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Luís Miguel de Mendonça Rato completed the PhD in Electrical and Computer Engineering in 2002, by Universidade de Lisboa Instituto Superior Técnico; and the Msc in Electrical and Computer Engineering in 1995 by Universidade de Lisboa Instituto Superior Técnico. He is Associate Professor at the Universidade de Évora where he is with the Computer Science Department since 1999. He was director of Bachelor Program in Computer Science engineering from 2015 to 2018; director of PhD Program in Computer Science from 2017 to 2018; and is director of Msc in Artificial intelligence and Data Science since 2023. He was head of department from 2007 to 2011. He was a Pro-Rector for the information systems from 2014 to 2019, e is vice president of the university Ethical commission. In their professional activities interacted with 259 collaborator(s) co-authorship of scientific papers. Published more than 50 scopus indexed publications with more than 380 scopus citations; scopus h-index 9; 37% international colaboration. Co-supervised 3 PhD thesis(es). Participates and/or participated as Principal investigator in 3 project(s) and as a Researcher in several project(s): As a principal investigator: Rede para o Acesso aos Serviços de Interesse Geral do Alentejo-Contract done from 2020 to 2023 / Principal investigator; Rede para a Promoção da Qualificação e do Conhecimento do Alentejo - Contract done from 2019 to 2023 / Principal investigator; Aprender e Ensinar na Universidade - FCT Contract done from 2018 to 2022 / Co-PI; AUDITF - Audit Furnace - COMPETE Contract done from 2017 to 2020 / Principal investigator; As a researcher: SSAPI - Strategic Support for Accreditation of Programs and Internationalization at South Asian Higher Education Institutes (HEIs) - Contract done from 2023 to 2024 / Researcher; UNIGOV - Improving Governance Practices in Palestinian HEIs, EU/Capacity building. Contract done from 2016 to 2029 / Researcher; NANOSens AQM -Development and field validation of a low-cost nano-sensor system for real-time monitoring of ambient air quality, Contract done from 2018 to 2022 / Researcher; Núcleo de investigação em inteligência artificial em agricultura-Contract done from 2018 to 2022 / Researcher; Base de dados de materiais de construção com interesse histórico e patrimonial - FCT Contract done from 2016 to 2019/ Researcher; Optimização Distribuída e Controlo de Sistemas de Distribuição de Água de Larga Escala-Contract done from 2013 to 2015. Has been reviewer of several international conferences and journals: International Journal of Computers and Applications, Taylor and Francis; Computational and Structural Biotechnology Journal, Elsevier; Pattern Analysis and Applications, Springer; Computers in Biology and Medicine, Elsevier; Scientific Reports Springer-Nature; Remote Sensing, MDPI; Diagnostics, MDPI; RTIP2R – International Conference on Recent Trends in Image Processing & Pattern Recognition; Wireless Communications and Mobile Computing, Hindawi; Journal of Electrical and Computer Engineering, Hindawi; Applied Sciences,MDPI; IEEE-CODiT-International Conference on Control, Decision and IT; IEEE Transactions on Control Systems Technology.
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Identification

Personal identification

Full name
Luís Miguel de Mendonça Rato

Citation names

  • Rato, Luis
  • Rato, LM
  • Rato, L

Author identifiers

Ciência ID
A914-6344-CD2D
ORCID iD
0000-0003-4492-7548
Researcher Id
A914-6344-CD2D
Scopus Author Id
6506098823

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Intermediate (B1) Advanced (C1) Intermediate (B1) Intermediate (B1)
Italian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2002/09
Concluded
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Major in Sem especialidade
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Controlo Comutado Baseado em Modelos Múltiplos" (THESIS/DISSERTATION)
1995
Concluded
 Engenharia Electrotécnica e Computadores (Mestrado)
Universidade de Lisboa, Portugal
"Controlo Adaptativo de Aeronave não Tripulada" (THESIS/DISSERTATION)
 Aprovado
1991
Concluded
 Engenharia Electrotécnica e Computadores (Licenciatura)
Universidade de Lisboa, Portugal
"Controlo de voo - simulador" (THESIS/DISSERTATION)
 15
Affiliation

Science

Category
Host institution 		Employer
1991/09 - 1999/10 Researcher (Research) Fundação para a Ciência e a Tecnologia, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2021/05 - Current Associate Professor (University Teacher) Universidade de Évora, Portugal
Universidade de Évora Departamento de Informática, Portugal
2002/09/21 - 2021/05 Assistant Professor (University Teacher) Universidade de Évora, Portugal
1999/11 - 2002/09 Assistant (University Teacher) Universidade de Évora, Portugal
Projects

Contract

Designation Funders
2023 - 2024 SSAPI - Strategic Support for Accreditation of Programs and Internationalization at South Asian Higher Education Institutes (HEIs)
619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP
Researcher
Universidade de Évora - VISTALab, Portugal
 European Union
Ongoing
2020/05/29 - 2023/09/30 Rede para o Acesso aos Serviços de Interesse Geral do Alentejo
ALT20-09-5864-FSE-000001
Principal investigator
Universidade de Évora Departamento de Informática, Portugal
 Autoridade de Gestão do Programa Operacional Competitividade e Internacionalização
Concluded
2019 - 2023 Rede para a Promoção da Qualificação e do Conhecimento do Alentejo
ALT20-09-5864-FSE-000002
Principal investigator
Universidade de Évora - VISTALab, Portugal
 Autoridade de Gestão do Programa Operacional Competitividade e Internacionalização
Concluded
2018/07/15 - 2022/07/14 Aprender e Ensinar na Universidade
PTDC/CED-EDG/29252/2017
Researcher
Universidade de Évora, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2018/07/02 - 2022/06/30 Núcleo de investigação em inteligência artificial em agricultura
ALT20-03-0247-FEDER-036981
Researcher
Universidade de Évora Escola de Ciências e Tecnologia, Portugal
 Portugal2020
Concluded
2017/02/01 - 2020/07/31 AUDITF - Audit Furnace
ALT20-03-0247-FEDER-017980
Principal investigator
Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal

Universidade de Évora, Portugal

Instituto Politécnico de Setúbal, Portugal

CCEnergias - Auditoria e Consultadoria Energética, lda, Portugal
Agência Nacional de Inovação SA

Autoridade de Gestão do Programa Operacional Competitividade e Internacionalização
Concluded
2019/01/01 - 2019/12/31 Laboratório de Informática, Sistemas e Paralelismo
UID/CEC/04668/2019
Universidade de Évora, Portugal

Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 Projecto estratégico - Centro de Investigação em Matemática e Aplicações
UID/MAT/04674/2019
Universidade de Évora, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2016/05/16 - 2019/12/31 Base de dados de materiais de construção com interesse histórico e patrimonial
PTDC/EPH-PAT/4684/2014
Laboratório Nacional de Engenharia Civil, Portugal

Universidade de Aveiro, Portugal

Universidade de Évora, Portugal

Associação para a Inovação e Desenvolvimento da FCT, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2013/04/01 - 2015/07/31 Optimização Distribuída e Controlo de Sistemas de Distribuição de Água de Larga Escala
PTDC/EMS-CRO/2042/2012
Instituto de Engenharia Mecânica, Portugal

Instituto de Engenharia Mecânica, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Universidade de Évora, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/01/01 - 2012/12/31 AQUANET - Controlo descentralizado e reconfigurável para sistemas de distribuição de água em canal de fins múltiplos. Decentralised and Reconfigurable Control for Water delivery Multipurpose Canal Systems
PTDC/EEA-CRO/102102/2008
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Universidade Nova de Lisboa UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal

Universidade de Évora, Portugal

Instituto de Engenharia Mecânica, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/01/01 - 2012/12/31 DEAP - Desenvolvimento da Consciência Ambiental através de Sistemas Persuasivos
PTDC/AAC-AMB/104834/2008
Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal

Universidade de Évora, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/04/01 - 2012/10/31 AutoProbaDSM - Geração de modelo digital de superfície probabilístico a partir de imagens de satélite estereoscópicas
PTDC/EIA-CCO/102669/2008
Universidade de Évora, Portugal

Instituto de Ciências da Terra, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2009/01/01 - 2011/12/31 MEDON - Ontologias para a modelação de dados e procedimentos médicos
PTDC/EIA/80772/2006
Universidade de Évora, Portugal

Universidade da Beira Interior, Portugal

Universidade Nova de Lisboa Faculdade de Ciências Médicas, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/03/01 - 2008/02/29 FLOW - Controlo Avançado de Processos com Fenómenos de Transporte
POSC/EEA-SRI/61188/2004
Universidade Nova de Lisboa UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Universidade de Évora, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Rato, Luis. "Concepções sobre o que é aprender em professores universitários das áreas de Ciências Sociais e de Ciências e Tecnologia". In Ensinar, avaliar e aprender no ensino superior: perspetivas internacionais, 37-63. Portugal, 2020.
    Published
  2. Santos, Daniel; Rato, Luís; Gonçalves, Teresa; Barão, Miguel; Costa, Sérgio; Malico, Isabel; Canhoto, Paulo. "Composite SVR Based Modelling of an Industrial Furnace". In Communications in Computer and Information Science, 158-170. Springer International Publishing, 2020.
    10.1007/978-3-030-39237-6_11
  3. Chaleta, Elisa; Quaresma, Paulo; Fialho, Isabel; Luís Sebastião; Leal, Fátima; Rato, Luis; Cid, Marília; António Borralho; Margarida Saraiva. "Concepções sobre o que é aprender em professores universitários das áreas de Ciências Sociais e de Ciências e Tecnologia/ Conceptions of what learning is for university professors in the areas of Social Sciences and Science and Technology". In Ensinar, avaliar e aprender no ensino superior: perspetivas internacionais, 37-64. CIEP, 2020.
    Published
  4. Bandyopadhyay, T.; Mitra, S.; Das, N.; Rato, L.M.; Naskar, M.K.. "A Fast Algorithm for Automatic Segmentation of Pancreas Histological Images for Glucose Intolerance Identification". 307-315. 2019.
    10.1007/978-981-13-1280-9_29
  5. Jayatilake, Mohan; Gonçalves, Teresa; Rato, Luís. "Classification of Breast Lesions Using Quantitative Dynamic Contrast Enhanced-MRI". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 108-119. Springer International Publishing, 2019.
    10.1007/978-3-030-20805-9_10
  6. Obaidullah, Sk Md; Ahmed, Sajib; Gonçalves, Teresa; Rato, Luís. "RMID: A Novel and Efficient Image Descriptor for Mammogram Mass Classification". In Information Technology, Systems Research, and Computational Physics, 229-240. Springer International Publishing, 2019.
    Published • 10.1007/978-3-030-18058-4_18
  7. Freitas, Ana Costa; Quaresma, Paulo; Balbino, Ausenda de Cáceres; Costa, Rosalina Pisco; Ruivo, Inês Secca; Rato, Luís; Calado, José Godinho; et al. "Ethical Governance for Sustainable Development in Higher Education Institutions". In Handbook of Research on Ethics, Entrepreneurship, and Governance in Higher Education, 214-237. United States: IGI Global, 2019.
    10.4018/978-1-5225-5837-8.ch010
  8. Bandyopadhyay, T.; Mitra, S.; Rato, L.M.; Das, N.. "Analysis of pancreas histological images for glucose intolerance identification using wavelet decomposition". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications. 2017.
    10.1007/978-981-10-3153-3_65
  9. Bhowmick, S.S.; Saha, I.; Rato, L.; Bhattacharjee, D.. "Integrated classifier: A tool for microarray analysis". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications. 2017.
    10.1007/978-981-10-6430-2_3
  10. Bhowmick, S.S.; Saha, I.; Rato, L.; Bhattacharjee, D.. "Rotasvm: A new ensemble classifier". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications. 2013.
    10.1007/978-3-319-01128-8_4
  11. Nunes, B.; Rato, L.M.; Silva, F.C.; Rafael, A.; Cabrita, A.S.; Jorge, RM; Tavares, JM; Barbosa, MP; Slade, AP. "Processing and classification of biological images: Application to histology". In Technology and Medical Sciences, TMSi 2010 - Proceedings of the 6th International Conference on Technology and Medical Sciences, 233-237. Portugal, 2011.
  12. Lemos, João Miranda; Rato, Luís; Neves da Silva, Rui. "Adaptive control of distributed collector solar fields". In Power Plant Application of Advanced Control Techniques. Portugal: ProcessEng Engineering, 2010.
  13. Romão, Teresa; Rato, Luís; Almada, Antão; Dias, A. Eduardo. "M-Traffic - Mobile Traffic Information and Monitoring System". In Advances in Ubiquitous Computing, 229-250. Portugal: IGI Global, 2008.
    Published • 10.4018/978-1-59904-840-6.ch009
Conference paper
  1. Mendes, Maria Beatriz; Farinha, Daniela; Adélia Sousa; Barroso, João Mota; Augusto Peixe; Rato, Luis; António Bento Dias; Ana Elisa Rato. "Utilização de dados do satélite Sentinel-2e de espectroscopia NIR para a quantificação de nutrientes na nogueira-comum (Juglans regia L.)". Paper presented in III Simpósio Nacional dos Frutos Secos, Faro, 2022.
    Published
  2. Raiyani, K; Goncalves, T; Rato, L. "Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning". 2022.
    10.1007/978-3-031-04881-4_24
  3. Marco Tereso; Rato, Luis; Teresa Cristina de Freitas Gonçalves. "Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone". Paper presented in 2020 15th Iberian Conference on Information Systems and Technologies (CISTI), 2020.
    Published
  4. Tereso, M; Rato, L; Goncalves, T. "Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone". 2020.
    10.23919/cisti49556.2020.9140872
  5. Coutinho, Daniel; Salgueiro, Pedro Dinis Loureiro; Saias, José Miguel Gomes; Rato, Luis; Beires Nogueira, Vitor; Silva, Jorge; Lucas, Pedro; et al. "Considerations for a cloud-based system for IoT data acquisition from heterogeneous sensors". Paper presented in 3 o Congresso Luso-Estremadurense de Ciências e Tecnologia, 2019.
    Published
  6. Santos, Daniel; Costa, Sérgio; Rato, Luis; Gonçalves, Teresa; Malico, Isabel; Canhoto, Paulo; Alvarez, Frederico; Barão, Miguel José Simões. "A grey-box Neural Network Composite Model for an Industrial Heating Furnace". Paper presented in 25th Portuguese Conference on Pattern Recognition, 2019.
    Published
  7. Silva, J.; Lucas, P.; Araujo, F.; Silva, C.; Gil, P.; Cardoso, A.; Arrais, J.; et al. "A hybrid application for real-time air quality monitoring". 2019.
    10.1109/expat.2019.8876498
  8. Silva, J.; Lucas, P.; Araujo, F.; Silva, C.; Gil, P.; Cardoso, A.; Arrais, J.; et al. "An online platform for real-time air quality monitoring". 2019.
    10.1109/expat.2019.8876486
  9. Li, H.; Barao, M.; Rato, L.. "Mapping dynamic environments using Markov random field models". 2018.
    10.23919/iconac.2018.8749092
  10. Li, H.; Barão, M.; Rato, L.. "Gaussian random field-based log odds occupancy mapping". 2018.
    10.1109/aqtr.2018.8402727
  11. Ahmed, M.S.; Sk, M.O.; Jayatilake, M.; Gonçalves, T.; Rato, L.. "Texture analysis from 3D model and individual slice extraction for tuberculosis MDR detection, type classification and severity scoring: Notebook for ImageCLEF 2018". 2018.
  12. Lemos, J.M.; Rato, L.M.; Marques, J.S.. "Switching reconfigurable control based on hidden Markov models". 2015.
  13. Rato, L.; Lemos, J.M.. "Multimodel based fault tolerant control of the 3-tank system". 2015.
  14. Bhowmick, S.S.; Saha, I.; Mazzocco, G.; Maulik, U.; Rato, L.; Bhattacharjee, D.; Plewczynski, D.. "Application of RotaSVM for HLA class II protein-peptide interaction prediction". 2014.
  15. Rato, L.M.; Capela e Silva, F.; Costa, A.R.; Antunes, C.M.. "Analysis of pancreas histological images for glucose intolerance identification using imagej—preliminary results". 2014.
    10.1201/b15810-56
  16. Lemos, J.M.; Sampaio, I.; Rijo, M.; Rato, L.M.; Lemos, João; Sampaio, Inês; Rijo, Manuel; Rato, Luís. "Actuator fault tolerant LQG control of a water delivery canal". 2013.
    10.1109/systol.2013.6693933
  17. Lemos, J.M.; Pinto, L.F.; Rato, L.M.; Rijo, M.; IEEE. "Distributed LQG control of a water delivery canal with feedforward from measured consumptions". 2012.
    10.1109/med.2012.6265723
  18. Romão, T; Rato, L; Fernandes, P; Alexandre, N; Almada, A; Capeta, N. "M-Traffic - A Traffic Information and Monitoring System for Mobile Devices". 2006.
  19. Rato, L; Rodrigues, IP; Gomes, R. "Knowledge representation approach to closed loop control system - a tank system case-study". 2005.
  20. Lemos, JM; Rato, LM; Mosca, E. "Integrating predictive and switching control: Basic concepts and an experimental case study". 2000.
  21. Rato, L.; Silva, R. N.; Lemos, J. M.; Coito, F. J.. "Multirate MUSMAR cascade control of a distributed collector solar field". 1997.
    10.23919/ecc.1997.7082230
  22. Rato, L.; Silva, R.N.; Lemos, J.M.; Coito, F.J.; Rato, L; Silva, RN; Lemos, JM; Coito, FJ. "Multirate musmar cascade control of a distributed collector solar field". 1997.
    10.23919/ecc.1997.7082230
  23. Rato, L.; Borrelli, D.; Mosca, E.; Lemos, J.M.; Balsa, P.. "MUSMAR based switching control of a solar collector field". 1997.
Journal article
  1. Sahan M. Vijithananda; Mohan L. Jayatilake; Teresa C. Gonçalves; Luis M. Rato; Bimali S. Weerakoon; Tharindu D. Kalupahana; Anil D. Silva; Karuna Dissanayake; P. B. Hewavithana. "Texture feature analysis of MRI-ADC images to differentiate glioma grades using machine learning techniques". Scientific Reports (2023): http://dx.doi.org/10.1038/s41598-023-41353-5.
    10.1038/s41598-023-41353-5
  2. Eduardo Medeiros; Leonel Corado; Luís Rato; Paulo Quaresma; Pedro Salgueiro. "Domain Adaptation Speech-to-Text for Low-Resource European Portuguese Using Deep Learning". Future Internet (2023): https://www.mdpi.com/1999-5903/15/5/159.
    10.3390/fi15050159
  3. Sahan Vijithananda; Mohan Jayatilake; Teresa Goncalves; Luis Rato; Bimali Weerakoon; Tharindu D Kalupahana; Anil De Silva; et al. "Discriminating Malignant and Benign Brain Tumors Using Texture Features Of MRI-ADC Images". Multidisciplinary Cancer Investigation (2023): http://dx.doi.org/10.30699/mci.7.1.630-1.
    10.30699/mci.7.1.630-1
  4. Sahan M. Vijithananda; Mohan L. Jayatilake; Badra Hewavithana; Teresa Gonçalves; Luis M. Rato; Bimali S. Weerakoon; Tharindu D. Kalupahana; Anil D. Silva; Karuna D. Dissanayake. "Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques". BioMedical Engineering OnLine (2022): http://dx.doi.org/10.1186/s12938-022-01022-6.
    10.1186/s12938-022-01022-6
  5. José Saias; Luís Rato; Teresa Gonçalves. "An Approach to Churn Prediction for Cloud Services Recommendation and User Retention". Information (2022): https://www.mdpi.com/2078-2489/13/5/227.
    10.3390/info13050227
  6. Hongjun Li; Miguel Barão; Luís Rato; Shengjun Wen. "HMM-Based Dynamic Mapping with Gaussian Random Fields". Electronics (2022): https://www.mdpi.com/2079-9292/11/5/722.
    10.3390/electronics11050722
  7. Raiyani, Kashyap; Gonçalves, Teresa; Rato, Luís; Barão, Miguel. "Mahalanobis distance based accuracy prediction models for Sentinel-2 Image Scene Classification". International Journal of Remote Sensing (2022): 1-26. http://dx.doi.org/10.1080/01431161.2021.2013575.
    10.1080/01431161.2021.2013575
  8. Costa, Sérgio Cavaleiro; Malico, Isabel; Lima, Rui Pedro Monteiro; Rato, Luís. "Numerical Simulation of a Large-Scale Industrial Billet Heating Furnace with Direct Flame Impingement". Defect and Diffusion Forum 407 Mar. 2021 (2021): 11-21. http://dx.doi.org/10.4028/www.scientific.net/ddf.407.11.
    Published • 10.4028/www.scientific.net/ddf.407.11
  9. Chaleta, Elisa; Saraiva, Margarida; Sebastião, Luís; Cid, Marília; M. Diniz, António; Leal, Fátima; Quaresma, Paulo; Rato, Luís. "University Teachers’ Conceptions of the University and the Place of Sustainability". Sustainability 13 4 (2021): 1955. http://dx.doi.org/10.3390/su13041955.
    Open access • Published • 10.3390/su13041955
  10. Kashyap Raiyani; Teresa Gonçalves; Luís Rato; Pedro Salgueiro; Marques da Silva, José R. "Sentinel-2 Image Scene Classification: A Comparison between Sen2Cor and a Machine Learning Approach". Remote Sensing (2021): https://www.mdpi.com/2072-4292/13/2/300.
    10.3390/rs13020300
  11. Lucas, Pedro; Silva, Jorge; Araujo, Filipe; Silva, Catarina; Gil, Paulo; Arrais, Joel P.; Coutinho, Daniel; et al. "NanoSen-AQM: From Sensors to Users". International Journal of Online and Biomedical Engineering (iJOE) 16 04 (2020): 51. http://dx.doi.org/10.3991/ijoe.v16i04.11871.
    10.3991/ijoe.v16i04.11871
  12. Bhowmick, Shib Sankar; Bhattacharjee, Debotosh; Rato, Luis. "Integrated analysis of the miRNA–mRNA next-generation sequencing data for finding their associations in different cancer types". Computational Biology and Chemistry 84 (2020): 107152. http://dx.doi.org/10.1016/j.compbiolchem.2019.107152.
    10.1016/j.compbiolchem.2019.107152
  13. Sk Md Obaidullah; Sajib Ahmed; Teresa Cristina de Freitas Gonçalves; Rato, Luis. "Radon-Wavelet BasedNovel Image Descriptor for Mammogram Mass Classification". 14 2 (2020): 74-80. http://www.jamris.org/images/ISSUES/ISSUE-2020-2/JAMRIS_2020-2_Obaidullah_22.pdf.
    Open access
  14. Chaleta, Elisa; Quaresma, Paulo; Rato, Luis; Leal, Fátima; Salgado, André; Saraiva, Margarida. "Conceções e Abordagens à Aprendizagem - Contributos da sua relação para a Qualidade do Processo de Aprendizagem". TMQ - Techniques, Methodologies and Quality 11 (2020): 21-36.
    Published
  15. Obaidullah, S.M.; Ahmed, S.; Gonçalves, T.; Rato, L.. "Radon-wavelet based novel image descriptor for mammogram mass classification". Journal of Automation, Mobile Robotics and Intelligent Systems 14 2 (2020): 74-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-85091852878&partnerID=MN8TOARS.
    10.14313/JAMRIS/2-2020/22
  16. Bhowmick, S.S.; Bhattacharjee, D.; Rato, L.. "In silico markers: an evolutionary and statistical approach to select informative genes of human breast cancer subtypes". Genes and Genomics (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85064671936&partnerID=MN8TOARS.
    10.1007/s13258-019-00816-8
  17. Bhowmick, S.S.; Bhattacharjee, D.; Rato, L.. "Identification of tissue-specific tumor biomarker using different optimization algorithms". Genes and Genomics 41 4 (2019): 431-443. http://www.scopus.com/inward/record.url?eid=2-s2.0-85058083625&partnerID=MN8TOARS.
    10.1007/s13258-018-0773-2
  18. Lemos, J.M.; Machado, F.; Nogueira, N.; Rato, L.; Rijo, M.; Lemos, João Miranda; Machado, Fernando; et al. "Adaptive and non-adaptive model predictive control of an irrigation channel". Networks and Heterogeneous Media 4 2 (2009): 303-324. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649998149&partnerID=MN8TOARS.
    10.3934/nhm.2009.4.303
  19. Rato, L.; Salgueiro, P.; Lemos, J.M.; Rijo, M.. "Adaptive predictive controller applied to an open water canal". ICINCO 2007 - 4th International Conference on Informatics in Control, Automation and Robotics, Proceedings SPSMC (2007): 357-360. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649986885&partnerID=MN8TOARS.
  20. Roma, T.; Rato, L.; Fernandes, P.; Alexandre, N.; Almada, A.; Capeta, N.. "M-traffic - A traffic information and monitoring system for mobile devices". Proceedings of the 3rd International Workshop on Ubiquitous Computing, IWUC 2006 - In Conjunction with ICEIS 2006 (2006): 87-92. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880296960&partnerID=MN8TOARS.
  21. Silva, R.N.; Lemos, J.M.; Rato, L.M.. "Variable sampling adaptive control of a distributed collector solar field". IEEE Transactions on Control Systems Technology 11 5 (2003): 765-772. http://dx.doi.org/10.1109/tcst.2003.816407.
    10.1109/tcst.2003.816407
  22. Silva, R.N.; Rato, L.M.; Lemos, J.M.. "Time scaling internal state predictive control of a solar plant". Control Engineering Practice 11 12 (2003): 1459-1467. http://www.scopus.com/inward/record.url?eid=2-s2.0-0348010199&partnerID=MN8TOARS.
    10.1016/s0967-0661(03)00112-6
  23. Silva, R.N.; Lemos, J.M.; Rato, L.M.. "Variable Sampling Adaptive Control of a Distributed Collector Solar Field". IEEE Transactions on Control Systems Technology 11 5 (2003): 765-772. http://www.scopus.com/inward/record.url?eid=2-s2.0-0141750506&partnerID=MN8TOARS.
    10.1109/tcst.2003.816407
  24. Silva, R.N.; Rato, L.M.; Lemos, J.M.. "Observer based nonuniform sampling predictive controller for a solar plant". (2002): 233-238.
  25. Silva, R.N.; Rato, L.M.; Barão, L.M.; Lemos, J.M.. "A physical model based approach to distributed collector solar field control". Proceedings of the American Control Conference 5 (2002): 3817-3822. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036055915&partnerID=MN8TOARS.
  26. Silva, R.N.; Rato, L.M.; Lemos, J.M.; Coito, F.. "Cascade control of a distributed collector solar field". Journal of Process Control 7 2 (1997): 111-117. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031126212&partnerID=MN8TOARS.
    10.1016/s0959-1524(96)00019-4
Online resource
  1. Mendes, Maria Beatriz; Farinha, Daniela; Oliveira Pedro; Barroso, João Mota; Rato, LM; Sousa, Adélia; RATO, Ana. Harnessing satellite technology to improve the sustainability of walnut orchards. 2022. https://www.med.uevora.pt/harnessing-satellite-technology-to-improve-the-sustainability-of-walnut-orchards/ https://youtu.be/kv-wWjo37lE.
Thesis / Dissertation
  1. Rato, Luís. "Controlo Comutado Baseado em Modelos Múltiplos". PhD, 2002. http://hdl.handle.net/10174/868.

Other

Other output
  1. Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques.. 2022. Vijithananda, S.M.; Jayatilake, M.M.L.; Gonçalves, T.C.; Hewavithana, B.; Rato, L.M.; Weerakoon, B.S.; Kalupahana, T.D.; Silva, A.D.; Dissanayake, K.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85167486609&partnerID=MN8TOARS.
    10.21203/rs.3.rs-2193959/v1
  2. GLCM Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques. 2022. Vijithananda, S.M.; Jayatilake, M.L.; Gonçalves, T.; Hewavithana, B.; Rato, L.M.; Weerakoon, B.S.; Kalupahana, T.D.; Silva, A.D.; Dissanayake, K.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85137588629&partnerID=MN8TOARS.
    10.36227/techrxiv.20624406
  3. Feature Extraction from MRI ADC Images for Brain Tumor Classification Using Machine Learning Techniques. 2022. Vijithananda, S.M.; Jayatilake, M.L.; Hewavithana, B.; Gonçalves, T.; Rato, L.M.; Weerakoon, B.S.; Kalupahana, T.D.; Silva, A.D.; Dissanayake, K.D.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85166885325&partnerID=MN8TOARS.
    10.21203/rs.3.rs-1186157/v2
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2018 - 2023/01/23 An uncertainty prediction approach for active learning - application to earth observation
Co-supervisor
 Informática (PhD)
Universidade de Évora, Portugal
2016 - 2020 Multi-Omics Data Analysis Using Machine Learning for Cancer Prediction and Diagnosis
Co-supervisor
 Phd engineering (PhD)
Jadavpur University, India
2016 - 2019 Mapping in uncertain environments for mobile robots
Co-supervisor
 Doutoramento em Informática (PhD)
Universidade de Évora, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023 - 2033 EXPAT2023, 6th Experiment@ International Conference (2023 - 2023)
Conference (Co-organisor)
 Universidade de Évora, Portugal
2021 - 2021 RECPAD 2021 - 27th Portuguese Conference on Pattern Recognition (2021 - 2021) Universidade de Évora, Portugal

APRP - Associação Portuguesa de Reconhecimento de Padrões, Portugal