific Data 11 1 (2024): http://dx.doi.org/10.1038/s41597-024-03184-5.
    10.1038/s41597-024-03184-5
  3. Ruano, Maria da Graça; Ruano, A. E.. "A Multi-Step Ensemble Approach for Energy Community Day-Ahead Net Load Point and Probabilistic Forecasting". Energies 17 3 (2024): 696. http://dx.doi.org/10.3390/en17030696.
    10.3390/en17030696
  4. Gomes, I.L.R.; Ruano, M.G.; Ruano, A. E.. "From home energy management systems to communities energy managers: The use of an intelligent aggregator in a community in Algarve, Portugal". Energy and Buildings 298 (2023): 113588. http://dx.doi.org/10.1016/j.enbuild.2023.113588.
    10.1016/j.enbuild.2023.113588
  5. Ruano, Antonio; Ruano, Maria da Graça. "Designing Robust Forecasting Ensembles of Data-Driven Models with a Multi-Objective Formulation: An Application to Home Energy Management Systems". Inventions 8 4 (2023): 96. http://dx.doi.org/10.3390/inventions8040096.
    10.3390/inventions8040096
  6. Gomes, I.L.R.; Ruano, M.G.; Ruano, A. E.. "MILP-based model predictive control for home energy management systems: A real case study in Algarve, Portugal". Energy and Buildings 281 (2023): 112774. http://dx.doi.org/10.1016/j.enbuild.2023.112774.
    10.1016/j.enbuild.2023.112774
  7. Gomes, I.L.R.; Ruano, M.G.; Ruano, A.. "Minimizing the operation costs of a smart home using a HEMS with a MILP-based model predictive control approach". IFAC-PapersOnLine 56 2 (2023): 8720-8725. http://dx.doi.org/10.1016/j.ifacol.2023.10.054.
    Published • 10.1016/j.ifacol.2023.10.054
  8. Inoussa Laouali; Isaías Gomes; Maria da Graça Ruano; Saad Dosse Bennani; Hakim El Fadili; Antonio Ruano. "Energy Disaggregation Using Multi-Objective Genetic Algorithm Designed Neural Networks". Energies (2022): https://doi.org/10.3390/en15239073.
    10.3390/en15239073
  9. El-Amarty, Naima; Marzouq, Manal; El Fadili, Hakim; Bennani, Saad Dosse; Ruano, A. E.. "A comprehensive review of solar irradiation estimation and forecasting using artificial neural networks: data, models and trends". Environmental Science and Pollution Research 30 3 (2022): 5407-5439. http://dx.doi.org/10.1007/s11356-022-24240-w.
    10.1007/s11356-022-24240-w
  10. Inoussa Laouali; Antonio Ruano; Maria da Graça Ruano; Saad Dosse Bennani; Hakim El Fadili. "Non-Intrusive Load Monitoring of Household Devices Using a Hybrid Deep Learning Model through Convex Hull-Based Data Selection". Energies 15 3 (2022): 1215-1215. https://doi.org/10.3390/en15031215.
    10.3390/en15031215
  11. Laouali, Inoussa Habou; Bot, Karol; Ruano, Antonio; Ruano, Maria da Graça; Bennani, Saad Dosse; El Fadili, Hakim. "Low frequency-based energy disaggregation using sliding windows and deep learning". E3S Web of Conferences 351 (2022): 01020. http://dx.doi.org/10.1051/e3sconf/202235101020.
    10.1051/e3sconf/202235101020
  12. Gomes, I.; Bot, K.; Ruano, M.D.G.; Ruano, A.; Gomes, Isaías; Bot, Karol; Ruano, Maria Graça; Ruano, A. E.. "Recent Techniques Used in Home Energy Management Systems: A Review". Energies 15 8 (2022): 2866. http://www.scopus.com/inward/record.url?eid=2-s2.0-85129008430&partnerID=MN8TOARS.
    10.3390/en15082866
  13. Bot, Karol; Santos, Samira; Laouali, Inoussa; Ruano, Antonio; Ruano, Maria da Graça. "Design of Ensemble Forecasting Models for Home Energy Management Systems". Energies 14 22 (2021): 7664. http://dx.doi.org/10.3390/en14227664.
    10.3390/en14227664
  14. Karol Bot; Inoussa Laouali; António Ruano; Maria da Graça Ruano. "Home Energy Management Systems with Branch-and-Bound Model-Based Predictive Control Techniques". Energies (2021): https://doi.org/10.3390/en14185852.
    10.3390/en14185852
  15. Miriam López Lineros; ANTONIO MADUEÑO LUNA; Pedro M. Ferreira; Antonio Ruano. "Optimized Design of Neural Networks for a River Water Level Prediction System". Sensors (2021): https://www.mdpi.com/1424-8220/21/19/6504.
    10.3390/s21196504
  16. Bot, Karol; Ruano, Antonio; Ruano, Maria da Graça. "Short-Term Forecasting Photovoltaic Solar Power for Home Energy Management Systems". Inventions 6 1 (2021): 12. http://dx.doi.org/10.3390/inventions6010012.
    10.3390/inventions6010012
  17. Fernandez de Canete, J.; del Saz-Orozco, P.; Gómez-de-Gabriel, J.; Baratti, R.; Ruano, Antonio; Rivas-Blanco, I.. "Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach". (2021): http://hdl.handle.net/10400.1/14968.
    10.1016/j.compchemeng.2020.107146
  18. Stefenon, Stéfano Frizzo; Dal Molin Ribeiro, Matheus Henrique; Nied, Ademir; Mariani, Viviana Cocco; Coelho, Leandro dos Santos; Menegat da Rocha, Diovana Fátima; Grebogi, Rafael Bartnik; Ruano, A. E.. "Wavelet group method of data handling for fault prediction in electrical power insulators". International Journal of Electrical Power & Energy Systems 123 (2020): 106269. http://dx.doi.org/10.1016/j.ijepes.2020.106269.
    Published • 10.1016/j.ijepes.2020.106269
  19. Bot, Karol; Ruano, Antonio; Ruano, Maria. "Forecasting electricity demand in households using MOGA-designed artificial neural networks". (2020): http://hdl.handle.net/10400.1/16330.
    10.1016/j.ifacol.2020.12.1985
  20. Antonio Ruano; Alvaro Hernandez; Jesus Ureña; Maria Ruano; Juan Garcia. "NILM Techniques for Intelligent Home Energy Management and Ambient Assisted Living: A Review". Energies 12 11 (2019): 2203-2203. https://doi.org/10.3390/en12112203.
    10.3390/en12112203
  21. H. Harkat; A.E. Ruano; M.G. Ruano; S.D. Bennani. "GPR target detection using a neural network classifier designed by a multi-objective genetic algorithm". Applied Soft Computing 79 (2019): 310-325. https://doi.org/10.1016/j.asoc.2019.03.030.
    10.1016/j.asoc.2019.03.030
  22. Conceicão EZE; António F. M. Sousa; João M. M. Gomes; Antonio Ruano. "HVAC Systems Applied in University Buildings with Control Based on PMV and aPMV Indexes". Inventions (2019): http://www.mdpi.com/2411-5134/4/1/3.
    10.3390/inventions4010003
  23. Hernández, Á.; Ruano, A.; Ureña, J.; Ruano, M.G.; Garcia, J.J.. "Applications of NILM Techniques to Energy Management and Assisted Living". IFAC-PapersOnLine 52 11 (2019): 164-171. http://dx.doi.org/10.1016/j.ifacol.2019.09.135.
    10.1016/j.ifacol.2019.09.135
  24. Ruano, Antonio. "Wireless Sensors and IoT Platform for Intelligent HVAC Control". Applied Sciences (2018): http://www.mdpi.com/2076-3417/8/3/370.
    10.3390/app8030370
  25. Conceição, E.Z.E.; Gomes, J.M.M.; Ruano, A.E.; Conceição, Eusébio Z.E.; Gomes, João M.M.; Ruano, António E.. "Application of HVAC Systems with Control Based on PMV Index in University Buildings with Complex Topology". IFAC-PapersOnLine 51 10 (2018): 20-25. http://www.scopus.com/inward/record.url?eid=2-s2.0-85050985921&partnerID=MN8TOARS.
    10.1016/j.ifacol.2018.06.230
  26. Silva, S.; Ruano, A.. "The IMBPC HVAC system: Wireless Sensors and IoT Platform". IFAC-PapersOnLine 51 10 (2018): 1-8. http://dx.doi.org/10.1016/j.ifacol.2018.06.227.
    10.1016/j.ifacol.2018.06.227
  27. Khosravani, H.; Ruano, A.; Ferreira, P.M.. "A New Convex Hull, Sliding Window Based Online Adaptation Method". IFAC-PapersOnLine 51 10 (2018): 211-216. http://dx.doi.org/10.1016/j.ifacol.2018.06.264.
    10.1016/j.ifacol.2018.06.264
  28. Harkat, H.; Ruano, A.; Ruano, M.G.; Bennani, S.D.. "Classifier Design by a Multi-Objective Genetic Algorithm Approach for GPR Automatic Target Detection". IFAC-PapersOnLine 51 10 (2018): 187-192. http://dx.doi.org/10.1016/j.ifacol.2018.06.260.
    10.1016/j.ifacol.2018.06.260
  29. Alamin, Yaser I.; Álvarez, José D.; del Mar Castilla, María; Ruano, Antonio. "An Artificial Neural Network (ANN) model to predict the electric load profile for an HVAC system". IFAC-PapersOnLine 51 10 (2018): 26-31. http://dx.doi.org/10.1016/j.ifacol.2018.06.231.
    10.1016/j.ifacol.2018.06.231
  30. Kianimajd, A.; Ruano, M.G.; Carvalho, P.; Henriques, J.; Rocha, T.; Paredes, S.; Ruano, A.E.. "Comparison of different methods of measuring similarity in physiologic time series". IFAC-PapersOnLine 50 1 (2017): 11005-11010. http://dx.doi.org/10.1016/j.ifacol.2017.08.2479.
    10.1016/j.ifacol.2017.08.2479
  31. Khosravani, H.; Ruano, A.; Ferreira, P.M.. "A Comparison of Four Data Selection Methods for Artificial Neural Networks and Support Vector Machines". IFAC-PapersOnLine 50 1 (2017): 11227-11232. http://dx.doi.org/10.1016/j.ifacol.2017.08.1577.
    10.1016/j.ifacol.2017.08.1577
  32. Pau, Giovanni; Collotta, Mario; Ruano, Antonio; Qin, Jiahu. "Smart Home Energy Management". Energies 10 3 (2017): 382. http://dx.doi.org/10.3390/en10030382.
    10.3390/en10030382
  33. Ferreira, R.; Ruano, M.G.; Ruano, A.E.. "Intelligent non-invasive modeling of ultrasound-induced temperature in tissue phantoms". Biomedical Signal Processing and Control 33 1 (2017): 141-150.
    Published • 10.1016/j.bspc.2016.11.017
  34. Alamin, Yaser; Castilla, María; Alvarez, J.; Ruano, Antonio. "An Economic Model-Based Predictive Control to Manage the Users’ Thermal Comfort in a Building". Energies 10 3 (2017): 321-321.
    Published • 10.3390/en10030321
  35. Hajimani, Elmira; Ruano, M.G.; Ruano, A.E.. "An intelligent support system for automatic detection of cerebral vascular accidents from brain CT images". Computer Methods and Programs in Biomedicine 146 1 (2017): 109-123.
    Published • 10.1016/j.cmpb.2017.05.005
  36. Khosravani, Hamid; Castilla, María; Berenguel, Manuel; Ruano, Antonio; Ferreira, Pedro. "A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building". Energies 9 1 (2016): 57-57. http://www.mdpi.com/1996-1073/9/1/57.
    Published • 10.3390/en9010057
  37. Ruano, Antonio; Pesteh, Shabnam; Silva, Sergio; Duarte, Helder; Mestre, Gonçalo; Ferreira, Pedro; Khosravani, Hamid; Horta, Ricardo. "The IMBPC HVAC system: a complete MBPC solution for existing HVAC systems". Energy and Buildings 120 1 (2016): 145-158.
    Published • 10.1016/j.enbuild.2016.03.043
  38. Khosravani, H.R.; Ruano, A.E.; Ferreira, P.M.. "A convex hull-based data selection method for data driven models". Applied Soft Computing 47 1 (2016): 515-533.
    Published • 10.1016/j.asoc.2016.06.014
  39. Fernandez de Canete, J.; Del Saz-Orozco, P.; Baratti, R.; Mulas, M.; Ruano, A.; Garcia-Cerezo, A.; Ruano, Antonio. "Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network". Expert Systems with Applications 63 1 (2016): 8-19. http://hdl.handle.net/10400.1/9204.
    Published • 10.1016/j.eswa.2016.06.028
  40. Ruano, A.; Pesteh, S.; Silva, S.; Duarte, H.; Mestre, G.; Ferreira, P.M.; Khosravani, H.; Horta, R.. "PVM-based intelligent predictive control of HVAC systems". IFAC-PapersOnLine 49 5 (2016): 371-376. http://www.scopus.com/inward/record.url?eid=2-s2.0-84991063623&partnerID=MN8TOARS.
    10.1016/j.ifacol.2016.07.141
  41. Ferreira, R.; Ruano, M.G.; Ruano, A.E.. "Non-invasive modelling of ultrasound-induced temperature in tissues: a b-splines neural network solution". IFAC-PapersOnLine 49 5 (2016): 297-302. http://dx.doi.org/10.1016/j.ifacol.2016.07.129.
    10.1016/j.ifacol.2016.07.129
  42. Mestre, Gonçalo; Ruano, Antonio; Duarte, Helder; Silva, Sergio; Khosravani, Hamid; Pesteh, Shabnam; Ferreira, Pedro; Horta, Ricardo. "An Intelligent Weather Station". Sensors 15 12 (2015): 31005-31022. http://www.mdpi.com/1424-8220/15/12/29841).
    Published • 10.3390/s151229841
  43. Ruano, Antonio; Khosravani, Hamid Reza; Ferreira, Pedro M.. "A Randomized Approximation Convex Hull Algorithm for High Dimensions". IFAC-PapersOnLine 48 10 (2015): 123-128. http://dx.doi.org/10.1016/j.ifacol.2015.08.119.
    10.1016/j.ifacol.2015.08.119
  44. Ruano, A.E.; Madureira, G.; Barros, O.; Khosravani, H.R.; Ruano, M.G.; Ferreira, P.M.; Ruano, Antonio; et al. "Seismic detection using support vector machines". Neurocomputing 135 5 (2014): 273-283. http://hdl.handle.net/10400.1/4781.
    Published • 10.1016/j.neucom.2013.12.020
  45. Ruano, António E.; Sam Ge, Shuzhi; Guerra, Thierry Marie; Lewis, Frank L.; Principe, Jose C.; Colnari¿?, Matjaž. "Computational intelligence in control". Annual Reviews in Control 38 2 (2014): 233-242. http://hdl.handle.net/10400.1/5614.
    Published • 10.1016/j.arcontrol.2014.09.006
  46. Ferreira, Pedro; Gomes, João; Martins, Igor; Ruano, António; Ferreira, P. M.; Gomes, João M.; Martins, I.; Ruano, Antonio. "Correction: Ferreira, P.M., et al. A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature. Sensors 2012, 12, 15750–15777". Sensors 13 7 (2013): 9547-9548. http://hdl.handle.net/10400.1/4815.
    Published • 10.3390/s130709547
  47. Ferreira, P.M.; Ruano, A.E.; Silva, S.; Conceição, E.Z.E.; Ferreira, P. M.; Ruano, Antonio; Silva, S. M.; Conceição, Eusébio. "Neural networks based predictive control for thermal comfort and energy savings in public buildings". Energy and Buildings 55 (2012): 238-251. http://hdl.handle.net/10400.1/2145.
    Published • 10.1016/j.enbuild.2012.08.002
  48. Ferreira, P. M.; Gomes, João M.; Martins, I.; Ruano, Antonio; Ferreira, Pedro; Gomes, João; Martins, Igor; Ruano, Antóniio. "A neural network based intelligent predictive sensor for cloudiness, solar radiation and air temperature". Sensors 12 11 (2012): 15750-15777. http://hdl.handle.net/10400.1/2044.
    Published • 10.3390/s121115750
  49. Vousdoukas, Michalis; Ferreira, P. M.; Almeida, Luis Pedro; Dodet, Guillaume; Psaros, Fotis; Andriolo, Umberto; Taborda, Rui; et al. "Performance of intertidal topography video monitoring of a meso-tidal reflective beach in South Portugal". Ocean Dynamics 61 10 (2011): 1521-1540. http://hdl.handle.net/10400.1/2167.
    Published • http://dx.doi.org/10.1007/s10236-011-0440-5
  50. Teixeira, C. A.; Pereira, W.C.A.; Ruano, A. E.; Ruano, M. G.; Pereira, W. C. A.; Ruano, Antonio; Ruano, M. Graça. "On the possibility of non-invasive multilayer temperature estimation using soft-computing methods". Ultrasonics 50 1 (2010): 32-43. http://hdl.handle.net/10400.1/5864.
    Published • 10.1016/j.ultras.2009.07.005
  51. Ruano, Antonio Eduardo de Barros; Guilherme, Madureira,; Madureira, G.; Ruano, Antonio. "A Neural Network Seismic Detector". Acta Technica Jaurinensis 2 2 (2009): 159-170. http://hdl.handle.net/10400.1/2178.
    Published
  52. Conceição, E.Z.E.; Lúcio, Ma.M.J.R.; Ruano, A.E.B.; Crispim, E.M.; Conceição, Eusébio; Lúcio, Maria Manuela Jacinto do Rosário; Ruano, Antonio; Crispim, E. M.. "Development of a temperature control model used in HVAC systems in school spaces in Mediterranean climate". Building and Environment 44 5 (2009): 871-877. http://hdl.handle.net/10400.1/2195.
    Published • 10.1016/j.buildenv.2008.06.015
  53. Botzheim, J.; Cabrita, C.; Kóczy, L. T.; Ruano, A. E.. "Fuzzy rule extraction by bacterial memetic algorithms". International Journal of Intelligent Systems 24 3 (2009): 312-339.
    Published • 10.1002/int.20338
  54. Ferreira, P.M.; Ruano, A.E.; Ferreira, P. M.; Ruano, Antonio. "Online Sliding-Window Methods for Process Model Adaptation". IEEE Transactions on Instrumentation and Measurement 58 9 (2009): 3012-3020. http://hdl.handle.net/10400.1/2232.
    Published • 10.1109/TIM.2009.2016818
  55. Teixeira, C.A.; Ruano, M.G.; Ruano, A.E.; Pereira, W.C.A.; Teixeira, C. A.; Ruano, M. Graça; Ruano, Antonio; Pereira, W. C. A.. "A Soft-Computing Methodology for Noninvasive Time-Spatial Temperature Estimation". IEEE Transactions on Biomedical Engineering 55 2 (2008): 572-580. http://hdl.handle.net/10400.1/2246.
    Published • 10.1109/TBME.2007.901029
  56. Teixeira, Cesar A.; Grac¸a Ruano, Maria; Ruano, Anto¿?nio; Pereira, Wagner C.. "Multilayered non-invasive temperature estimation from backscattered ultrasound". The Journal of the Acoustical Society of America 123 5 (2008): 3227-3227.
    Published • 10.1121/1.2933447
  57. Teixeira, César A.; Graça Ruano, M.; Ruano, António E.; Pereira, Wagner C.A.. "Neuro-genetic non-invasive temperature estimation: Intensity and spatial prediction". Artificial Intelligence in Medicine 43 2 (2008): 127-139.
    Published • 10.1016/j.artmed.2008.03.008
  58. Ruano, Antonio Eduardo de Barros; Crispim, E. M.; Ferreira, P.M.; Crispim, E.M.; Ruano, A.E.; Ruano, Antonio; Ferreira, P. M.. "Prediction of the solar radiation evolution using computational intelligence techniques and cloudiness indices". International Journal of Innovative Computing Information and Control 4 5 (2008): 1121-1133. http://www.scopus.com/inward/record.url?eid=2-s2.0-48249092641&partnerID=MN8TOARS.
    Published
  59. Teixeira, C. A.; Ruano, A. E.; Ruano, M. G.; Pereira, W.C.A.. "Generalization assessment of non-invasive black-box temperature estimators from therapeutic ultrasound". Revista Brasileira de Engenharia Biomédica 23 2 (2007): 143-151.
    Published
  60. Ruano, Antonio Eduardo de Barros; Botzheim, J.; Cabrita, C.; Koczy, Laszlo T.; Ruano, Antonio; Cabrita, Cristiano Lourenço; Kóczy, László T.. "Genetic and Bacterial Programming for B-Spline Neural Networks Design". Journal of Advanced Computational Intelligence Informatics 11 2 (2007): 220-231. http://hdl.handle.net/10400.1/2254.
    Published
  61. Ruano, A.E.; Crispim, E.M.; Conceição, E.Z.E.; Lúcio, M.M.J.R.; Ruano, Antonio; Crispim, E. M.; Conceição, Eusébio; Lúcio, Maria Manuela Jacinto do Rosário. "Prediction of building's temperature using neural networks models". Energy and Buildings 38 6 (2006): 682-694. http://hdl.handle.net/10400.1/2239.
    Published • 10.1016/j.enbuild.2005.09.007
  62. Teixeira, C. A.; Ruano, M. G.; Pereira, W.C.A.; Ruano, A. E.; Negreira, C.. "Linear versus non-linear non-invasive temperature predictors in a homogeneous medium subjected to physiotherapeutic ultrasound". Revista Brasileira de Engenharia Biomédica 22 2 (2006): 131-141.
    Published
  63. Pashkevich, A.; Kazheunikau, M.; Ruano, A. E.; Ruano, Antonio. "Neural network approach to collision free path-planning for robotic manipulators". International Journal of Systems Science 37 8 (2006): 555-564. http://hdl.handle.net/10400.1/2249.
    Published • 10.1080/00207720600783884
  64. Teixeira, C. A.; Ruano, A. E.; Ruano, M. Graça; Pereira, W. C. A.; Negreira, C.. "Non-invasive temperature prediction of in vitro therapeutic ultrasound signals using neural networks". Medical & Biological Engineering & Computing 44 1-2 (2006): 111-116.
    Published • 10.1007/s11517-005-0004-2
  65. Ruano, A. E.; Fleming, P. J.; Ruano, Antonio. "Special Issue on the 6th Portuguese Conference on Automatic Control (Controlo 2004)". International Journal of Systems Science 37 8 (2006): 493-494. http://hdl.handle.net/10400.1/2236.
    Published • 10.1080/00207720600783751
  66. Ruano, A.E.; Fleming, P.J.; Ruano, Antonio; Fleming, P. J.. "Special section on intelligent control systems and signal processing". Control Engineering Practice 14 5 (2006): 525-526. http://hdl.handle.net/10400.1/2345.
    Published • 10.1016/j.conengprac.2005.09.005
  67. Teixeira, C. A.; Cortela, G.; Gomez, H.; Ruano, M. G.; Ruano, A. E.; Negreira, C.; Pereira, W.C.A.. "Temperature models of a homogeneous medium under therapeutic ultrasound". Revista Brasileira de Engenharia Biomédica 20 2-3 (2004): 97-101.
    Published
  68. Ruano, A.E.; Fleming, P.J.; Teixeira, C.; Rodriguez-Vázquez, K.; Fonseca, C.M.; Ruano, Antonio; Fleming, P. J.; Teixeira, C. A.; Fonseca, C. M.. "Nonlinear identification of aircraft gas-turbine dynamics". Neurocomputing 55 3-4 (2003): 551-579. http://hdl.handle.net/10400.1/2286.
    Published • 10.1016/S0925-2312(03)00393-X
  69. Ferreira, P.M.; Faria, E.A.; Ruano, A.E.; Ferreira, P. M.; Faria, E. A.; Ruano, Antonio. "Neural network models in greenhouse air temperature prediction". Neurocomputing 43 1-4 (2002): 51-75. http://hdl.handle.net/10400.1/2343.
    Published • 10.1016/S0925-2312(01)00620-8
  70. Rutkovsky, V. Y.; Zemlyakov, S. D.; Sukhanov, V. M.; Glumov, V. M.; Kulikov, G. G.; Epifanov, S. V.; Ruano, A. E.; Ruano, Antonio. "Some questions of condition monitoring of turbopropengine transmission". Trans. of Institute of Control Sciences, 19 (2002): 52-67. http://hdl.handle.net/10400.1/2351.
    Published
  71. Ruano, A. E.; Cabrita, C.; Oliveira, J. V.; Kóczy, L. T.; Ruano, Antonio; Cabrita, Cristiano Lourenço; Kóczy, László T.. "Supervised training algorithms for B-Spline neural networks and neuro-fuzzy systems". International Journal of Systems Science 33 8 (2002): 689-711. http://hdl.handle.net/10400.1/2338.
    Published • 10.1080/00207720210155062
  72. Hernandez, V.; Ruano, A.E.. "Preface to the Special Section on Algorithms and Architectures for Real-time Control". Control Engineering Practice 9 4 (2001): 393-394.
    Published • 10.1016/S0967-0661(00)00128-3
  73. Hernandez, V.; Ruano, Antonio; Fleming, P. J.. "Preface to the special section on algorithms and architectures for real-time control". (2001): http://hdl.handle.net/10400.1/2276.
    http://dx.doi.org/10.1016/S0967-0661(97)00139-1
  74. Ferreira, P.M.; Faria, E.A.; Ruano, A.E.. "Design and Implementation of a real-time data acquisition system for the identification of dynamic temperature models in". Acta Horticulturae 519 (2000): 191-199.
    Published
  75. Lima, João M.G.; Ruano, António E.; Lima, J.M.G.; Ruano, A.E.; Lima, João; Ruano, Antonio. "Neuro-genetic PID autotuning: time invariant case". Mathematics and Computers in Simulation 51 3-4 (2000): 287-300. http://www.scopus.com/inward/record.url?eid=2-s2.0-0347998639&partnerID=MN8TOARS.
    Published • 10.1016/S0378-4754(99)00124-X
  76. Cunha, J. B.; Couto, C.; Ruano, Antonio; Ruano, A. E.. "A greenhouse climate multivariable predictive controller". Acta Horticulturae 534 (2000): 269-276. http://hdl.handle.net/10400.1/2208.
    Published
  77. Daniel, H.A.; Ruano, A.E.B.. "Performance comparison of parallel architectures for real-time control". Microprocessors and Microsystems 23 6 (1999): 325-336.
    Published • 10.1016/S0141-9331(99)00040-X
  78. Ruano, Antonio; Azevedo, Ana Beatriz da Piedade de; Ruano, A.E.; Azevedo, A.B.; Ruano, António E.; Azevedo, Ana B.. "B-splines neural network assisted PID autotuning". International Journal of Adaptive Control and Signal Processing 13 4 (1999): 291-306. http://hdl.handle.net/10400.1/2201.
    Published • http://dx.doi.org/10.1002/(SICI)1099-1115(199906)13:4<291::AID-ACS54
  79. Ruano, A.E.B.; Fleming, P.J.. "Preface to the special section on algorithms and architectures for real-time control". Control Engineering Practice 5 10 (1997): 1427-1428.
    Published • 10.1016/S0967-0661(97)00139-1
  80. Boaventura Cunha, J.; Couto, C.; Ruano, A.E.; Cunha, J. B.; Ruano, Antonio. "Real-time parameter estimation of dynamic temperature models for greenhouse environmental control". Control Engineering Practice 5 10 (1997): 1473-1481. http://hdl.handle.net/10400.1/2181.
    Published • 10.1016/S0967-0661(97)00145-7
  81. Ruano, Antonio; Ruano, A. E.. "Algorithms and architectures for real-time control". IFAC Newsletter 6 (1997): 2-2. http://hdl.handle.net/10400.1/2190.
  82. Ruano, A.E.B.; Lima, J. M. G.; Mamat, R.; Fleming, P. J.; Ruano, Antonio; Lima, João. "Comparison of alternative approaches to neural network PID autotuning". Journal of Systems Engineering 6 3 (1996): 166-176. http://hdl.handle.net/10400.1/2330.
    Published
  83. Ruano, A.E.B.; Fleming, P.J.; Jones, D.I.. "An efficient parallel implementation of a least squares problem". Computing Systems in Engineering 6 4-5 (1995): 313-318.
    Published • 10.1016/0956-0521(95)00041-0
  84. Ruano, A. E.; Fleming, P.J.; Jones, D.I.. "Connectionist approach to PID autotuning". IEE Proceedings D Control Theory and Applications 139 3 (1992): 279-279. http://dx.doi.org/10.1049/ip-d.1992.0037.
    Published • 10.1049/ip-d.1992.0037
Magazine article
  1. Ruano, A. E.. "Sistemas de controlo inteligentes de energia", Ualg Zine, 2017
  2. Ruano, A. E.. "CINTAL: Centro de Investigação Tecnológica do Algarve", UALg Zine, 2017
  3. Gomes, J. M.; Ferreira, P.M.; Ruano, A. E.; Gomes, João; Ferreira, P. M.; Ruano, Antonio. "Cloudspotter", UALg Zine, 2012, http://hdl.handle.net/10400.1/2380.
  4. Ruano, A. E.; Ferreira, P.M.; Conceição, E.Z.E.; Ruano, Antonio; Ferreira, P. M.; Conceição, Eusébio. "Utilização Inteligente de Energia em Edifícios Públicos", UALg Zine, 2012, http://hdl.handle.net/10400.1/2381.
  5. Ruano, A. E.; Ruano, A. E.. "Computational Intelligence", Public Service - European Union, 2012, http://hdl.handle.net/10400.1/2508.
    10.1007/978-3-319-99283-9
  6. Teixeira, C. A.; Cortela, G.; Gomes, H.; Ruano, M. G.; Ruano, A. E.; Negreira, C.; Pereira, W.C.A.. "Temperature Models of a Homogeneous Medium under Therapeutic Ultrasound.", IFMBE Newsletter, 2004
  7. Fleming, P. J.; Ruano, A. E.; Ruano, Antonio. "Intelligent Control and Signal Processing", IFAC Newsletter, 2003
Report
  1. Ruano, A. E.; Ruano, Antonio. 2005. Estudo da utilização de energia solar nas escolas básicas e secundárias da região do Algarve. http://hdl.handle.net/10400.1/2362.
  2. Ruano, A. E.; Ruano, Antonio. 2005. Tele-Experimentação de Técnicas de Monitorização via Internet com Aplicações em Agricultura e Energia Solar (TeleAgriSol). http://hdl.handle.net/10400.1/2361.
Thesis / Dissertation
  1. Ruano, A. E.; Ruano, Antonio. "Applications of Neural Networks to Control Systems (PhD Thesis)". PhD, Bangor University, 1992. http://hdl.handle.net/10400.1/2320.
  2. Ruano, A. E.. "Um Executivo de Tempo Real para Controlo de Processos (MSc. Thesis)". Master, Universidade de Coimbra Departamento de Engenharia Electrotécnica e de Computadores, 1989.

Other

Dataset
  1. Ruano, A. E.. HEMStoEC: Home Energy Management Systems to Energy Communities DataSet (https://doi.org/10.5281/zenodo.8096648, https://zenodo.org/record/8096648). Zenodo. 2023.
Other output
  1. Seminar: Modelling Diabetic Patients Clinical Parameters to Understand Dyslipidemia, Universidad Nacional de Asuncion, Paraguay. 2019. Ruano, A. E..
  2. Seminar: Designing computational intelligence models with ApproxHull and the MOGA framework, Universidad de Alcalá de Henares, Spain. 2019. Ruano, A. E..
  3. Seminar: Computational Intelligence Techniques for Non-invasive modelling of ultrasound-induced temperature in tissues and CVA Diagnosis by Cerebral Computerized Tomography, 1st Meeting of Nuevas Vias No-Invasivas de Diagnostico Temprano en Enfermedades Crónicas y Degenerativas (DITECROD), CINVESTAV, México. 2018. Ruano, A. E..
  4. Seminar: Neural Networks based Predictive Control for Thermal Comfort and Energy Savings in Public Buildings, University of Melbourne, Australia. 2012. Ruano, A. E..
  5. Gradient-based algorithms for the training of neural networks and neuro-fuzzy systems, Evolutionary algorithms for the design of neural networks and neuro-fuzzy systems, Application Examples (PhD Course, Universidade de Gyor, Hungria). 2012. Ruano, A. E..
  6. Towards a More Analytical Training of Neural Networks and Neuro-Fuzzy Models, PhD Course, Universidade de Gyor, Hungria. 2012. Ruano, A. E..
  7. Intelligent Computational Systems, PhD Course, Universidade de Gyor, Hungria. 2009. Ruano, A. E..
  8. Adaptive Systems, MSc. Course, Universidade de Gyor, Hungria. 2009. Ruano, A. E..
  9. Seminar: Modelação e Controlo com Técnicas de Inteligência Computacional no Centro de Sistemas Inteligentes, Universidade do Uruguay, Montevideo. 2006. Ruano, A. E..
  10. Seminar: Research Topics in Intelligent Control in CSI, Universidade de San Diego (SDSU), USA. 2005. Ruano, A. E..
  11. Seminar: Identificação de Sistemas não-lineares através de Técnicas de Soft-Computing, Curso de Tecnologias Básicas del Ultrasonido em Bioengenieria, Cinvestav, México. 2003. Ruano, A. E..
  12. Seminar: Construção de Modelos Neuronais Supervisionados Diretos, Universidade Federal do Rio de Janeiro, Brasil. 2003. Ruano, A. E..
  13. Seminar: Experiences with e-Learning in the University of Algarve, Seminário Cuba-Portugal sobre Novas Tecnologias da Informação e Comunicação, Central de Las Villas, Santa Clara, Cuba. 2002. Ruano, A. E..
  14. Seminar: Aplicações Informáticas na Medicina, Seminário Cuba-Portugal sobre Novas Tecnologias da Informação e Comunicação, Central de Las Villas, Santa Clara, Cuba. 2002. Ruano, A. E..
  15. Seminar: Introdução às Redes Neuronais, Universidad Nacional Autónoma de Mexico, México,. 2002. Ruano, A. E..
  16. Seminar: Automatic Tuning of Controllers using a Neural-Genetic System, Universidade de Macau, Portugal. 1999. Ruano, A. E..
  17. Seminar: Training Neural Networks: en Optimization and Parallel Processing Perspective, Instituto de Investigaciones en Matematicas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autonoma de Mexico, México. 1995. Ruano, A. E..
  18. Seminar: Parallel Implementation of a Neural Network Training Algorithm, Dept. of Automatic Control & Systems Engineering, Sheffield, U.K.. 1994. Ruano, A. E..
  19. Seminar: Introdução ao Matlab, Universidade de Trás-os-Montes e Alto Douro, Portugal. 1993. Ruano, A. E..
  20. Seminar: Artificial Neural Networks: a Mathematical Perspective, School of Mathematics, University College of North Wales, Bangor, U.K.,. 1991. Ruano, A. E..
  21. Seminar: Application of Neural Networks to Control Systems, School of Electronic Eng. and Computing Science, University College of North Wales, Bangor, U.K.,. 1989. Ruano, A. E..
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - Current Classificação automática de nuvens no auxílio de estudos da evolução de convecção (provisório)
Supervisor
 Meteorologia (PhD)
Instituto Nacional de Pesquisas Espaciais, INPE, Brazil
2021/10 - 2023/10 Implementation of a model design framework in a GPU Server Platform
Supervisor
 Engenharia Informática (Master)
Universidade do Algarve, Portugal
2018/07 - 2023/02 Energy Disaggregation with Computational Intelligence Techniques
Co-supervisor
 Computer Science (PhD)
University Sidi Mohammed Ben Abdellah, Morocco
2020/10 - 2022/02 Deep Learning Applications in Non-Intrusive Load Monitoring
Supervisor of Yousra Gaimes
 Engenharia Informática (Master)
Universidade do Algarve, Portugal
2017/10 - 2018/12 Intelligent Forecasting of Electricity Consumption in Buildings, for Application in the Iberian Market of Electricity Bidding
Supervisor of Manuel Sous
 Mestrado Integrado em Engenharia Eletrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2016/07 - 2018/07 Intelligent Support System for Ground Penetrating Radar Data Inversion
Co-supervisor of Houda Harkat
 Applied Physics (Specialty in Telecommunication) (PhD)
University Sidi Mohammed Ben Abdellah, Morocco
2013/01 - 2017/04 Intelligent Support System for CVA Diagnosis by Cerebral Computerized Tomography
Co-supervisor
 Doutoramento em Engenharia Informática (PhD)
Universidade do Algarve, Portugal
2016 - 2016 Predição da energia elétrica fornecida por um sistema fotovoltaico
Supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2015 - 2015 Predictive Models of Buildings Energy Consumption
Supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2015 - 2015 Predictive Control of HVAC Systems in Buildings
Supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2014 - 2014 Design of Neuro-Fuzzy Models by Evolutionary and Gradient-based Algorithms
Supervisor
 Doutoramento em Eng. Eletrónica (PhD)
Universidade do Algarve, Portugal
2013 - 2013 Instrumentação e Controlo para Regulação de pH em Sistemas de Cultivo de Organismos Aquáticos
Co-supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2013 - 2013 Desenho de modelos neuronais para deteção de sismos
Co-supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2013 - 2013 Estufa Inteligente
Supervisor
 Mestrado em Electrónica e Telecomunicações (Degree)
Universidade do Algarve, Portugal
2011 - 2011 Implementation of an intelligent sensor for measurement and prediction of solar radiation and atmospheric temperature
Co-supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2010 - 2010 Detecção de eventos sísmicos utilizando redes neuronais.
Supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2010 - 2010 Desenho e implementação de ferramentas de e-learning: uso mais eficiente de objectos de aprendizagem
Supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2010 - 2010 Neural models design for solar radiation and atmospheric temperature forecast
Co-supervisor
 Mestrado em Electrónica e Telecomunicações (Master)
Universidade do Algarve, Portugal
2003/07 - 2008/03 Soft-computing techniques applied to artificial tissue temperature estimation
Co-supervisor of César Alexandre Domingues Teixeira
 Doutoramento em Eng. Eletrónica (PhD)
Universidade do Algarve, Portugal
2000/10 - 2008/01 Application of Computational Intelligence Methods to Greenhouse Environmental Control
Supervisor of Pedro Miguel Frazão Ferreira
 Doutoramento em Eng. Eletrónica (PhD)
Universidade do Algarve, Portugal
2008 - 2008 Identification of intelligent computational models by evolutionary and gradient based learning algorithms
Co-supervisor
 Doutoramento (PhD)
Budapesti Muszaki es Gazdasagtudomanyi Egyetem, Hungary
2007 - 2007 Aplicação de Redes Neuronais Artificiais ao Apoio no Diagnostico de AVCs Isquémicos por Tomografia Computorizada
Co-supervisor
 Mestrado em Imagiologia Médica (Master)
Universidade do Algarve, Portugal
2007 - 2007 Utilização de técnicas de inteligência computacional para previsão do consumo e preço de energia no estado do Alabama - EUA
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
2006 - 2006 Implementação de ANNs num sistema reconfigurável analógico
Co-supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
2005 - 2005 Modelos térmicos de edifícios utilizando Redes Neuronais
Co-supervisor
 Mestrado em Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa, Portugal
2005 - 2005 Aplicação de métodos de gradiente no treino de redes neuronais do tipo "spiking"
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1996/10 - 2004/09 Auto-Sintonia de Controladores PID: uma Abordagem Neuro-Genética.
Supervisor of João Miguel Brito Lima
 Doutoramento em Eng. Eletrónica (PhD)
Universidade do Algarve, Portugal
1995/06 - 2004/09 Paralelização Automática de Algoritmos Matriciais
Supervisor of Helder Daniel Aniceto
 Doutoramento em Eng. Eletrónica (PhD)
Universidade do Algarve, Portugal
2004 - 2004 Concepção e implementação de um sistema de informaçao para um Centro de Investigação, acessível através da Internet
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
2004 - 2004 Detecção e seguimento de obstáculos móveis
Co-supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
2003 - 2003 Controlo da temperatura, pH e condutividade da solução nutriente de uma estufa hidropónica
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1994/09 - 2002/02 Estudo e Desenvolvimento de Solução de Instrumentação e Controlo aplicado a Estufas de Produção Agrícola
Co-supervisor of José Boaventura Ribeiro da Cunha
 Doutoramento (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2002 - 2002 Desenvolvimento de esquemas de ensino baseados na www
Supervisor
 Mestrado em Engenharia de Sistemas e Computação (Master)
Universidade do Algarve, Portugal
2002 - 2002 Desenvolvimento de material multimédia para utilização em esquemas de ensino baseado na web
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
2001 - 2001 Algoritmos Construtivos para Treino de Redes Neuronais B-Splines
Supervisor
 Mestrado em Engenharia de Sistemas e Computação (Master)
Universidade do Algarve, Portugal
2001 - 2001 Construção de uma plataforma móvel e estudo de estratégias de aprendizagem por reforço
Co-supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1995/10 - 2000/07 Resolução de Problemas de Optimização Combinatória em Máquinas Paralelas.
Co-supervisor
 Doutoramento em Matemática (PhD)
Universidade do Algarve, Portugal
1999 - 1999 Sintonia Automática de Controladores PID usando Redes Neuronais com Adaptação em Tempo Real
Supervisor
 Mestrado em Engenharia de Sistemas e Computação (Master)
Universidade do Algarve, Portugal
1999 - 1999 Simulador em Matlab de Algoritmos Paralelos em Arquitecturas Homogéneas e Heterogéneas.
Supervisor
 Mestrado em Engenharia de Sistemas e Computação (Master)
Universidade do Algarve, Portugal
1999 - 1999 Pacote de software para ensino através da Internet
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1999 - 1999 Identificação de uma turbina a gás Spey da Rolls-Royce.
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1999 - 1999 Desenvolvimento e integração de um pacote de software para ensino à distância.
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1998 - 1998 Incorporação de funções de base radial num processo baseado em algortimos genéticos
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1997 - 1997 Comparação do desempenho de algoritmos PID para controlo ambiental de estufas
Supervisor
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1996 - 1996 Projecto e implementação de um sistema de tempo real para aquisição de dados e controlo ambiental em estufas
Supervisor of Pedro Miguel Ferreira
 Licenciature em Engenharia de Sistemas e Computação (Degree)
Universidade do Algarve, Portugal
1995 - 1995 Um Modelo em Simulink para Sintonia Automática de Controladores PID usando Redes Neuronais
Supervisor
 Provas de Aptidão Pedagógica e Capacidade Científica (Other)
Universidade do Algarve, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023 - 2023 Associate Editor, 22th IFAC World Congress, Yokohama, Japan (2023 - 2023)
2023 - 2023 Co-Chair of the Track Electronics and Signal Processing for IoT, 6th IFIP International Internet Of Things (IoT) Conference, Dallas, USA, (2023 - 2023)
1996 - 2023 Session Chair of more than 40 International Conferences (1996 - 2023)
1996 - 2023 International Program Comittee Member of more than 140 International Conferences (1996 - 2023)
2022 - 2022 President of the International Program of the 7th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2022), Fez, Morocco (2022 - 2022)
2020 - 2020 Associate Editor of 21st IFAC World Congress, Berlin, Germany (2020 - 2020)
Congress
2020 - 2020 President of the International Program of the 6th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2020), Fez, Morocco (2020 - 2020)
2019 - 2019 President of the International Program of the 5th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2019), Fez, Morocco (2019 - 2019)
2019 - 2019 Awards Commitee Member in 5th IFAC Conference on Intelligent Control and Automation Science (ICONS 2019), Belfast, Northern Ireland (2019 - 2019)
2018 - 2018 Global Chairman of the 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT 2018), Universidade do Algarve, Portugal (2018 - 2018) IFAC, Portugal
2018 - 2018 Session Chair: Time Based Computation with Pulse Trains, José C. Principe (keynote Speech), 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control – CESCIT 2018, Faro, Portugal (2018 - 2018)
2018 - 2018 Smart Home and Buildings Management and Control, Special Session Chairman and Organizer, 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control – CESCIT 2018, Faro, Portugal (2018 - 2018)
2017 - 2017 Associate Editor of 20th IFAC World Congress, Toulose, France (2017 - 2017) IFAC, Portugal
2017 - 2017 Local Organizer: 4th Experiment@ International Conference (expat’17), Universidade do Algarve, Portugal (2017 - 2017)
2017 - 2017 General Chairman of 9th European Symposium on Computational Intelligence and Mathematics, Faro, Portugal (2017 - 2017)
2016 - 2016 Advisory/Steering Committee of 7th IEEE International Workshop on Soft Computing and Applications, Arad, Romenia (2016 - 2016) IEEE, Portugal
2015 - 2015 International Program Committee Co-Chairman of 7th International Conference on Neural Computation Theory and Applications (NCTA 2015), Lisboa, Portugal (2015 - 2015) INSTICC, Portugal
2015 - 2015 International Program Committee Co-Chairman of 2nd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT), Maribor, Slovenia (2015 - 2015) IFAC, Portugal
2014 - 2014 Associate Editor of 19th IFAC World Congress, Cape Town, South Africa (2014 - 2014) IFAC, Portugal
2014 - 2014 Advisory/Steering Committee of 6th IEEE International Workshop on Soft Computing and Applications, Timisoara, Romenia (2014 - 2014)
2013 - 2013 Advisory/Steering Committee in IFAC International Workshop on Adaptation and Learning in Control and Signal Processing ALCOSP, Caen, France (2013 - 2013) IFAC, Portugal
2013 - 2013 Session Chair: Robot & Remote-Controlled Machine Technology toward Social Resilience against Disasterss, Hajime Asama (Keynote), in 3rd IFAC International Conference on Intelligent Control and Automation Science (ICONS 2013), Chengdu, China (2013 - 2013) IFAC, Portugal
2013 - 2013 Session Chair: Doctoral Consortium , in 6th International Joint Conference on Computational Intelligence, Porto, Portugal (2013 - 2013) INSTICC, Portugal
2013 - 2013 General Co-Chair of 3rd IFAC International Conference on Intelligent Control and Automation Science (ICONS 2013), Chengdu, China (2013 - 2013) IFAC, Portugal
2012 - 2012 Advisory/Steering Committee of 5th IEEE International Workshop on Soft Computing and Applications, Szeged, Romenia (2012 - 2012) IEEE, Portugal
2012 - 2012 International Program Committee Co-Chair of the 1st IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT), Wurzburg; Germany (2012 - 2012) IFAC, Portugal
2011 - 2011 Associate Editor of the 18th IFAC World Congress, Milano, Italy (2011 - 2011) IFAC, Portugal
2011 - 2011 Publicity Chair for Europe of 5th IEEE Int Conference on Cybernetics and Intelligent Systems (CIS), Qingdao, China (2011 - 2011) IEEE, Portugal
2010 - 2010 Advisory/Steering Committee of the 4th IEEE International Workshop on Soft Computing and Applications, Arad-Romania (2010 - 2010) IEEE, Portugal
2010 - 2010 Chairman of Special Sessions Committee of 4th IEEE International Workshop on Soft Computing Applications, Arad-Romania (2010 - 2010) IEEE, Portugal
2010 - 2010 Global Chairman of IFAC Conference on Control Methodologies and Technology for Energy Efficiency (CMTEE 2010), Vilamoura, Portugal (2010 - 2010) IFAC, Portugal
2009 - 2009 Chairman of Special Sessions Committee of 3rd IEEE International Workshop on Soft Computing Applications, Szeged-Hungary and Arad-Romania (2009 - 2009) IEEE, Portugal
2009 - 2009 Advisory/Steering Committee of 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing (ICONS 2009), Istambul, Turkey (2009 - 2009) IFAC, Portugal
2008 - 2008 Associate Editor of the 19th IFAC World Congress, Cape Town, South Africa (2008 - 2008) IFAC, Portugal
2008 - 2008 Session Chair: Model Predictive Control: Stability and Robustness Issues, Eduardo Camacho (Keynote), 8th Portuguese Conference on Automatic Control, Vila Real, Portugal (2008 - 2008) APCA, Portugal
2007 - 2007 Chairman of Special Sessions Committee of 2nd IEEE Int. Workshop on Soft Computing Applications, Gyula (Hungary) and Oradea (Romenia) (2007 - 2007) IEEE, Portugal
2007 - 2007 Global Chairman of IEEE 7th Conference on Mobile Robots and Competitions, Paderne, Porugal (2007 - 2007) IEEE, Portugal
2006 - 2006 Chairman of Global Education Technology Symposium (GETS 2006), Universty of Algarve, Portugal (2006 - 2006) GETS, Portugal
2005 - 2005 International Program Committee Chairman of IEEE International Workshop on Soft Computing Applications (SOFA-2005), Szeged-Hungary and Arad-Romania, (2005 - 2005) IEEE, Portugal
2005 - 2005 International Program Committee Chairman of IEEE International Symposium on Intelligent Signal Processing (WISP 2005), Universidade do Algarve, Portugal (2005 - 2005) IEEE, Portugal
2004 - 2004 Session Chair: CO7: Converging Trends in Complex Software-Intensive Control, Ricardo Sanz (Keynote), 6º Encontro Português de Controlo Automático (Controlo 2004), Faro, Portugal (2004 - 2004) APCA, Portugal
2004 - 2004 General Chairman of 6º Encontro Português de Controlo Automático (Controlo 2004); University of Algarve, Portugal (2004 - 2004) APCA, Portugal
2003 - 2003 General Chairman of IFAC International Conference on Intelligent Control and Signal Processing (ICONS’2003), Vilamoura, Portugal (2003 - 2003) IFAC, Portugal
2003 - 2003 Session Chair: Data Mining, Neural Networks and Rule Extraction, Jacek Zurada (Keynote Speech), IFAC International Conference on Intelligent Control and Signal Processing (ICONS’2003), Universidade do Algarve, Portugal, (2003 - 2003)
1999 - 1999 Design Tools and Methodologies for Real-Time Systems (9d-03), Special Session Chairman and Organizer, 14th IFAC World Congress, Beijing, China (1999 - 1999)
1997 - 1997 Session Chair: Real-Time Control of Unconventionally Sampled Data Systems, Pedro Albertos (Keynote), 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control, Vilamoura, Portugal (1997 - 1997) IFAC, Portugal
1997 - 1997 Chairman of 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control (AARTC’97), Vilamoura, Portugal (1997 - 1997) IFAC, Portugal
1997 - 1997 Parallel Architectures for Real-Time Signal Processing and Control, Special Session Chairman and Organizer, 4th IFAC Workshop on Algorithms and Architectures for Real-Time Control, Vilamoura, Portugal, (1997 - 1997)
1996 - 1996 Session Chair: The Evolution of Optimization in Control, P.J. Fleming (Keynote), 2º Encontro Português de Controlo Automático, (Controlo 96), Porto, Portugal (1996 - 1996) APCA, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
1991 - 2024 Speaker in more than 180 International and National Conferences, peer-reviewed
2023 - 2023 Keynote Speech: Boosting energy communities: from home energy management systems to intelligent energy aggregators, Intelligent Systems Center Keynote Speech, IDMEC Day, IST, Lisbon, Portugal.
2023 - 2023 Keynote Speech: From Home Energy Management Systems to Communities of Energy, Keynote Speech. Int. Workshop on Artificial Intelligence for public & tourism sector, Faro, Portugal.
2022 - 2022 Keynote Speech: Recent Advances in Home Energy Management Systems, Keynote Speech. 7th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2022), Morocco
2020 - 2020 Keynote Speech: Computational Intelligence Techniques for Home Energy Management Systems, 6th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2020), Fez, Morocco.
2019 - 2019 Keynote Speech: Designing computational intelligence models with ApproxHull and the MOGA framework. The 5th IEEE International Conference on Wireless Technologies, Embedded Systems and Intelligent Systems (WITS 2019), Fez, Morocco
2018 - 2018 Keynote Speech.: pre-commercial Intelligent Model-Based Predictive Control Solution for existing HVAC systems. XIV Simposio CEA de Control Inteligente, Málaga, Spain
2017 - 2017 Keynote Speech: Exemplo de aplicação de tecnologias de controlo inteligente para a eficiência energética em edifícios, em Jornada transfronteriza: el impulso de la construcción sostenible, una oportunidad para generar empleo, Aracena, Spain
Meeting
 Jornada transfronteriza: el impulso de la construcción sostenible, una oportunidad para generar empleo
2016 - 2016 Keynote Speech: The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems, in 8th European Symposium on Computational Intelligence and Mathematics, Sofia, Bulgaria
Symposium
 8th European Symposium on Computational Intelligence and Mathematics
2014 - 2014 The TC on Computational Intelligence in Control, in Milestone Session Chairman and Organizer: Computational Intelligence in Control, in 19th IFAC World Congress
Congress
 19th IFAC World Congress
IFAC, Portugal
2012 - 2012 Keynote Speech: Intelligent Predictive Control for Thermal Comfort and Energy Savings in Public Buildings, in International Conference on Global Research and Education (INTER-ACADEMIA 2012), Budapest, Hungary
Conference
 International Conference on Global Research and Education (INTER-ACADEMIA 2012)
INTER-ACADEMIA, Portugal
2009 - 2009 Keynote Speech: Evolving neural and neuro-fuzzy models for identification, control and biomedical signal processing in IEEE International Symposium on Intelligent Signal Processing (WISP 2009)
Symposium
 IEEE International Symposium on Intelligent Signal Processing (WISP 2009)
IEEE, Portugal
2008 - 2008 Keynote Speech: Evolving neural and neuro-fuzzy models for identification and control in 8th Portuguese Conference on Automatic Control, Vila Real Trás-os-Montes, Portugal
Conference
 8th Portuguese Conference on Automatic Control
APCA, Portugal
2007 - 2007 Intelligent Control-The Road Ahead, in Lights and Shadows of the Intelligent Control Pannel, European Control Conference 2007 (ECC 2007), Kos, Greece
Conference
 European Control Conference 2007 (ECC 2007)
EUCA, Portugal
2005 - 2005 Intelligent Control: Where we are now and (perhaps) where we are heading to: a personal view, in Milestone Session: Information and communication technologies in control, 16th IFAC World Congress, Prague, Check Republic
Congress
 16th IFAC World Congress
IFAC, Portugal
2002 - 2002 Keynote Speech: Fuzzy rule extraction from input/output data in 2nd Euro-International Symposium on Computational Intelligence, Kocice, Slovakia
Symposium
 2nd Euro-International Symposium on Computational Intelligence
2001 - 2001 Keynote Speech: Greenhouse Air Temperature Modelling with Radial Basis Function Neural Networks. In: Management, Identification and Control of Agriculture Buildings, Vila Real, Portugal
1998 - 1998 Painel Member: Soft Computing: Past-Present-Future in IMACS International Symposium on Soft Computing in Engineering Applications (Softcom’98), Athens, Greece
Symposium
 IMACS International Symposium on Soft Computing in Engineering Applications (Softcom’98),
IMACS, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/01 Wave Energy Forecast using Soft Computing Techniques for Control (PhD), Instituto Superior Técnico, Portugal
(Thesis) Main arguer
 Jorge Manuel Marques Silva (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/06 Smart Models to Improve Agrometeorological Estimations and Predictions (PhD), Universidade de Córdoba, Spain
(Thesis) Main arguer
 Juan Antonio Bellido Jiménez (PhD)
Universidad de Córdoba, Spain
2023/03 Exploiting gan as an oversampling method for imbalanced data augmentation with application to the fault diagnosis of an industrial robot (PhD), Universidade do Algarve, Portugal
(Thesis) Main arguer
 Ziqiang Pu (PhD)
Universidade do Algarve, Portugal
2023/02 Melhoria do Processo Legislativo no Âmbito Parlamentar pela Introdução de Tecnologias Digitais do Domínio Legal (PHD), Universidade do Algarve, Portugal
(Thesis) Arguer
 Ambrósio Soares (PhD)
Universidade do Algarve, Portugal
2022/05 Event Processing in Web of Things (PhD), Universidade do Algarve, Portugal
(Thesis) Arguer
 Andriy Mazayev (PhD)
Universidade do Algarve, Portugal
2020/12 Data Based Modeling for Supporting Clinical Decision Making (PhD), Instituto Superior Técnico, Portugal
(Thesis) Main arguer
 Aldo Robles Arévalo (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/06 Network Coding for Reliable Wireless Sensor Networks, PhD, Universidade do Algarve, Portugal
(Thesis) Arguer
 Eman Saad Ali Al-Hawri (PhD)
Universidade do Algarve, Portugal
2020/05 Using Engineering Systems Concepts to Develop a Clinical Decision Support System for the Emergency Department (PhD), Instituto Superior Técnico, Portugal
(Thesis) Main arguer
 Marta Fernandes, (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/03 Virtual Sensor Networks: Collaboration and Resource Sharing (PhD), Universidade do Algarve, Portugal
(Thesis) Arguer
 Joel Guerreiro (PhD)
Universidade do Algarve, Portugal
2019/05 Estudo e Desenvolvimento de Edifícios com Baixos Níveis de Emissões Aplicado a um Campus Universitário (PhD), Universidade do Algarve, Portugal
(Thesis) Arguer
 António Sousa (PhD)
Universidade do Algarve, Portugal
2019 Precision medicine in the ICU using data–based modeling (PhD), Instituto Superior Técnico, Portugal
(Thesis) Main arguer
 Cátia Matos Salgado (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018/07 Intelligent support system for ground penetrating radar data inversion (PhD), Université Sidi Mohamed Ben Abdellah, Fez, Morocco
Supervisor
 Houda Harkat (PhD)
Université Sidi Mohamed Ben Abdellah, Morocco
2018/04 Models and predictive control systems applied to the forest-based industry (PhD), Universidade de Trás-os-Montes e Alto Douro, Portugal
(Thesis) Main arguer
 Tatiana de Fátima Martins Pinho (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2017/04 Artificial Neural Network Models: Data Selection and Model Adaptation (PhD), Universidade do Algarve, Portugal
Supervisor
 Hamid Reza Khosravani (PhD)
Universidade do Algarve, Portugal
2016 Real-Time Early Detection of Allergic Reactions based on Heart Rate Variability (PhD), Universidad de Alcalá de Henares, Spain Raquel Gutiérrez-Rivas (Other)
Universidad de Alcalá de Henares, Spain
2016 Hybrid Modeling and Identification of Biomedical Time-series (PhD), Instituto Superior Técnico, Portugal András Hartmann (PhD)
Universidade de Lisboa, Portugal
2016 Many-objective Optimization with Particle Swarm Optimization Algorithm (PhD), Universidade de Trás-os-Montes e Alto Douro, Portugal Helio Alves (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2015 Optimizing the Energy Efficiency of Commercial Buildings (MSc), Instituto Superior Técnico Eduardo Poço, (Master)
Universidade de Lisboa, Portugal
2015 Low-Complexity Measures for Epileptic Seizure Prediction and Early Detection Based on Classification (PhD), Universidade de Coimbra, Portugal Mojtaba Bandarabadi (PhD)
Universidade de Coimbra, Portugal
2014 Transformação de Modelos ORM-UML (MSc), Universidade do Algarve, Portugal Ambrósio Alves Soares (Master)
Universidade do Algarve, Portugal
2014 Data-based Modeling and Classification to Improve Outcomes in the Intensive Care Unit (PhD), Insitituto Superior Técnico, Portugal Ruben Pereira (PhD)
Universidade de Lisboa, Portugal
2014 Design of Neuro-Fuzzy Models by Evolutionary and Gradient-based Algorithms (PhD), Universidade do Algarve, Portugal Cristiano Cabrita (PhD)
Universidade do Algarve, Portugal
2013 Advanced Comfort Control Techniques for Energy Efficient Buildings (PhD), Universidad de Almeria, Spain María del Mar Castilla Nieto (PhD)
Universidad de Almería, Spain
2013 Electricity Load Demand Forecasting in Portugal Using Least-Squares Support Vector Machines (MSc) Universidade do Algarve, Portugal Isaura Cuambe (Master)
Universidade do Algarve, Portugal
2013 Visualization of Genetic Algorithm Operation on Additive Decomposable Functions (MSc), UNiversidade do Algarve, Portugal Pedro Filipe Pereira Miquelina (Master)
Universidade do Algarve, Portugal
2013 Instrumentação e Controlo para Regulação de pH em Sistemas de Cultivo de Organismos Aquáticos (MSc), Universidade do Algarve, Portugal André Fernandes (Master)
Universidade do Algarve, Portugal
2013 Estudo da Aplicação de um Sistema Frigorífico de Absorção Movido a Energia Solar na Ilha do Príncipe (MSc), Universidade do Algarve, Portugal Filipe Santos (Master)
Universidade do Algarve, Portugal
2013 Análise das necessidades nominais de arrefecimento do RCCTE com base no ESP-r e na ISO 13790 (MSc), Universidade do Algarve, Portugal André Rocha (Master)
Universidade do Algarve, Portugal
2013 Machine Learning for Adaptive Multi-Core Machines (PhD), Univesidade de Coimbra, Portugal Noel de Jesus Mendonça Lopes (PhD)
Universidade de Coimbra, Portugal
2012 Cognitive Autonomous Navigation System using Computational Intelligence Techniques (PhD), Universidad de Sevilla, Spain Nieves Pulido (Other)
Universidad de Sevilla, Spain
2012 Projecto e análise do desempenho da estação base da rede rádio sobre RoFnet (MSc), Universidade do Algarve, Portugal Hugo Amorim (Master)
Universidade do Algarve, Portugal
2012 Study of non-parametric methods for fast pattern recognition with emphasis on neural networks and cascade classifiers (PhD), Universidade de Coimbra, Portugal Oswaldo Ludwig (PhD)
Universidade de Coimbra, Portugal
2011 Localización y Auto Calibrado Simultáneoo con Sistemas de Posicionamento Local Ultrasónicos (PhD), Universidad de Alcalá de Henares, Spain Francisco Daniel Ruiz, Pereda (PhD)
Universidad de Alcalá de Henares, Spain
2011 Avaliação Térmica e da Qualidade do Ar em Edifícios Esolares: Introdução à Aplicação de Fachadas Ventiladas (MSc), Universidade do Algarve, Portugal Tiago André Clemente Machado, (Master)
Universidade do Algarve, Portugal
2011 Análise do desempenho de sistemas rádio OFDM sobre fibra (MSc), Universidade do Algarve, Portugal Tashi Arthur Ravach (Master)
Universidade do Algarve, Portugal
2011 Alternativas de Controlo de Veículos por Rádio-Frequência: uma Abordagem utilizando a Tele-Robótica via Internet através da Rede de Telefonia Celular (MSc), Universidade do Algarve, Portugal Aldric Négrier (Master)
Universidade do Algarve, Portugal
2011 Implementation of an Intelligent Sensor for Measurement and Prediction of Solar Radiation and Atmospheric Temperature (MSc), Universidade do Algarve, Portugal João Mealha Machado Gomes (Master)
Universidade do Algarve, Portugal
2011 Previsão da Radiação Solar por Técnicas de Inteligência Computacional (PhD), Universidade de Trás-os-Montes e Alto Douro, Portugal João Paulo Coelho (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2010 Desenho e implementação de filtros em Tecnologia "microstrip" para um demostrador rádio sobre fibra (MSc), Universidade do Algarve, Portugal Paulo Roberto Ferreira da Rocha (Master)
Universidade do Algarve, Portugal
2010 Detecção de eventos sísmicos utilizando redes neuronais (MSc), Universidade do Algarve, Portugal Guilherme Henrique Machado Matos Madureira (Master)
Universidade do Algarve, Portugal
2010 Sistemas de antenas MIMO (MSc), Universidade do Algarve, Portugal Paulo Ricardo Mourão Oliveira (Master)
Universidade do Algarve, Portugal
2010 Desenho e implementação de ferramentas de e-learning: uso mais eficiente de objectos de aprendizagem (MSc), Universidade do Algarve, Portugal Laurinda Fernandes (Master)
Universidade do Algarve, Portugal
2010 Projecto de modelos neuronais para previsão da radiação solar e temperatura atmosférica (MSc), Universidade do Algarve, Portugal Igor António Calé Martins (Master)
2010 Implementação de um sistema de monitorização e controlo remotos para aplicações de controlo predictivo de conforto térmico em edifícios (MSc), Universidade do Algarve, Portugal Hugo Isnaldo Rita Xavier (Master)
Universidade do Algarve, Portugal
2009 Signaling Strategies For Consumer Oriented Grid Over Optical Burst Switching Networks (MSc), Universidade do Algarve, Portugal Mark Emanuel Cavaco Guerreiro (Master)
Universidade do Algarve, Portugal
2009 Inductive Inference for Large Scale Text Classification (PhD), Universidade de Coimbra, Portugal Catarina Silva (PhD)
Universidade de Coimbra, Portugal
2009 Análise Dinâmica de Vibrações em Manipuladores Robóticos (PhD), Universidade de Coimbra, Portugal Miguel Lima (PhD)
Universidade de Coimbra, Portugal
2008 Dynamic modeling of metabolic networks (MSc), Instituto Superior Técnico, Portugal Rodrigo Piedade (Master)
Universidade de Lisboa, Portugal
2008 Sintonia do Controlador PID com Algoritmo de Optimização por Grupo de Partículas (MSc), Universidade de Trás-os-Montes e Alto Douro, Portugal Joaquim Pereira (Master)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2008 Application of Computational Intelligence Methods to Greenhouse Environmental Control (PhD), Universidade do Algarve, Portugal Pedro Miguel Frazão Ferreira (PhD)
Universidade do Algarve, Portugal
2008 Soft-computing techniques applied to artificial tissue temperature estimation (PhD), Universidade do Algarve, Portugal César Alexandre Domingues Teixeira (PhD)
Universidade do Algarve, Portugal
2007 Detecção de Taquicardias Ventriculares por Redes Neuronais e Máquinas de Vectores de Suporte (MSc), Universidade de Coimbra, Portugal Amândio de Carvalho Marques (Master)
Universidade de Coimbra, Portugal
2007 Aplicação de Redes Neuronais Artificiais ao Apoio no Diagnostico de AVCs Isquémicos por Tomografia Computorizada (MSc), Universidade do Algarve, Portugal Luis Almeida (Master)
Universidade do Algarve, Portugal
2007 Fault Detection, Diagnosis and Fault Tolerance Approaches in Dynamical Systems based on Black-Box Models (PhD), Universidade de Coimbra, Portugal Luís Filipe Palma (PhD)
Universidade de Coimbra, Portugal
2007 Controlo Não Linear de Sistemas com Elevados Níveis de Incerteza: Métodos e Aplicações (PhD), Universidade do Porto, Portugal Lio Fidalgo Gonçalves (PhD)
Universidade do Porto, Portugal
2007 Controlo Tolerante a Falhas baseado em Modelos Fuzzy (PhD), Instituto Superior Técnico, Portugal Luís Manuel Fernandes Mendonça (PhD)
Universidade de Lisboa, Portugal
2007 Sistemas de Locomoção Bípede (PhD), Universidade de Trás-os-Montes e Alto Douro, Portugal José Ricardo Puga (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2006 Supervisão e Controlo de Sistemas Dinâmicos com Tolerância a Falhas - Contribuição para uma Abordagem Estruturada e Robusta (PhD), Universidade de Coimbra, Portugal Alberto Jorge Cardoso (PhD)
Universidade de Coimbra, Portugal
2005 Multivariable PID Control with Application to Gas Engine Turbines (PhD), University of Sheffiled, UK Saeed Tavakoli (PhD)
The University of Sheffield, United Kingdom
2005 Model Predictive Control Applied to a Column Flotation Process (MSc), Instituto Superior Técnico, Portugal Susana Fernandes (Master)
Universidade de Lisboa, Portugal
2005 Modelos Térmicos de Edifícios através de Redes Neuronais (MSc), Instituto Superior Técnico, Portugal Eduardo Crispim (Master)
Universidade de Lisboa, Portugal
2005 Técnicas de Controlo Não-linear baseadas em Redes Neuronais: do Algoritmo à Implementação (PhD), Univesidade de Aveiro, Portugal Fernando Morgado Dias (PhD)
Universidade de Aveiro, Portugal
2004 Previsão das Cotações e da Volatilidade dos Mercados de Futuros com Recurso à Teoria Econométrica e às Redes Neuronais (PhD), Instituto Superior Técnico, Portugal Ana Filipa Carvalho (PhD)
Universidade de Lisboa, Portugal
2004 Paralelização Automática de Algoritmos Matriciais (PhD), Universidade do Algarve, Portugal Helder Aniceto Daniel (PhD)
Universidade do Algarve, Portugal
2004 Sintonia Automática de Controladores PID: uma Abordagem Neuro-Genética (PhD), Universidade do Algarve, Portugal João Lima (PhD)
Universidade do Algarve, Portugal
2003 Redes Neuronales Artificiales para la Gestión de Sistemas de Energía Eléctrica (PhD), Universidad de Málaga, Spain Francisco García Lagos (PhD)
Universidad de Málaga, Spain
2003 Estudo Comparativo de Técnicas para Modelação e Previsão de Séries Temporais (MSc), Universidade de Trás-os-Montes e Alto Douro, Portugal João Paulo Coelho (Master)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2003 Fault Diagnosis of an Industrial Actuator Valve (MSc), Instituto Superior Técnico, Portugal Rui Alexandre Louro (Master)
Universidade de Lisboa, Portugal
2003 Redução da Complexidade e Análise de Interpretabilidade de Sistemas Neuro-Difusos (PhD), Universidade de Coimbra, Portugal Carlos Manuel da Silva Pereira (PhD)
Universidade de Coimbra, Portugal
2002 On-line Learning and Construction for Neural Networks (PhD), Queen´s University, North Ireland VJ Asirvadam (PhD)
Queen’s University , United Kingdom
2002 Arquitecturas Híbridas de Aprendizagem em Redes Neuronais: Estudo e Aplicação a um Caso Prático (MSc), Universidade de Coimbra, Portugal Noel de Jesus Mendonça Lopes (Master)
Universidade de Coimbra, Portugal
2002 Operação e Controlo de um Forno de Vidro (MSc), Instituto Superior Técnico, Portugal João Miguel Pina (Master)
Universidade de Lisboa, Portugal
2002 Desenvolvimento de Esquemas de Ensino baseados na WWW (MSc), Universidade do Algarve, Portugal Carlos Rodrigues (Master)
Universidade do Algarve, Portugal
2002 Desenvolvimento de Accionamentos Electrmagnéticos para a Suspensão de Veículos Automáveis (PhD), Instituto Superior Técnico, Portugal Isménio Martins (PhD)
Universidade de Lisboa, Portugal
2002 Estudo e Desenvolvimento de Solução de Instrumentação e de Controlo Aplicado às Estufas de Produção Agrícola (PhD), Universidade de Trás os-Montes e Alto Douro, Portugal José Boaventura Cunha (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2001 Construção de Mapas Locais em Robótica Móvel (MSc), Universidade de Coimbra, Portugal José Luis Cruz (Master)
Universidade de Coimbra, Portugal
2001 Algoritmos Constructivos para Treino de Redes Neuronais B-Spline (MSc), Universidade do Algarve, Portugal Cristiano Cabrita (Master)
Universidade do Algarve, Portugal
2001 Contribuição para o Controlo Adaptativo Não-linear: Redes Recorrentes no Contexto da Regulação da Saída (PhD), Universidade de Coimbra, Portugal Jorge Manuel Oliveira Henriques (PhD)
Universidade de Coimbra, Portugal
2000 Simulación Dinámica y Control de Robots Industriales utlizando Computación Paralela (PhD), Univesitat Politecnica de Valencia, Spain Juan Carlos Fernández Fernández (PhD)
Universitat Politècnica de València, Spain
2000 Contribuição para a Navegação de Robots Móveis usando Redes Neuronais numa Abordagem Modular e Constructiva (MSc), Universidade de Coimbra, Portugal Catarina Silva (Master)
Universidade de Coimbra, Portugal
2000 Resolução de Problemas de Optimização Combinatória em Máquinas Paralelas (PhD), Universidade do Algarve, Portugal Gabriela Schütz (PhD)
Universidade do Algarve, Portugal
1999 Simulación Dinámica y Control de Robots Industriales utlizando Computación Paralela (PhD), Universitat Politecnica de Valência, Spain Juan Carlos Fernández Fernández (PhD)
Universitat Politècnica de València, Spain
1999 Sintonia Automática de Controladores PID usando Redes Neuronais com Adaptação em Tempo Real (MSc), Universidade do Algarve, Portugal Ana Beatriz Azevedo (Master)
Universidade do Algarve, Portugal
1999 Simulador em Matlab de Algoritmos Paralelos em Arquitecturas Homogéneas e Heterogéneas (MSc), Universidade do Algarve, Portugal Maria Filomena Sustelo (Master)
Universidade do Algarve, Portugal
1997 Discretização de Controladores Contínuos (MSc), Universidade do Porto, Portugal Pedro Reis Soares (Master)
Universidade do Porto, Portugal
1997 Controlo Assistido por Computador de um Sistema de Pulverização Catódica (MSc), Instituto Superior Técnico, Portugal José Luis Ferreira (Master)
Universidade Nova de Lisboa, Portugal
1997 Medição em Tempo Real da Densidade em Fermentações Alcoólicas com Sensores “Inteligentes” da Densidade (MSc), Universidade do Porto, Portugal António Madeira Pereira (Master)
Universidade do Porto, Portugal
1997 Aplicação de Redes Neuronais Artificiais em Simulação e Controlo de Processos Químicos (PhD), Universiidade do Porto, Portugal Fernando Gomes Martins (PhD)
Universidade do Porto, Portugal
1996 Algortimos Paralelos para Resolver Ecuaciones Matriciales de Ricatti en Problemas de Control (PhD), Univesitat Politecnica de Valência, Spain Enrique Quintana Ortí (PhD)
Universitat Politècnica de València, Spain
1996 Aprendizagem em Tempo Real de Redes Neuronais Aplicada à Identificação e Controlo de Sistemas (MSc), Universidade de Coimbra, Portugal Carlos Manuel Pereira (Master)
Universidade de Coimbra, Portugal
1996 Controlo Predictivo de Horizonte Estendido em Tempo Contínuo: os Algoritmos Adaptativos CTMUSMAR e dMUSMAR (PhD), Instituto Superior Técnico, Portugal Bertinho Manuel d’Andrade da Costa (PhD)
Universidade de Lisboa, Portugal
1995 Modelação e Análise do Comportamento Dinâmico de Aeronaves não Tripuladas (MSc), Instituto Superior Técnico, Portugal João Paulo Rente (Master)
Universidade de Lisboa, Portugal
1995 Modelo em Simulink para Sintonia Automática de Controladores PID usando Redes Neuronais (MSc), Universidade do Algarve, Portugal João Miguel Brito Lima (Other)
Universidade do Algarve, Portugal

Association member

Society Organization name Role
2016 - Current Membro do Conselho de Inovação do Algarve
2015 - Current IFAC TC on Computational Intelligence in Control (Vice-Chairman)
2008/01 - Current IFAC TC on Telematics: Control via Communication Networks
2004 - Current IEEE Computational Intelligence Society (Senior Member)
2002 - Current IFAC TC on Computers for Control Member
1994/09 - Current Associação Portuguesa de Controlo Automático (APCA). Several
1992/09 - Current IEEE Control Systems Society
2015/01 - 2016/01 Presidente do Conselho Fiscal da Associação Centro de Incubação de Empresas de Base Tecnológica Vasco da Gama
2014/10 - 2016/01 Assembleia Geral da Associação Centro de Incubação de Empresas de Base Tecnológica Vasco da Gama Membro
2014/03 - 2016/01 EnergyIn - Conselho Científico Membro do Conselho Científico
2011 - 2014 IFAC TC on Computational Intelligence in Control (Chairman) Chairman
2008 - 2011 IFAC TC on Computational Intelligence in Control (Chairman) Chairman
1999 - 2002 IFAC TC on Computers for Control (Vice-Chairman) Vice-Chairman

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2023 - 2023 Concurso internacional para ocupação de 1 posto de trabalho da carreira docente universitária, na categoria de Professor Auxiliar, em regime de contrato de trabalho em funções públicas por tempo indeterminado, para a área disciplinar de Engenharia Informática, subárea de Aprendizagem Computacional, Reconhecimento de Padrões
Evaluator
 Universidade de Coimbra, Portugal
2020 - 2022 Membro do painel de avaliação das bolsas FCT de Doutoramento em Eng. Mecânica
2004 - 2022 Membro do Colégio de Avaliadores da Faculdade de Ciências e Tecnologia
Evaluator
2014 - 2015 Membro do painel de avaliação das bolsas FCT de Doutoramento e Pós-Doutoramento em Eng. Mecânica
2014 - 2014 Membro do Júri do 10º NOVO BANCO Concurso Nacional de Inovação
2008/10 - 2008/10 Concurso para provimento de uma vaga de Professor Adjunto do Grupo de disciplinas de Controlo e Sistemas
Evaluator
 Instituto Politécnico de Lisboa, Portugal
2007 - 2007 Membro do Painel de Peritos do Concurso Nacional de Inovação BES
2000/12 - 2000/12 Concurso para provimento de uma vaga de Professor Associado do Grupo de Informática
Evaluator
 Universidade do Algarve, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2019/10 - Current AI MDPI
2017/07/05 - Current Inventions and innovation in Design, Modeling and Computing Methods Section MDPI
1996 - Current Reviewer of more than 40 Scientific Journals
2012/06/01 - 2016/09/05 Scientific World Journal
2015/01/01 - 2016/05/03 International Journal of Systems Science
2000/01/01 - 2014/12/31 International Journal of Systems Science
1997/10/01 - 2008/12/31 Automatica

Other jury / evaluation

Activity description Institution / Organization
2010 - 2010 Reporter (Senior Lecturer Position, School of Electrical and Electronic Engineering, University of Manchester, UK) The University of Manchester, United Kingdom
2009 - 2009 Reporter (Investigador Titular, Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas, Universidad Nacional Autónoma de México, México) Universidad Nacional Autónoma de México, Mexico
2005 - 2005 Reporter (Senior Lecturer Position, National University of Ireland Maynooth) University of Ireland, Ireland
2002 - 2002 Reporter (Full Professor Position, UMIST, UK) The University of Manchester, United Kingdom
2002 - 2002 Reporter (Senior Lecturer Position, University of Sheffied, UK) The University of Sheffield, United Kingdom
Distinctions

Award

2022 Bolsa de Erasmus+ de mobilidade de docentes com a Université Mohammed V de Rabat, Morocco
2019 2016 Energies Best Paper Award
2019 Bolsa de Erasmus+ de mobilidade de docentes com o Dept of Informatics/Bizerte Faculty of Sciences, Tunisia
2018 Bolseiro da Fundação para a Ciência e Tecnologia (SFRH/BSAB/142998/2018) durante 7 meses, cobrindo a sua estadia na Universidade de Alcalá de Henares, EspanhaB
2017 Bolsa de Erasmus+ de mobilidade de docentes com a Université Sidi Mohamed Ben Abdellah, Morocco
2012 Bolseiro de Sabática da Fundação para a Ciência e Tecnologia (SFRH/BSAB/1229/2012) durante 5 meses, cobrindo a sua estadia na Universidade de Gyor, Hungria
2010 Wisenet - Prémio “Ideias em Caixa 2010”
Cria - Universidade do Algarve, Portugal
2008 Prémio Ceratonia - àrea de energia
Universidade do Algarve, Portugal
2004 3rd best student paper
III Latin-American Congress on Biomedical Engineering, Portugal
1993 Bolsa de Erasmus de intercâmbio de docentes para desenvolvimento curricular da disciplina de Sistemas de Tempo Real, com a School of Electronic Engineering and Computing Science, UCNW, UK

Other distinction

2024 Top Scholar - Lifetime in Neural Networks (by ScholarGPS)
ScholarGPS, United States
2023 Pertence aos grupos dos 2% de investigadores mais citados do mundo, na subárea de Engenharia Industrial e Automação (área de Engenharia) e na subárea de Inteligência Artificial e Processamento de Imagem (área de Tecnologias de Informação e Comunicação).