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Brigida Monica Faria is an Associate Professor at the School of Health - Polytechnic Institute of Porto (ESS-P.PORTO). She is a researcher and a member of the Directive Board of the Artificial Intelligence and Computer Science Lab (LIACC) at the University of Porto (member of LASI - Associate Laboratory of Intelligent Systems). Her research interests include Machine Learning, Data Mining, Statistics, Data Analysis, Assistive Technology, Robotics, Multimedia and Serious Games. She participated in several research projects and developed fully functional prototypes in these areas. She was co-chair of more than 10 international conferences and workshops with an emphasis to IEEE ICARSC. She is the author of more than 70 journal/conference publications (indexed at SCOPUS and/or ISI Web of Knowledge).
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Identification

Personal identification

Full name
Brígida Mónica Teixeira de Faria

Citation names

  • Faria, Brigida Monica

Author identifiers

Ciência ID
0D1F-FB5E-55E4
ORCID iD
0000-0003-2102-3407

Email addresses

  • monica.faria@ess.ipp.pt (Professional)

Knowledge fields

  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Elementary (A2) Advanced (C1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Spanish; Castilian Intermediate (B1) Advanced (C1) Beginner (A1) Intermediate (B1) Intermediate (B1)
Education
Degree Classification
2013
Concluded
 Programa Doutoral em Engenharia Informática (PhD in Computer Science) (Doutoramento)
Universidade de Aveiro, Portugal
"Patient Classification for Intelligent Wheelchair Adaptation" (THESIS/DISSERTATION)
2008
Concluded
 Mestrado em Tecnologia Multimédia (MSc in Multimedia Technology) (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"Síntese de Imagem Baseada em Light Fields: Concepção e Desenvolvimento de uma Aplicação Didáctica" (THESIS/DISSERTATION)
2002
Concluded
 Matemática (BSc in Mathematics) (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
"Fracções Contínuas: Aproximações e Interpretação Geométrica (Monografia)" (THESIS/DISSERTATION)
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2023/11/02 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2016/08/18 - 2023/11/01 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2006/09/01 - 2016/08/17 Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2004/10 - 2005/09 Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal

Others

Category
Host institution 		Employer
2016/09 - 2017/08 Ensino Básico e Secundário (Teacher) Escola E.B. 2, 3/S Monte da Ola, Portugal
2005/09 - 2007/08 Formação (Lecturer) Psico Same, Lda, Portugal
Psico Same, Lda, Portugal
2005/09 - 2006/08 Ensino Básico e Secundário (Teacher) Colégio Ellen Key, Portugal
Colégio Ellen Key, Portugal
2005/04 - 2005/08 Ensino Básico e Secundário (Teacher) Escola E.B. 2, 3 de Lousada, Portugal
Escola E.B. 2, 3 de Lousada, Portugal
Projects

Grant

Designation Funders
2015 - 2016 Integrated approach for multimodal interaction with robotic devices: Applications in the training of cerebral palsy patients
SFRH/BPD/102411/2014
SFRH/BPD/102411/2014
Post-doc
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Concluded
2009/01 - 2012/12 Patient Classification and Automatic Configuration of an Intelligent Wheelchair using Supervised Learning Methodologies
SFRH/BD/44541/2008
PhD Student Fellow
Concluded

Contract

Designation Funders
2019/09/01 - Current IntellWheels2.0 - Intelligent Wheelchair with Flexible Multimodal Interface and Realistic Simulator
POCI-01-0247-FEDER-39898
Researcher
Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
 União Europeia - FEDER
Concluded
2021/01/01 - 2025/12/31 Intelligent Systems Associate Laboratory
LA/P/0104/2020
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Minho, Portugal

Universidade do Porto Centro de Matemática, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

Universidade de Aveiro, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade NOVA de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2019/10/01 - 2022/09 Sono ao Volante 2.0 - Information system for predicting sleeping while driving and detecting disorders or chronic sleep deprivation
NORTE-01-0247-FEDER-039720
Researcher
Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
 União Europeia - FEDER
Concluded
2021 - 2022 IDRISK - Improving Data Quality for Risk Assessment
NA
Researcher
EFSA - The European Food Safety Authority
Concluded
2020 - 2022 CIGESCOP - Centro Inteligente de Gestão e Controlo Operacional da ASAE (ASAE's Intelligent Center for Operational Management and Control)
POCI-05-5762-FSE-000215
Researcher
Concluded
2018 - 2020/01/03 FCT - IA.SAE - Inteligência Artificial na Segurança Alimentar e Económica
111111
Researcher
Associação para a Inovação e Desenvolvimento da FCT
2019/01/01 - 2019/12/31 LABORATÓRIO DE INTELIGÊNCIA ARTIFICIAL E CIÊNCIA DE COMPUTADORES
UID/CEC/00027/2019
Universidade do Porto, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2016 - 2019/06/30 P2020 - QVida+: Estimação Contínua de Qualidade de Vida para Auxílio Eficaz à Decisão Clínica
NORTE-01-0247-FEDER-003446
Researcher
Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Concluded
2010/07 - 2012/10 INTELLWHEELS - Intelligent Wheelchair with Flexible Multimodal Interface
Provided by PTCRIS: 109636
109636
Researcher
Fundação para a Ciência e a Tecnologia, I.P.

Other

Designation Funders
2022 - Current RETAILL - REtail using Technology based on Artificial InteLLigence
NA
Researcher
Submitted
2013 - 2015 QoLis - Quality of Life Platform - Nº2013/34034 QREN SI I&DT, (NUP, NORTE-07-0202-FEDER-034Ú34
2013/34034
Researcher
Concluded
Outputs

Publications

Book
  1. Faria, B.M.; Gonçalves, J.; Reis, L.P.; Rocha, Á.. A Platform for Assessing Cancer Patients’ Quality of Life. 2015.
    10.1007/978-3-319-16528-8_6
  2. Almeida, J.E.; Rossetti, R.J.F.; Faria, B.M.; Coelho, A.L.. Using serious games to train children and elicit fire safety behaviour. 2015.
    10.1007/978-3-319-16486-1_114
  3. Reis, L.P.; Faria, B.M.; Vasconcelos, S.; Lau, N.. Invited paper: Multimodal interface for an intelligent wheelchair. 2015.
    10.1007/978-3-319-10891-9_1
  4. Faria, B.M.; Silva, A.; Faias, J.; Reis, L.P.; Lau, N.. Intelligent wheelchair driving: A comparative study of cerebral palsy adults with distinct boccia experience. 2014.
    10.1007/978-3-319-05948-8_32
  5. Faria, B.M.; Reis, L.P.; Lau, N.. A survey on intelligent wheelchair prototypes and simulators. 2014.
    10.1007/978-3-319-05951-8_52
  6. Faria, B.M.; Reis, L.P.; Lau, N.; Soares, J.C.; Vasconcelos, S.. Patient classification and automatic configuration of an intelligent wheelchair. 2013.
    10.1007/978-3-642-36907-0_18
  7. Faria, B.M.; Ferreira, L.M.; Reis, L.P.; Lau, N.; Petry, M.. Intelligent wheelchair manual control methods: A usability study by cerebral palsy patients. 2013.
    10.1007/978-3-642-40669-0_24
Book chapter
  1. Noronha, Ana R.; Costa, Sónia L.; Ferreira, Adriana S.; Faria, Brígida M.; Silva, Manuela V.; Rodrigues, Matilde A.. "Semi-quantitative Methods for Assessing the Risk of Occupational Accidents: A Literature Review". In Occupational and Environmental Safety and Health IV, 565-574. Springer International Publishing, 2022.
    10.1007/978-3-031-12547-8_45
  2. Almeida, Patricia; Faria, Brigida Monica; Reis, Luis Paulo. "Hand Gestures Recognition for an Intelligent Wheelchair Steering Command". In ROBOT2022: Fifth Iberian Robotics Conference, 41-52. Springer International Publishing, 2022.
    10.1007/978-3-031-21062-4_4
  3. Silva, Eliana; Aguiar, Joyce; Oliveira, Alexandra; Faria, Brigida Monica; Reis, Luís Paulo; Carvalho, Victor; Gonçalves, Joaquim; Oliveira e Sá, Jorge. "An Approach to Assess Quality of Life Through Biometric Monitoring in Cancer Patients". 2019.
    10.1007/978-3-030-16184-2_58
  4. Ribeiro-Machado, Cláudia; Silva, Sara Costa; Aguiar, Sara; Faria, Brigida Monica; Ribeiro Machado, C; Silva, SC; Aguiar, S; Faria, BM. "Protein Attributes-Based Predictive Tool in a Down Syndrome Mouse Model: A Machine Learning Approach". Springer, 2018.
    10.1007/978-3-319-77700-9_3
Conference paper
  1. Almeida, P; Faria, BM; Reis, LP. "Hand Gestures Recognition for an Intelligent Wheelchair Steering Command". 2023.
    10.1007/978-3-031-21062-4_4
  2. Pereira, Duarte; Faria, Brigida; Reis, Luis. "Detection of Drowsy Driving Using Wearable Sensors". 2023.
    10.5220/0012089900003541
  3. Patricia Almeida; Faria, Brigida Monica; Reis, Luis Paulo. "Brain Waves Classification Using a Single-Channel Dry EEG Headset: An Application for Controlling an Intelligent Wheelchair". Paper presented in 21st International Conference on Practical Applications of Agents and Multi-Agent Systems, 2023.
  4. Silva, Maria; Faria, Brigida; Reis, Luis. "Knowledge Discovery for Risk Assessment in Economic and Food Safety". 2023.
    10.5220/0012254200003598
  5. Rodrigues, C; Faria, BM; Reis, LP. "Detecting, Predicting, and Preventing Driver Drowsiness with Wrist-Wearable Devices". 2021.
    10.1007/978-3-030-86230-5_9
  6. Da Silva, C.O.; Lopes, T.D.; Faria, B.M.. "Applications of sars-COV-2 sequencing data". 2020.
  7. Coelho, F; Reis, LP; Faria, BM; Oliveira, A; Carvalho, V. "Multimodal Intelligent Wheelchair Interface". 2020.
    10.1007/978-3-030-45691-7_64
  8. Oliveira, A; Aguiar, J; Silva, E; Faria, BM; Gonçalves, HR; Teófilo, LF; Gonçalves, J; et al. "Assessing Daily Activities Using a PPG Sensor Embedded in a Wristband-Type Activity Tracker". 2020.
    10.1007/978-3-030-45697-9_11
  9. Magalhães, G; Faria, BM; Reis, LP; Cardoso, HL; Caldeira, AC; Oliveira, AM. "Automating Complaints Processing in the Food and Economic Sector: A Classification Approach". 2020.
    10.1007/978-3-030-45691-7_41
  10. Magalhães, G; Faria, BM; Reis, LP; Cardoso, HL. "Text mining applications to facilitate economic and food safety law enforcement". 2019.
    10.33965/bigdaci2019_201907c025
  11. Pinto, TS; Faria, BM; Reis, LP; Cardoso, HL; Santos, T. "Compliance study of hazard analysis and critical control point system". 2019.
    10.33965/bigdaci2019_201907l014
  12. Ribeiro, JD; Faria, BM; Paulo Moreira, AP; Reis, LP. "Realistic Boccia Game Simulator Adapted for People with Disabilities or Motor Disorders: Architecture and Preliminary Usability Study". 2017.
    10.1007/978-3-319-56541-5_18
  13. Ribeiro, AC; Rios, LM; Gomes, RM; Faria, BM; Reis, LP. "Data Mining in Adversarial Search - Players Movement Prediction in Connect 4 Games". 2017.
    10.23919/cisti.2017.7976065
  14. Reis, LP; Vieira, J; Lemos, P; Novais, R; Faria, BM. "Higher Education Access Prediction using DataMining". 2017.
    10.23919/cisti.2017.7976068
  15. Moreira, AP; Costa, P; Gonçalves, J; Faria, BM. "Dc motor educational kit: A teaching aid in control theory". 2017.
    10.1007/978-3-319-43671-5_74
  16. Faria, BM; Dias, D; Reis, LP; Moreira, AP. "Multimodal interaction and serious game for assistive robotic devices in a simulated environment". 2016.
    10.1109/icarsc.2016.54
  17. Rocha, R; Rego, PA; Faria, BM; Reis, LP; Moreira, PM. "A Web Platform of Serious Games for Cognitive Rehabilitation: Architecture and Usability Study". 2016.
    10.1007/978-3-319-31232-3_103
  18. Rego, CM; Reis, LP; Meneses, F; Faria, BM. "Intelligent System for Soccer Referee's Position Analysis". 2016.
    10.1007/978-3-319-31232-3_10
  19. Andre, J; Faria, BM; Santos, C; Reis, LP. "A Data Mining Approach to Predict Falls in Humanoid Robot Locomotion". 2016.
    10.1007/978-3-319-27149-1_22
  20. Santos, D; Oliveira e Sa, JOE; Reis, LP; Faria, BM. "Recommendations for a New Portuguese Teacher Placement System". 2016.
    10.1007/978-3-319-31307-8_39
  21. Ulisses, J; Rossetti, RJF; Almeida, JE; Faria, BM. "Social Simulation of Rescue Teams' Dynamic Planning". 2016.
    10.1007/978-3-319-31307-8_64
  22. Faria, BM; Dias, D; Reis, LP. "Multimodal Interaction Robotic Devices in a Simulated Environment". 2016.
    10.1109/cisti.2016.7521429
  23. Rocha, R; Reis, LP; Rego, PA; Moreira, PM; Faria, BM. "New Forms of Interaction in Serious Games for Cognitive Rehabilitation: Implementation and Usability Study". 2016.
    10.1109/cisti.2016.7521472
  24. Reis, LP; Faria, BM; Goncalves, J; Rocha, A; Carvalho, V. "QVida plus : Quality of Life Continuos Estimation for Clinical Decision Support". 2016.
    10.1109/cisti.2016.7521629
  25. Pereira, A; Salgado, F; Reis, LP; Faria, BM. "Classification Model for Cardiotocographies". 2016.
    10.1109/cisti.2016.7521466
  26. Fernandes, A; Reis, LP; Faria, BM. "Family MemoBoard: Collaborative Calendar". 2016.
    10.1109/cisti.2016.7521428
  27. Goncalves, J; Reis, LP; Faria, BM; Carvalho, V; Abreu, C. "Quality of Life Assessment: Estimation based on Rasch model". 2016.
    10.1109/cisti.2016.7521606
  28. Reis, LP; Faria, BM; Goncalves, J; Rocha, A; Carvalho, V. "A Survey on Clinical Decision Support Systems Concerning Quality of Life". 2016.
    10.1109/cisti.2016.7521628
  29. de Oliveira, J; Amaral, L; Reis, LP; Faria, BM. "A Study on the Need of Digital Heritage Management Plataforms". 2016.
    10.1109/cisti.2016.7521505
  30. Cardoso, S; Faria, BM; Reis, LP. "Evolution of Vacancies and Students' Placement in Higher Education in Portugal". 2016.
    10.1109/cisti.2016.7521617
  31. Faria, BM; Reis, LP; Lau, N; Moreira, AP; Petry, M; Ferreira, LM; Brígida Mónica Faria; et al. "Intelligent Wheelchair Driving: Bridging the Gap Between Virtual and Real Intelligent Wheelchairs". 2015.
    10.1007/978-3-319-23485-4_44
  32. Ferreira, M; Goncalves, J; Reis, LP; Rocha, A; Faria, BM. "Data Mining and Decision Support Systems for Clinical Application and Quality of Life". 2015.
  33. Gonçalves, J.; Faria, B.M.; Reis, L.P.; Carvalho, V.; Rocha, A.. "Data mining and electronic devices applied to quality of life related to health data". 2015.
    10.1109/cisti.2015.7170627
  34. Ferreira, M.; Reis, L.P.; Faria, B.M.; Goncalves, J.; Rocha, A.. "Data Mining and decision support systems for clinical application and quality of life | Data Mining e Sistemas de Apoio à Decisão em Aplicações Clínicas e Qualidade de Vida". 2015.
    10.1109/cisti.2015.7170625
  35. Gonçalves, J.; Carvalho, V.; Reis, L.P.; Faria, B.M.; Rocha, A.. "QoLIS - Health business analitics platform based on quality of life related with health | QoLIS - Uma Plataforma de Health Business Analitics baseada em Qualidade de Vida Relacionada com a Saúde". 2015.
    10.1109/cisti.2015.7170628
  36. Dos Santos Magalhaes, A.R.; Faria, B.M.. "The evolution of health care in Portugal | A evolução da prestação de cuidados de saúde em Portugal". 2015.
    10.1109/cisti.2015.7170482
  37. Silva, F; Teixeira, B; Pinto, T; Santos, G; Praca, I; Vale, Z. "Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation". 2015.
    10.1007/978-3-319-18944-4_36
  38. Almeida, J.E.; Rossetti, R.J.F.; Faria, B.M.; Jacob, J.T.; Coelho, A.L.. "Towards a methodology for human behaviour elicitation: Preliminary results". 2014.
  39. Conceição, A.P.; Faria, B.M.; Moreira, J.A.. "Statistical study on cash balances of Portuguese companies | Estudo Estatístico sobre Saldos de Caixa de Empresas Portuguesas". 2014.
    10.1109/CISTI.2014.6877054
  40. Faría, B.M.; Reis, L.P.; Lau, N.. "User modeling and command language adapted for driving an intelligent wheelchair". 2014.
    10.1109/ICARSC.2014.6849779
  41. Barros, D.; Vasconcelos, R.; Costa, A.P.; Reis, L.P.; Faria, B.M.. "Analysis on the selection of course and institution of engineering students | Análise sobre a escolha do curso e instituição dos estudantes da Área de engenharia". 2014.
    10.1109/cisti.2014.6876993
  42. Almeida, J.E.; Jacob, J.T.P.N.; Faria, B.M.; Rossetti, R.J.F.; Coelho, A.L.. "Serious games for the Elicitation of way-finding behaviours in emergency situations". 2014.
    10.1109/cisti.2014.6876951
  43. Lau,N; António Paulo Moreira; Ventura,R; Brígida Mónica Faria; Lau, N.; Moreira, A.P.; Ventura, R.; Faria, B.M.. "Welcome message". 2014.
    http://dx.doi.org/10.1109/icarsc.2014.6849749
  44. Petry, M.R.; Moreira, A.P.; Faria, B.M.; Reis, L.P.; Petry,MR; António Paulo Moreira; Brígida Mónica Faria; Luís Paulo Reis. "IntellWheels: Intelligent wheelchair with user-centered design". 2013.
    10.1109/healthcom.2013.6720711
  45. Faria, B.M.; Reis, L.P.; Teixeira, S.C.; Faias, J.; Lau, N.; Faria, Brigida Monica; Reis, Luis Paulo; et al. "Intelligent wheelchair simulator for users' training: Cerebral palsy children's case study". 2013.
  46. Faria, Brigida Monica; Reis, Luis Paulo; Lau, Nuno. "Manual, automatic and shared methods for controlling an intelligent wheelchair: Adaptation to cerebral palsy users". 2013.
    10.1109/Robotica.2013.6623523
  47. Faria, B.M.; Reis, L.P.; Lau, N.. "Cerebral Palsy EEG signals classification: Facial expressions and thoughts for driving an intelligent wheelchair". 2012.
    10.1109/icdmw.2012.89
  48. Neves, R.; Abreu, P.; Reis, L.P.; Faria, B.M.; Neves, Romina; Abreu, Pedro; Reis, Luís Paulo; Faria, Brigida Monica. "A multi-agent system to help Farmville players on game management tasks". 2012.
  49. Faria, B.M.; Vasconcelos, S.; Reis, L.P.; Lau, N.. "A methodology for creating intelligent wheelchair users' profiles". 2012.
    10.5220/0003749701710179
  50. Neves, R; Reis, LP; Abreu, P; Faria, BM. "Implementation of a Multiagent System for Assistance in Management Tasks in Farmville". 2012.
  51. João Couto Soares; Brígida Mónica Faria; Luís Ferreira; Luis Paulo Reis; Marcelo Petry; Nuno Lau. "Manual Control for Driving an Intelligent Wheelchair: A Comparative Study of Joystick Mapping Methods". 2012.
  52. Faria, B.M.. "Data analysis of three procedures for constructing semiconductors: Mold, Solder Ball and Singulation". 2011.
  53. Faria, BM. "Analyze Data for Construction of Three Cases Semiconductors: Mold, Solder Ball and Singulation". 2011.
  54. Faria, BM; Santos, BS; Lau, N; Reis, LP. "DATA VISUALIZATION FOR ANALYZING SIMULATED ROBOTIC SOCCER GAMES". 2010.
  55. Faria, B.M.; Reis, L.P.; Lau, N.; Castillo, G.. "Machine Learning algorithms applied to the classification of robotic soccer formations and opponent teams". 2010.
    10.1109/ICCIS.2010.5518540
  56. Faria, B.M.; Lau, N.; Reis, L.P.. "Classification of facial expressions using data mining and machine learning algorithms". 2009.
  57. Faria, B.M.; Pimenta, R.; Moreira, J.. "Projects of fisioterapia and terapia ocupacional: A classification approach using text mining in R". 2009.
  58. Silva, M.; Reis, L.P.; Sousa, A.; Faria, B.M.; Costa, A.P.. "Development of a low-cost interactive whiteboard using the wiimote controller". 2009.
  59. Faria, B.M.; De Sousa, A.A.; Reis, L.P.. "A didactic application for creating new sights from multiple images using light fields". 2008.
  60. Faria, BM; Sousa, AA; Reis, LP. "Light Fields: Application of Educational Establishment for New Views from Multiple Images". 2007.
  61. Faria, BM; Sousa, AA; Reis, LP. "Light fields: Aplicação didáctica de criação de novas vistas a partir de múltiplas imagens.". 2007.
  62. Araújo, A.A.; Faria, B.M.; Silva, M.A.R.; Reis, H.J.. "Applying DIP techniques to microscopic biological images". 2001.
    10.1117/12.424962
Journal article
  1. Maria Carolina Avelar; Patricia Almeida; Brigida Monica Faria; Luis Paulo Reis. "Applications of Brain Wave Classification for Controlling an Intelligent Wheelchair". Technologies (2024): https://www.mdpi.com/2227-7080/12/6/80.
    10.3390/technologies12060080
  2. Oliveira, A; Silva, E; Aguiar, J; Faria, BM; Reis, LP; Cardoso, H; Goncalves, J; et al. "Biometrics and quality of life of lymphoma patients: A longitudinalmixed-modelapproach". EXPERT SYSTEMS (2020):
    10.1111/exsy.12640
  3. Costa, António Pedro; Faria, Brigida Monica; Reis, Luís Paulo; Costa,António Pedro; Faria,Brígida Mónica; Reis,Luís Paulo. "Investigação Qualitativa Através da Utilização de Software: Workflows Metodológicos". (2019): http://hdl.handle.net/10400.22/13795.
    10.17013/risti.19.ix–xii
  4. Nogueira, Pedro; Urbano, Joana; Reis, Luís Paulo; Cardoso, Henrique Lopes; Silva, Daniel Castro; Rocha, Ana Paula; Gonçalves, Joaquim; Brigida Monica Faria. "A Review of Commercial and Medical-Grade Physiological Monitoring Devices for Biofeedback-Assisted Quality of Life Improvement Studies". (2018): http://hdl.handle.net/10400.22/14270.
    10.1007/s10916-018-0946-1
  5. Faria, Brigida Monica; Ribeiro, José Diogo; Moreira, A. Paulo; Reis, Luis Paulo. "Boccia game simulator: Serious game adapted for people with disabilities". (2018): http://hdl.handle.net/10400.22/15006.
    10.1111/exsy.12299
  6. Almeida, JE; Rossetti, RJF; Pinheiro Neto Jacob, JTPN; Faria, BM; Coelho, AL. "Serious games for the human behaviour analysis in emergency evacuation scenarios". CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2017):
    10.1007/s10586-017-0765-z
  7. Oliveira, A; Faria, BM; Rita Gaio, AR; Reis, LP. "Data Mining in HIV-AIDS Surveillance System Application to Portuguese Data". JOURNAL OF MEDICAL SYSTEMS (2017):
    10.1007/s10916-017-0697-4
  8. Rego, PA; Rocha, R; Faria, BM; Reis, LP; Moreira, PM. "A Serious Games Platform for Cognitive Rehabilitation with Preliminary Evaluation". JOURNAL OF MEDICAL SYSTEMS (2017):
    10.1007/s10916-016-0656-5
  9. Faria, BM; Reis, LP; Lau, N. "A Methodology for Creating an Adapted Command Language for Driving an Intelligent Wheelchair". JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS (2015):
    10.1007/s10846-015-0194-2
  10. Faria, B.M.; Gonçalves, J.; Reis, L.P.; Rocha, Á.. "A Clinical Support System Based on Quality of Life Estimation". Journal of Medical Systems 39 10 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84939135412&partnerID=MN8TOARS.
    10.1007/s10916-015-0308-1
  11. Lau, N.; Moreira, A.P.; Ventura, R.; Faria, B.M.; Lau,N; António Paulo Moreira; Ventura,R; Brígida Mónica Faria. "Special Issue Robótica 2014". Journal of Intelligent and Robotic Systems: Theory and Applications (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84941662148&partnerID=MN8TOARS.
    10.1007/s10846-015-0258-3
  12. Goncalves, Joaquim; Faria, Brigida Monica; Carvalho, Victor; Rocha, Alvaro; Reis, Luis Paulo; Rocha, A; Dias, GP; et al. "QoLIS - Health Business Analitics platform based on Quality of Life Related with Health". Proceedings of the 2015 10th Iberian Conference on Information Systems and Technologies (Cisti 2015) (2015): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000361005100274&KeyUID=WOS:000361005100274.
  13. Faria, B.M.; Reis, L.P.; Lau, N.. "Adapted Control Methods for Cerebral Palsy Users of an Intelligent Wheelchair". Journal of Intelligent and Robotic Systems: Theory and Applications 77 2 (2014): 299-312. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921068425&partnerID=MN8TOARS.
    10.1007/s10846-013-0010-9
  14. Reis, LP; Barros, D; Vasconcelos, R; Costa, AP; Faria, BM. "Directors' perspective on course and institution selection of Portuguese engineering students [Perspetiva dos diretores de curso sobre a escolha do curso e instituição dos estudantes da área de engenharia em Portugal]". RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao (2014):
    10.17013/risti.e2.99-114
  15. Reis,Luís Paulo; Barros,David; Vasconcelos,Rosa; Costa,António Pedro; Faria,Brígida Mónica. "Perspetiva dos Diretores de Curso sobre a Escolha do Curso e Instituição dos Estudantes da Área de Engenharia em Portugal". (2014): http://www.scielo.mec.pt/scielo.php?script=sci_arttext&pid=S1646-98952014000300008.
  16. Mónica Faria, B.; Vasconcelos, S.; Paulo Reis, L.; Lau, N.; Faria, Brigida Monica; Vasconcelos, Sérgio; Reis, Luís Paulo; Lau, Nuno. "Evaluation of distinct input methods of an intelligent wheelchair in simulated and real environments: A performance and usability study". Assistive Technology 25 2 (2013): 88-98. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877932442&partnerID=MN8TOARS.
    10.1080/10400435.2012.723297
  17. Faria, BM; Reis, LP; Lau, N. "Knowledge Discovery and Multimodal Inputs for Driving an Intelligent Wheelchair". IJKDB (2011):
    10.4018/jkdb.2011100102
Online resource
  1. Nascimento, Ana Paula; Prudêncio, Cristina; Vieira, Mónica; Faria, Brigida Monica; Pimenta, Rui; Bacelar-Nicolau, Helena. Análise fatorial de doenças não transmissíveis em função das taxas de mortalidade ao longo do tempo. 2023. http://hdl.handle.net/10400.22/23635.
    10.26537/prpaeh.v1i1.5169

Other

Other output
  1. Big Data e Investigação Qualitativa. 2019. Faria,Brígida Mónica; Sánchez-Gómez,M Cruz; Costa,António Pedro. http://www.scielo.mec.pt/scielo.php?script=sci_arttext&pid=S1646-98952019000300001.
  2. Big data and qualitative research [Big data e investigação qualitativa]. 2019. Faria, BM; Sánchez Gómez, MC; Costa, AP.
    10.17013/risti.33.0
  3. Special Issue JOMS - Journal of Medical Systems, 2016 on Agent-Empowered HealthCare Systems. 2016. Abreu, PH; Silva, DC; Schumacher, MI; Reis, LP; Faria, BM; Ito, M.
    10.1007/s10916-016-0449-x
  4. Qualitative research through the use of software: Methodological workflows [Investigação Qualitativa através da utilização de software: Workflows metodológicos]. 2016. Costa, AP; Faria, BM; Reis, LP.
    10.17013/risti.19.ix-xii
  5. Research through development: When words "Count" [Investigação através do desenvolvimento: Quando as palavras "Contam"]. 2015. Costa, AP; Faria, BM; Reis, LP.
    10.17013/risti.e4.vii-x
  6. Investigação através do Desenvolvimento: Quando as Palavras ¿Contam¿. 2015. Costa,António Pedro; Faria,Brígida Mónica; Reis,Luís Paulo. http://www.scielo.mec.pt/scielo.php?script=sci_arttext&pid=S1646-98952015000300001.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022/10/01 - 2023/11/21 Application of Machine Learning Techniques for a Recommendation System in Pharmacy
Co-supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2022/10/01 - 2023/07/18 REtail using Technology based on Artificial InteLLigence
Co-supervisor
 Mestrado em Engenharia Informática e Computação (Master)
2021 - 2022 Comparative study of adjustments methods for confounding variables
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2021 - 2022 Risk Assessment for Food Safety and Public Health: A Machine Learning Approach
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2021 - 2022 Speckle Tracking Echocardiography in detecting myocardial deformation and the influence of cardiovascular factors
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2020 - 2022 Automatic FoodEx2 classification system for food description
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2020/09 - 2021/12/13 Applications of Knowledge Discovery for COVID-19 pandemic study
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2020/09 - 2021/12/13 Sleep quality of drivers: a study based on self -perceived and sleep companions feedback
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2020/09 - 2021/07 Intellwheels 2.0 - Controlling an Intelligent Wheelchair using a Multimodal Interface
Co-supervisor
 Mestrado Integrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/09 - 2021/07 Sleep at the Wheel: Wearable Sensors for Detection of Drowsy Driving
Co-supervisor
 Mestrado Integrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021 Sleep quality of drivers: a study based on self -perceived and sleep companions feedback
Supervisor
 Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2019 - 2020/10/16 Wheelchair Serious Game: A Powerchair Football Video-Game with Machine Learning
Co-supervisor
 Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019/09 - 2020/07/22 Sono ao Volante – Machine Learning para Previsão e Deteção de Sonolência / Sleep at the Wheel – Machine Learning for Sleep Prediction and Detection
Co-supervisor
 Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019/09 - 2020/07/22 Aplicação Prática de uma Interface Multimodal para Controle de Cadeira de Rodas Inteligente e Domótica /Practical Application of a Multimodal Interface for Smart Wheelchair Control and Home Automation
Co-supervisor
 Mestrado Integrado em Engenharia Electrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020/07 Prática de uma Interface Multimodal para Controle de Cadeira de Rodas Inteligente e Domótica
Co-supervisor
 Mestrado Integrado em Engenharia Electrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020/07 Sono ao Volante - Machine Learning para Previsão e Deteção de Sonolência
Co-supervisor
 Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020/07 IA.SAE - Prevenção e Fiscalização Inteligente de Risco Alimentar
Co-supervisor
 Mestrado Integrado em Bioengenharia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020 Wheelchair Serious Game: A Powerchair Football Video-Game with Machine Learning
Co-supervisor
 Mestrado Integrado em Engenharia Informática (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2019/11 Hazard Analysis and Critical Control Point System: A compliance analysis of food security in Portugal
Supervisor
 Mestrado de Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2018/10/24 - 2019/06/30 QVida+: Estimação Contínua de Qualidade de Vida para Auxílio Eficaz à Decisão Clínica
Co-supervisor
 Post-Doc (Other)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2019 Assessing Functional Activity of Astrocytes by Calcium Imaging: How do Astrocytes Respond to the Electrophysiological Microenvironment?
Supervisor
 Mestrado de Bioestatística e Bioinformática Aplicadas à Saúde (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2018 - 2019 Employing Text Classification to Facilitate Economic and Food Safety Law Enforcing
Supervisor
 Mestrado de Bioestatística e Bioinformática Aplicadas à Saúde
Universidade do Porto Faculdade de Engenharia, Portugal
2016/08/01 - 2017/07/31 QVida+: Estimação Contínua de Qualidade de Vida para Auxílio Eficaz à Decisão Clínica
Co-supervisor
 Post-Doc (Other)
Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2017/01 Boccia Game simulator - Applications for training cerebral palsy patients
Co-supervisor
 Mestrado Integrado em Engenharia Electrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2016/05 SIPAUM - Sistema de Informação Para a Previsão dos Acessos ao Ensino Superior na Universidade do Minho
Co-supervisor
 Mestrado Integrado em Engenharia e Gestão de Sistemas de Informação (Master)
Universidade do Minho - Campus de Azurém, Portugal
2014 - 2015/12 Desenvolvimento de um Sistema de Apoio à Decisão: QoLIS (Quality of Life System)
Co-supervisor
 Mestrado Integrado em Engenharia e Gestão de Sistemas de Informação, Universidade do Minho (Master)
Universidade do Minho - Campus de Azurém, Portugal
2014 - 2015/12 Desenvolvimento de um Simulador Boccia com Interface Multimodal
Co-supervisor
 Mestrado Integrado em Engenharia e Gestão de Sistemas de Informação (Master)
Universidade do Minho - Campus de Azurém, Portugal
2014 - 2015/07 Práticas de Gestão do ACES de Gondomar
Supervisor
 Mestrado em Gestão das Organizações, ramo Gestão de Unidades de Saúde (Master)
Associação de Politécnicos da Região Norte, Portugal
2013 - 2014/03 Implementação de um Software de Gestão no Hospital Agostinho Ribeiro
Supervisor
 Mestrado em Gestão das Organizações, ramo Gestão de Unidades de Saúde (Master)
Associação de Politécnicos da Região Norte, Portugal
2012 - 2013/11 Determinantes dos Saldos de Caixa de Empresas Portuguesas
Co-supervisor
 Mestrado em Contabilidade e Controlo de Gestão (Master)
Universidade do Porto Faculdade de Economia, Portugal
2011 - 2012/02 IntellWheels - Data Acquisition System for an Intelligent Wheelchair
Co-supervisor
Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2011 Multimodal Interface for an Intelligent Wheelchair
Co-supervisor
Universidade do Porto Faculdade de Engenharia, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2022 - 2022 Freebots Junior and Major - Festival Nacional de Robótica (Competitions - National Robotics Festival) (2022/05 - 2022/05)
2022 - 2022 Co-Chair and Organizing Committee Member - Rehabilitation and Assistive Robotics (ROBOT'2022) (2022/11 - 2022/11)
2022 - 2022 Co-Chair and Organizing Committee Member (Brígida Mónica Faria, Luis Merino, Adrià Colomé Figueras, Guillem Alenya) - Machine Learning in Robotics (ROBOT'2022) (2022/11 - 2022/11)
Conference
2021 - 2021 Freebots Junior and Major - Festival Nacional de Robótica (Competitions - National Robotics Festival) (2021/05 - 2021/05)
Festival (Co-organisor)
2019/11 - 2019/11 Co-Chair and Organizing Committee Member - Rehabilitation and Assistive Robotics (ROBOT'2019) - Cristina Manuela Peixoto Santos, Juan C Moreno and Brígida Mónica Faria (2019/11)
Conference (Co-organisor)
 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/07 - 2019/07 Co-Chair and Organizing Committee Member - track Investigação Qualitativa na Engenharia e Tecnologia (ISQR2019) do CIAIQ2019 - Congresso Ibero-Americano de Investigação Qualitativa (2019/07)
Conference (Member of the Organising Committee)
2019/06 - 2019/06 Co-Chair and Organizing Committee Member - Workshop on Applied Statistics and Data Analysis using Computer Science (2019/06 - 2019/06)
Conference (Member of the Organising Committee)
2019/04 - 2019/04 Freebots Junior and Freebots Senior - 19th IEEE International Conference on Autonomous Robot Systems and Competitions (2019/04 - 2019/04)
Call (Co-organisor)
2019 - 2019 Co-Chair and Organizing Committee Member (Brígida Mónica Faria, Luis Merino, Guillem Alenyà and Adrià Colomé) - Machine Learning in Robotics (ROBOT'2019) (2019 - 2019)
Conference (Co-organisor)
 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/06 - 2018/06 Co-Chair and Organizing Committee Member - 4th Educational and Serious Games Workshop (2018/06 - 2018/06)
Conference (Member of the Organising Committee)
2017/11 - 2017/11 Co-Chair and Organizing Committee Member - Rehabilitation and Assistive Robotics (ROBOT'2017) (2017/11 - 2017/11)
Workshop (Member of the Organising Committee)
2017/11 - 2017/11 Co-Chair and Organizing Committee Member (Brígida Mónica Faria, Luis Merino, Guillem Alenya, Carme Torras) - Machine Learning in Robotics (ROBOT'2017) (2017/11 - 2017/11)
Workshop (Member of the Organising Committee)
2017/02 - 2017/02 Local Chair of ICAART'2017 - 9th International Conference on Agents and Artificial Intelligence, 24-26 feb 2017, Porto, Portugal (2017 - 2017)
Conference (Member of the Organising Committee)
2016 - 2016 1st Workshop on Systems and Quality Assessment in Health, Education and Services, Gran Canaria, Spain (2016 - 2016)
Workshop (Member of the Organising Committee)
2014 - 2014 Co-Chair and Organizing Committee Member (Brígida Mónica Faria, Nuno Lau, António Paulo Moreira, Rodrigo Ventura) - IEEE International Conference on Autonomous Robot Systems and Competitions (ICARCS 2014), 14-15 Maio, 2014, Espinho, Portugal. (2014 - 2014)
Conference (Member of the Organising Committee)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2022 - Current She participated in more than 30 conferences and scientific meetings, being responsible in most cases for oral communications (2007 - until now)
Conference
2023 - 2023 Generative Artificial Intelligence in the Teaching-Learning Process and Academic Research
Seminar
2021/07 - 2021/07 Advanced School on Artificial Intelligence - 22nd European Agent Systems Summer School (EASSS 2021), julho 19-23, 2021, Artificial Intelligence and Computer Science Lab of the University of Porto (LIACC), European Association for Multi-Agent Systems (EURAMAS) and the Portuguese Association for Artificial Intelligence (APPIA)
2020/08 - 2020/08 3Summit I2AI, Inteligência Artificial para a Saúde/Artificial Intelligence for Health, 5 agosto 2020, International Association of Artificial Intelligence.
2013/07 - 2013/07 Opening Black Box Data Mining Models Using Sensitivity Analysis and Visualization Techniques, LIADD – Laboratory of Artificial Intelligence and Decision Support, INESC-Porto, 4 Jul 2013.
2011 - 2011 Summer School - LXMLS 2011: 1st Lisbon Machine Learning School, Instituto Superior Técnico de Lisboa, 20 - 25 de Jul 2011.
2010 - 2010 Summer School - NN2010: Summer School on Neural Networks in Classification, Regression and Data Mining, Instituto Superior de Engenharia do Porto – Instituto Politécnico do Porto, 12 - 16 de Jul 2010

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2022 She has participated in more than 20 Master's degree juries (2014 - until now) Several students (Master)
2021/09/24 Técnicas de Aprendizado de Máquina Aplicadas na Previsão de Desempenho de Operadores de Centros de Teleatendimento, Evandro Lopes de Oliveira, Universidade Fernando Pessoa, 24 de setembro de 2021
(Thesis) Main arguer
 Evandro Lopes de Oliveira (PhD)
Universidade Fernando Pessoa, Portugal
2021 Mestrado em Engenharia de Segurança e Higiene Ocupacionais, Identificação de situações de stress ocupacional baseada numa pesquisa quantitativa e na análise dos batimentos cardíacos, Catarina Fragoso Flores Brasil, 8 outubro, 2021 Catarina Fragoso Flores Brasil (Master)
2021 Cláudio Lima Correia, Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde, Applications of Knowlegde Discovery for COVID-19 pandemic study, 13 de dezembro de 2021 Cláudio Lima Correia (Master)
2021 Tatiana Lúcia Donai Lopes, Mestrado em Bioestatística e Bioinformática Aplicadas à Saúde, Sleep quality of drivers: a study based on self -perceived and sleep companions feedback, 13 de dezembro de 2021 Tatiana Lúcia Donai Lopes (Master)
2019 Mestrado Integrado em Engenharia Informática e Computação; A Reinforcement Learning Environment for Cooperative Multi-Agent Games: Enhancing Negotiation Skills, José Aleixo Cruz, 12 julho 2019 José Aleixo Cruz (Master)
2019 Tese de Mestrado Integrado em Engenharia Informática e Computação; Intelligent Analysis of Complaints, Luís Barbosa, 12 julho 2019 Luís Barbosa (Master)
2019 Mestrado Integrado em Engenharia Informática e Computação; Deep Reinforcement Learning in Strategic Multi-Agent Games: the case of No-Press Diplomacy", Diogo Cruz, 12 julho 2019 Diogo Cruz (Master)
2019 Hazard Analysis and Critical Control Point System: A compliance analysis of food security in Portugal, Tatiana Sofia Branco de Sousa Pinto, 12 novembro, 2019 Tatiana Sofia Branco de Sousa Pinto (Master)
2019 Employing Text Classification to Facilitate Economic and Food Safety Law Enforcing, Gustavo Manuel Pinto de Magalhães, 12 novembro, 2019 Gustavo Manuel Pinto de Magalhães (Master)
2018/04/09 Social Navigation of Autonomous Robots in Populated Environments
(Thesis) Main arguer
 Noé Pérez Higueras (PhD)
Universidad Pablo de Olavide, Spain
2018 Master in Informatics and Computing Engineering, Extracting medical information from personal child health records, Fábio Amarante, Faculdade de Engenharia, Universidade do Porto, 19 Fevereiro de 2018 Fábio Amarante (Master)
2018 Master in Informatics and Computing Engineering, Inferring urban indicators through computer vision on Google Street View, Sara Isabel Linhas Paiva, Faculdade de Engenharia, Universidade do Porto, 19 Fevereiro de 2018 Sara Isabel Linhas Paiva (Master)
2016 Análise Computacional de Imagens do Ovário no diagnóstico de síndrome do ovário policístico
(Thesis) Main arguer
 Diogo Miguel Carneiro Correia (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2016 Urinary bladder CAD system for 3D reconstruction from CT scans
(Thesis) Main arguer
 João Tiago Ribeiro Pinto (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2016 Mestrado em Engenharia Biomédica, Segmentação automática de lesões de esclerose múltipla em imagens de ressonância magnética, Rafaela Inês Pires Pinto, Faculdade de Engenharia, Universidade do Porto, 4 Julho de 2016. Rafaela Inês Pires Pinto (Master)
2016 Mestrado em Multimédia, Desenvolvimento de uma ferramenta multimédia para o Ensino de Desenho Técnico Básico, Nuno Alexandre Macedo de Castro, Faculdade de Engenharia, Universidade do Porto, 15 Julho de 2016 Nuno Alexandre Macedo de Castro (Master)
2016 Master in Informatics and Computing Engineering, Forecasting Hot Water Demand aiming at Domestic Energy Efficiency, Carlos Daniel Saraiva Fernandes, Faculdade de Engenharia, Universidade do Porto, 18 Julho de 2016 Carlos Daniel Saraiva Fernandes (Master)
2016 Master in Informatics and Computing Engineering, Integrating Electric Buses in Conventional Public Transit: A First Appraisal, Diogo Ribeiro Gomes dos Santos, Faculdade de Engenharia, Universidade do Porto, 18 Julho de 2016 Diogo Ribeiro Gomes dos Santos (Master)
2015 A importância dos ACeS na reforma dos cuidados de saúde primários: estudo de caso do ACeS de Gondomar
Supervisor
 Aníbal Rui dos Santos Magalhães (Master)
Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
2015 Sistema Inteligente para Análise do Posicionamento de Árbitros de Futebol
(Thesis) Main arguer
 Carlos Manuel Moreira Rego (Master)
Universidade do Minho - Campus de Azurém, Portugal
2015 Pervasive Patient Timeline
(Thesis) Main arguer
 André Filipe Gonçalves Névoa Fernandes Braga (Master)
Universidade do Minho - Campus de Azurém, Portugal
2014/02/20 Hand Gesture Recognition System based in Computer Vision and Machine Learning: Applications on Human-Machine Interaction
(Thesis) Arguer
 Paulo José de Albuquerque C. Trigueiros (PhD)
Universidade do Minho Escola de Engenharia, Portugal
2014 Implementação de um Software de Gestão de Logística no Hospital Agostinho Ribeiro
Supervisor
 Vitor Manuel Rocha Sousa (Master)
Instituto Politécnico do Porto Instituto Superior de Contabilidade e Administração do Porto, Portugal
2013 Robô para incapacitados – Ambient Assisted Living
(Thesis) Main arguer
 Claúdia Marques Pinto Tonelo (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2013 Determinantes dos Saldos de Caixa de Empresas Portuguesas
Supervisor
 Ana Paula Conceição (Master)
Universidade do Porto Faculdade de Economia, Portugal

Association member

Society Organization name Role
2020/12 - Current Sociedade Portuguesa de Estatística Member (Sócia)
2014 - Current Sociedade Portuguesa de Robótica Member (Sócia)
2014 - Current Associação Ibérica de Sistemas e Tecnologias de Informação Member (Sócia)
2010 - Current Laboratório de Inteligência Artificial e Ciência de Computadores - LIACC Researcher
2009 - Current IEETA – Instituto de Engenharia Eletrónica e Telemática de Aveiro Researcher
2015/10 - 2016/03 INESC TEC - Instituto de Engenharia de Sistemas e Computadores - Tecnologia e Ciência Researcher

Conference scientific committee

Conference name Conference host
2021/11 - Current International Conference on Graphics and Interaction Universiade do Porto - Faculdade de Engenharia
2021/06 - Current International Conference on Artificial Intelligence in Medicine Porto (online event)
2021/04 - Current IDA - Symposium on Intelligent Data Analysis Porto (online event)
2017/11/20 - Current ROBOT - Iberian Robotics Conference - Machine Learning in Robotics and Rehabilitation and Assistive Robotics Spain/Portugal
2015 - 2021 EPIA Conference on Artificial Intelligence
2014 - 2021 IEEE International Conference on Autonomous Robot Systems and Competitions
2020 - 2020 CIAIQ2020: 9º Congreso Ibero-Americano en Investigación Qualitativa Corunha, Espanha (online)
2008 - 2020 Conferência Ibérica de Sistemas e Tecnologias de Informação Portugal; Spain
2013 - 2013 23rd International Conference Flexible Automation and Intelligent Manufacturing
2013 - 2013 12th International Conference on Autonoumous Agents and Multiagent Systems
2013 - 2013 IEEE Intelligent Vehicles Symposium Gold Coast, Australia
2011 - 2011 International Conference on Electrical Control and Computer Engineering Kuantan, Pahang, Malaysia

Consulting

Activity description Institution / Organization
2021 - Current EuroTechPostdoc2 programme Technische Universiteit Eindhoven Technology Innovation and Society, Netherlands
2018 - Current Consulting activities, providing specialized services, with the production of an evaluation report for the European Union within the scope of Horizon2020 and Horizon Europe.
2017 - 2018 Consulting activities, providing specialized services, with the production of an evaluation report for the National Innovation Agency (ANI) within the scope of Project Applications; Mobilizing Projects; Demonstration Projects and Contrary Claims inserted in Portugal 2020. Agência Nacional de Inovação SA, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022 - Current She has teaching experience, since 2004, in the areas of Data Analysis, Statistics, Mathematics and Informatics, having created/collaborated in the creation of programs and taught more than 40 different curricular units in these areas.

Interview (tv / radio show)

Program Topic
2011 - Current Actively participated in more than 40 outreach events, collaborating in tv, radio and magazines reports, technologies showrooms and projects divulgation.

Journal scientific committee

Journal title (ISSN) Publisher
2020 - Current Journal Artificial Intelligence In Medicine Elsevier
2020 - Current Safety Science Elsevier
2019 - Current IEEE Journal of Biomedical and Health Informatics IEEE Xplore
2019 - Current Sensors MDPI
2018 - Current Journal Simulation Modelling Practice and Theory Elsevier
2018 - Current Journal Computers Graphics Springer
2017 - Current Journal Artificial Intelligence In Medicine Elsevier
2017 - Current Journal of Intelligent & Robotic Systems Springer
2016 - Current Journal Advanced Robotics Taylor&Francis
2015 - Current Clustering Computing Journal Springer
2015 - Current Journal Assistive Technology Taylor&Francis
2014 - Current Journal of Computers in Biology and Medicine Elsevier
Distinctions

Award

2019 PAPRE - Programa de Apoio à Publicação Científica em Revistas de Elevada Qualidade (Award of 200 EU - publication of papers in journals indexed at ISI)
Instituto Politécnico do Porto, Portugal
2016 PAPRE - Programa de Apoio à Publicação Científica em Revistas de Elevada Qualidade (Award of 675 EU - publication of papers in journals indexed at ISI)
Instituto Politécnico do Porto, Portugal
2015 PAPRE - Programa de Apoio à Publicação Científica em Revistas de Elevada Qualidade (Award of 300EU - publication of papers in journals indexed at ISI)
Instituto Politécnico do Porto, Portugal
2014 PAPRE - Programa de Apoio à Publicação Científica em Revistas de Elevada Qualidade (Award of 300EU - publication of papers in journals indexed at ISI)
Instituto Politécnico do Porto, Portugal
2013 Best Paper Award - Manual, Automatic and Shared Methods for Controlling an Intelligent Wheelchair: Adaptation to Cerebral Palsy Users
2012 2º lugar no "Prémio Ser Capaz"
2012 Menção Honrosa no -Prémio de Inovação Tecnológica Engenheiro Jaime Filipe 2012-
2011 Vice-campeões da competição FreeBots
2011 Galardão da Inclusão na categoria Investigação Aplicada