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Manuel J. Fonseca is an Associate Professor with Habilitation at the Faculty of Sciences of the University of Lisbon, Head of the Informatics Department, and a senior researcher at LASIGE. He holds a PhD (2004) in Information Systems and Computer Engineering from IST/TULisbon. His main research areas include Human-Computer Interaction, Brain-Computer Interfaces (BCI), Gaze Interaction, Affective Computing, Health Systems, and Multimedia Information Retrieval. Throughout his career, he has participated in seven European projects, including FAST, SmartSketches, Eurotooling21, SATIN, ITACA, SATO, and Smart2B, being responsible for the participation of his research unit in three of them. He participated in six National projects, being Principal Investigator in three. He has published more than 120 refereed scientific papers and book chapters, has participated in 40+ conference program committees, and has been a reviewer for several international journals and conferences. He was the supervisor of 3 PhD theses and of 50+ Master theses.
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Identification

Personal identification

Full name
Manuel João Caneira Monteiro da Fonseca

Citation names

  • Fonseca, Manuel J.

Author identifiers

Ciência ID
5113-9FC4-5F9C
ORCID iD
0000-0002-3559-828X
Google Scholar ID
vYss7-cAAAAJ
Scopus Author Id
7101806112

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Intermediate (B1) Advanced (C1) Upper intermediate (B2) Intermediate (B1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2023/09
Concluded
 Informática (Título de Agregado)
Universidade de Lisboa Faculdade de Ciências, Portugal
 Aprovado por Unanimidade
2004/07
Concluded
 Engenharia Informática e de Computadores (Doutoramento)
Universidade de Lisboa, Portugal
"Sketch-Based Retrieval in Large Sets of Drawings" (THESIS/DISSERTATION)
 Aprovado (Aprovado/Não Aprovado)
1996/03
Concluded
 Mestrado em Engenharia Electrotécnica e de Computadores (Mestrado)
Universidade de Lisboa, Portugal
"Técnicas de enriquecimento da interface utilizador" (THESIS/DISSERTATION)
 Muito Bom
1991/09
Concluded
 Engenharia Electrotécnica e de Computadores (Licenciatura)
Universidade de Lisboa, Portugal
"HypIngrid - Um sistema de hipertexto aberto" (THESIS/DISSERTATION)
 15 (0-20)
Affiliation

Science

Category
Host institution 		Employer
2014/01 - Current Researcher (Research) Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
Universidade de Lisboa Faculdade de Ciências, Portugal
2004/07 - 2013/12 Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/03 - 2012/06 Visiting Researcher (Research) University of Surrey, Centre for Vision, Speech and Signal Processing (CVSSP), UK, United Kingdom
University of Surrey, Centre for Vision, Speech and Signal Processing (CVSSP), UK, United Kingdom

Teaching in Higher Education

Category
Host institution 		Employer
2014/01/01 - Current Associate Professor (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal
Universidade de Lisboa Faculdade de Ciências, Portugal
2004/07/19 - 2013/12/30 Assistant Professor (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
1996/03/01 - 2004/07/19 Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
1993/10/01 - 1996/03/01 Trainee Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal

Positions / Appointments

Category
Host institution 		Employer
2022/09/01 - Current Organic Unit President Universidade de Lisboa Faculdade de Ciências, Portugal
Universidade de Lisboa Faculdade de Ciências, Portugal

Others

Category
Host institution 		Employer
2015/06/01 - 2017/12/31 Research Group Lider Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
Projects

Contract

Designation Funders
2020/10/01 - 2024/09/30 SATO - Self Assessment Towards Optimization of Building Energy
H2020 - 957128
Researcher
Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
 European Commission
Concluded
2021/09/01 - 2024/08/31 Smart2B - Smartness to existing Buildings
EU-H2020-101023666
Researcher
Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
 European Commission
Concluded
2018/10 - 2021/09 AWESOME - Awareness While Experiencing and Surfing On Movies th- rough Emotions
PTDC/CCI-INF/29234/2017
Researcher
Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2014/01 - 2016/06 ITACA - Innovation Technologies and Applications for Coastal Archaeo- logical sites
FP7-SPACE-2013-1-606805
Researcher
Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
 European Commission Seventh Framework Programme for Research and Technological Development Space
Concluded
2013/10 - 2015/06 CluTCh - Colaborative Three-d Construction
ADI/QREN/Ref. 22984
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Agência Nacional de Inovação SA
Concluded
2010/03 - 2013/08 Crush: Clip-art Retrieval using Sketches
108077
Provided by PTCRIS: 108077
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2010/01 - 2013/06 MIVIS Procedural Modeling of Implicit Surfaces for Visualization
104031
Provided by PTCRIS: 104031
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2010/03 - 2013/04 3DORuS: 3D Object Retrieval using Sketches
Provided by PTCRIS: 102930
102930
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2009/11 - 2011/10 ColaDI - Gest ~ao Documental Colaborativa para Design Industrial
ADI/QREN/Ref. 3400
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Agência Nacional de Inovação SA
Concluded
2009/01/01 - 2010/12/31 Advanced Techniques for Three-dimensional Shape Retrieval
411/000 CNR
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2007/11 - 2010/10 A-CSCW - Attentive CSCW
67589
Provided by PTCRIS: 67589
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2006/10 - 2009/09 SATIN: Sound And Tangible Interfaces for Novel product design
FP6- IST-5-034525
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Commission Sixth Framework Programme
Concluded
2004/09 - 2008/09 Eurotooling 21: SME-IP to prepare the European tooling industry for the 21st century
IP-505901
Researcher
Universidade de Lisboa Instituto Superior Técnico, Portugal
 European Commission Sixth Framework Programme
2005/05 - 2008/06 Augmented Decoration: Combining Augmented Reality and 3D Object Retrieval for Interior Decoration
Provided by PTCRIS: 59938
59938
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2005/04 - 2008/06 BIRD - Biographical Information for Retrieving Documents
59022
Provided by PTCRIS: 59022
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2001/12 - 2004/10 SmartSketches: A Multimodal Approach to Improve Usability in the Early Stages of Product Design
FP5-IST-2000-28169
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Commission
Concluded
2001/02 - 2004/03 Esboços Inteligentes
POSI/SRI/34672/2000
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
1992/09 - 1995/08 FAST: Financial Applications in Servicing and Training
FP3-ESPRIT3-6691
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Commission
Concluded
Outputs

Publications

Book
  1. Daniel Gonçalves; Fonseca, Manuel J.; Pedro Campos. Introdução ao Design de Interfaces (3ªEd. Atualizada e Aumentada). Portugal: FCA. 2017.
  2. Fonseca, Manuel J.; Pedro Campos; Daniel Gonçalves. Introdução ao Design de Interfaces. Portugal. 2012.
  3. Lopes, R.; Cardoso, T.; Silva, N.; Fonseca, M.J.. Calligraphic shortcuts for comics creation. 2009.
    10.1007/978-3-642-02115-2_19
  4. Mendes, L; Henriques, E; Fonseca, MJ; Soares, R. DET: An application to support globalization and service providing in toolmaking companies. 2007.
    10.1007/978-0-387-49864-5_56
  5. Fonseca, M.J.; Ferreira, A.; Jorge, J.A.. Generic shape classification for retrieval. 2006.
  6. Fonseca, M.J.; Barroso, B.; Ribeiro, P.; Jorge, J.A.. Retrieving vector graphics using sketches. 2004.
  7. Fonseca, M.J.; Barroso, B.; Ribeiro, P.; Jorge, J.A.. Retrieving ClipArt Images by Content. 2004.
  8. Jorge, J.A.; Fonseca, M.J.. A simple approach to recognise geometric shapes interactively. 2000.
Book chapter
  1. Duarte, Carlos; Fonseca, Manuel J.. "Multimedia Accessibility". In Human–Computer Interaction Series, 461-475. Springer London, 2019.
    10.1007/978-1-4471-7440-0_25
  2. Fonseca, Manuel J.; Ferreira, Alfredo; Jorge, Joaquim A.. "Sketch-based Retrieval of Vector Drawings". In Sketch-based Interfaces and Modeling, 181-201. Springer London, 2011.
    10.1007/978-1-84882-812-4_7
  3. Fonseca, Manuel J.; Jorge, Joaquim A.; Gomes, Mário R.; Gonçalves, Daniel; Vala, Marco. "Conceptual Design and Prototyping to Explore Creativity". In IFIP – The International Federation for Information Processing, 203-217. Springer US, 2009.
    10.1007/978-0-387-89022-7_14
  4. Pimentel, César F.; da Fonseca, Manuel J.; Jorge, Joaquim A.. "Experimental Evaluation of a Trainable Scribble Recognizer for Calligraphic Interfaces". In Graphics Recognition Algorithms and Applications, 81-91. Springer Berlin Heidelberg, 2002.
    10.1007/3-540-45868-9_7
  5. Penz, Franz; Antunes, Pedro; Fonseca, Manuel. "Chapter 15 Feedback in computer supported cooperation systems: User interface design for a talk-like tool". In The Design of Computer Supported Cooperative Work and Groupware Systems, 241-257. Elsevier, 1996.
    10.1016/s0923-8433(96)80017-7
Conference paper
  1. Teresa Chambel; Patrícia Arriaga; Manuel J. Fonseca; Thibault Langlois; Octavian Postolache; Cláudia Ribeiro; Nuno Piçarra; Soraia M. Alarcão; Ana Jorge. "That's AWESOME: Awareness While Experiencing and Surfing On Movies through Emotions". 2023.
    10.1145/3604321.3604330
  2. Fonseca, Manuel J.. "CDRGen: A Clinical Data Registry Generator". Paper presented in International Workshop on Data Management and Analytics for Medicine and Healthcare, 2020.
  3. García Iruela, Miguel; Fonseca, Manuel J.; Hijón-Neira, Raquel; Chambel, Teresa. "What Happens When Gamification Ends?". Paper presented in International Conference on Artificial Intelligence in Education, 2020.
    10.1007/978-3-030-52240-7_18
  4. Pedro Alves; Fonseca, Manuel J.; Joao Dias Pereira; Helena Galhardas. "CDRGen: A Clinical Data Registry Generator (Formal and/or Technical Paper)". Paper presented in DMAH 2020@VLDB, 2020.
    Published
  5. García Iruela, Miguel; Fonseca, Manuel J.; Hijón Neira, Raquel; Chambel, Teresa. "Analysis of Gamification Elements. A Case Study in a Computer Science Course". Paper presented in International Conference on Artificial Intelligence in Education, 2019.
    10.1007/978-3-030-23207-8_17
  6. Figueiredo, Pedro; Fonseca, Manuel J.. "EyeLinks: A Gaze-Only Click Alternative for Heterogeneous Clickables". Paper presented in ICMI'18, 2018.
    10.1145/3242969.3243021
  7. Alarcão, Soraia M.; Pavão, Ruben; Fonseca, Manuel J.. "Where do People Look while Identifying Colors in Images". Paper presented in DMSVIVA'18, 2018.
    10.18293/seke2018-012
  8. Alarcão, Soraia M.; Fonseca, Manuel J.. "Enriching IAPS and GAPED Image Datasets with Unrestrained Emotional Data". Paper presented in DMSVIVA'18, 2018.
    10.18293/seke2018-009
  9. Soraia M. Alarcão; Fonseca, Manuel J.. "Reminiscence therapy improvement using emotional information". Paper presented in International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, 2017.
    Accepted • 10.1109/acii.2017.8273655
  10. Lages, N.F.; Caetano, B.; Fonseca, M.J.; Pereira, J.D.; Galhardas, H.; Farinha, R.. "Umedicine: A system for clinical practice support and data analysis". 2017.
    10.1007/978-3-319-67186-4_9
  11. Dias, Ricardo; Gonçalves, Daniel; Fonseca, Manuel J.. "PlaylistCreator: An Assisted Approach for Playlist Creation". Paper presented in ACM MM'16, 2016.
    10.1145/2964284.2973816
  12. James, Stuart; Fonseca, Manuel J.; Collomosse, John. "ReEnact: Sketch based Choreographic Design from Archival Dance Footage". Paper presented in ICMR'14, 2014.
    10.1145/2578726.2578766
  13. Dias, R.; Pinto, J.; Fonseca, M.J.. "Interactive visualization for music rediscovery and serendipity". Paper presented in BCS HCI'14, 2014.
    10.14236/ewic/hci2014.20
  14. Dias, R.; Cunha, R.; Fonseca, M.J.. "A user-centered music recommendation approach for daily activities". Paper presented in WT-CBRS, 2014.
  15. Dias, Ricardo; Fonseca, Manuel J.. "Improving Music Recommendation in Session-Based Collaborative Filtering by Using Temporal Context". Paper presented in ICTAI'2013, 2013.
    10.1109/ictai.2013.120
  16. Barata, Gabriel; Gama, Sandra; Fonseca, Manuel J.; Gonçalves, Daniel. "Improving student creativity with gamification and virtual worlds". Paper presented in Gamification'13, 2013.
    10.1145/2583008.2583023
  17. Martins, Pedro; Jesus, Rui; Fonseca, Manuel J.; Correia, Nuno. "Clip art retrieval combining raster and vector methods". Paper presented in CBMI'13, 2013.
    10.1109/cbmi.2013.6576549
  18. Dias, L.; Silva, N.; Cardoso, T.; Fonseca, M.J.. "Understanding city dynamics through spatio-Temporal visualization". Paper presented in UDMV'13, 2013.
    10.2312/UDMV/UDMV13/037-040
  19. Mendes, Daniel; Pascoal, Pedro; Fonseca, Manuel J.; Ferreira, Alfredo. "Combinação de técnicas de recuperação com deteção de cores para exploração de pesquisas de imagens". Paper presented in Interação 13, 2013.
  20. dos Santos, Dali F. D.; da Silva, Ilmerio R.; Guliato, D.; Fonseca, M. J.. "Combining Color and Topology for Partial Matching". Paper presented in ICTAI'2012, 2012.
    10.1109/ictai.2012.109
  21. Amante, J.C.; Fonseca, M.J.. "Fuzzy color space segmentation to identify the same dominant colors as users". Paper presented in DMS'12, 2012.
  22. Dias, Ricardo; Fonseca, Manuel J.; Gonçalves, Daniel. "Music listening history explorer". Paper presented in IUI '12, 2012.
    10.1145/2166966.2167013
  23. Dias, R.; Fonseca, M.J.; Gonçalves, D.. "Interactive exploration of music listening histories". 2012.
    10.1145/2254556.2254637
  24. Marques, N.; Dias, R.; Fonseca, M.J.. "Improving blog exploration through interactive visualization". 2012.
    10.1145/2254556.2254634
  25. Fonseca, M.J.; James, S.; Collomosse, J.. "Skeletons from sketches of dancing poses". 2012.
    10.1109/VLHCC.2012.6344537
  26. Goncalves, P.; Fonseca, M.J.. "Combining multitouch gestures and sketches to explore photo collections". 2012.
    10.1109/VLHCC.2012.6344539
  27. Fernandes, J.; Artífice, A.; Fonseca, M.J.. "Automatic estimation of the LSA dimension". Paper presented in KDIR'11, 2011.
  28. Ferreira, A.; Pascoal, P.B.; Fonseca, M.J.. "Back to MARS: The unexplored possibilities in query result visualization". Paper presented in EuroHCIR'11, 2011.
  29. Lourenço, T.; Ferreira, A.; Fonseca, M.J.. "A framework for 3D object retrieval algorithm analysis". Paper presented in 3DOR'11, 2011.
    10.2312/3DOR/3DOR11/121-124
  30. Fonseca, M.J.. "Towards user-centered retrieval algorithms". Paper presented in EuroHCIR'11, 2011.
  31. Dias, Ricardo; Fonseca, Manuel J.. "MuVis: an application for interactive exploration of large music collections". Paper presented in ACM MM'10, 2010.
    10.1145/1873951.1874145
  32. Fonseca, M.J.; Gonçalves, D.. "Sketch-a-Doc: Using sketches to find documents". Paper presented in DMS'10, 2010.
  33. Daniel Gonçalves; Pedro Teixeira; Fonseca, Manuel J.. "Interactive File Searching Using File Metadata And Visualization". 2010.
  34. Lopes, Ricardo; Cardoso, Tiago; Silva, Nelson; Fonseca, Manuel J.. "Sketch-based interaction and calligraphic tags to create comics online". Paper presented in SBIM '09, 2009.
    10.1145/1572741.1572745
  35. Lopes, R.; Fonseca, M.J.; Cardoso, T.; Silva, N.. "ReCCO: An interactive application for sketching web comics". Paper presented in DMS'09, 2009.
  36. Artífice, A.V.; Lopes, J.B.; Jorge, J.A.; Fonseca, M.J.. "An approach to predictive evaluation for users with special needs". Paper presented in TAT'09, 2009.
  37. Mota, João; Fonseca, Manuel J.; Gonçalves, Daniel; Jorge, Joaquim A.. "Agrafo: A Visual Interface for Grouping and Browsing Digital Photos". Paper presented in AVI'08, 2008.
    10.1145/1385569.1385673
  38. Sousa, P.; Fonseca, M.J.. "Sketch-based retrieval of drawings using topological proximity". Paper presented in DMS'08, 2008.
  39. Fonseca, Manuel J.; Joaquim Armando Pires Jorge; Mário Rui Gomes; Daniel Gonçalves; Marco Vala. "Fostering Creativity Through Conceptual Design". 2007.
  40. Fonseca, Manuel; Barroso, Bruno; Ribeiro, Pedro; Jorge, Joaquim. "Sketch-based retrieval of ClipArt drawings". Paper presented in AVI '04, 2004.
    10.1145/989863.989943
  41. Fonseca, M.J.; Jorge, J.A.. "Indexing high-dimensional data for content-based retrieval in large databases". Paper presented in DASFAA'03, 2003.
    10.1109/dasfaa.2003.1192391
  42. Pereria, J.P.; Fonseca, M.J.; Jorge, J.A.P.. "Handling ambiguity and errors: visual languages for calligraphic interaction". Paper presented in SIBGRAPI'01, 2001.
    10.1109/sibgrapi.2001.963071
  43. Pimentel, C.F.; da Fonseca, M.J.; Jorge, J.A.. "Experimental evaluation of a trainable scribble recognizer for calligraphic interfaces". Paper presented in Graphics Recognition Algorithms and Applications. GREC 2001, 2001.
  44. Pinto-Albuquerque, M.; Fonseca, M.J.; Jorge, J.A.. "Visual languages for sketching documents". Paper presented in VL'00, 2000.
    10.1109/vl.2000.874387
  45. Fonseca, M.J.; Jorge, J.A.. "Using fuzzy logic to recognize geometric shapes interactively". Paper presented in FUZZ-IEEE 2000, 2000.
    10.1109/fuzzy.2000.838674
  46. Fonseca, Manuel J.; Jorge, Joaquim A.. "Using fuzzy logic to recognize geometric shapes interactively". Paper presented in IEEE International Conference on Fuzzy Systems, 2000.
Conference poster
  1. Chambel, Teresa; Arriaga, Patrícia; Fonseca, Manuel J.; Langlois, Thibault; Octavian Postolache; Cláudia Ribeiro; Piçarra, Nuno; Soraia M. Alarcão; João Oliveira. Corresponding author: Chambel, Teresa. "AWESOME: Awareness While Experiencing and Surfing On Movies through Emotions". Paper presented in Encontro com a Ciência e a Tecnologia em Portugal, FCT, 2021.
Journal article
  1. Afonso, Ana Paula; Fonseca, Manuel J.; Cardoso, Joana; Vázquez, Beltrán. "Towards an automated approach for understanding problematic gaming". Frontiers in Sports and Active Living 6 (2024): https://doi.org/10.3389/fspor.2024.1407848.
    10.3389/fspor.2024.1407848
  2. João L. M. Pereira; Manuel J. Fonseca; Antónia Lopes; Helena Galhardas. "Cleenex: Support for User Involvement during an Iterative Data Cleaning Process". Journal of Data and Information Quality (2024): https://doi.org/10.1145/3648476.
    10.1145/3648476
  3. João Oliveira; Soraia M. Alarcão; Teresa Chambel; Manuel J. Fonseca. "metaFERA: a meta-framework for creating emotion recognition frameworks for physiological signals". Multimedia Tools and Applications (2024): https://doi.org/10.1007/s11042-023-15249-5.
    10.1007/s11042-023-15249-5
  4. Soraia M. Alarcão; Vânia Mendonça; Cláudia Sevivas; Carolina Maruta; Manuel J. Fonseca. "Annotate Smarter, Not Harder: Using Active Learning to Reduce Emotional Annotation Effort". IEEE Transactions on Affective Computing (2023): https://doi.org/10.1109/TAFFC.2023.3329563.
    10.1109/TAFFC.2023.3329563
  5. Alarcão, Soraia M.; Mendonça, Vânia; Maruta, Carolina; Fonseca, Manuel J.. Corresponding author: Alarcão, Soraia M.. "ExpertosLF: dynamic late fusion of CBIR systems using online learning with relevance feedback". Multimedia Tools and Applications 82 8 (2023): 11619-11661. http://dx.doi.org/10.1007/s11042-022-13119-0.
    Published • 10.1007/s11042-022-13119-0
  6. Galvão, Filipe; Alarcão, Soraia M.; Fonseca, Manuel J.. "Predicting Exact Valence and Arousal Values from EEG". Sensors 21 10 (2021): 3414. http://dx.doi.org/10.3390/s21103414.
    10.3390/s21103414
  7. Miguel Garcia-Iruela; Manuel J. Fonseca; Raquel Hijon-Neira; Teresa Chambel. "Gamification and Computer Science Students’ Activity". IEEE Access (2020): 1-1. https://doi.org/10.1109/ACCESS.2020.2997038.
    10.1109/ACCESS.2020.2997038
  8. Patrícia Arriaga; Joana Alexandre; Octavian Postolache; Manuel J. Fonseca; Thibault Langlois; Teresa Chambel. "Why Do We Watch? The Role of Emotion Gratifications and Individual Differences in Predicting Rewatchability and Movie Recommendation". Behavioral Sciences 10 1 (2019): 8-8. https://doi.org/10.3390/bs10010008.
    10.3390/bs10010008
  9. Alarcao, Soraia M.; Fonseca, Manuel J.. "Emotions Recognition Using EEG Signals: A Survey". IEEE Transactions on Affective Computing 10 3 (2019): 374-393. http://dx.doi.org/10.1109/taffc.2017.2714671.
    10.1109/taffc.2017.2714671
  10. Alarcão, Soraia M.; Fonseca, Manuel J.. "Enriching Image Datasets with Unrestrained Emotional Data: A Study with Users". Journal of Visual Languages and Sentient Systems 4 1 (2018): 47-55. http://dx.doi.org/10.18293/vlss2018-033.
    10.18293/vlss2018-033
  11. Alarcão, Soraia M.; Pavão, Ruben; Fonseca, Manuel J.. "Dominant Colors as Image Content Descriptors: A Study with Users". Journal of Visual Languages and Sentient Systems 4 1 (2018): 38-46. http://dx.doi.org/10.18293/vlss2018-034.
    10.18293/vlss2018-034
  12. Alarcão, S.M.; Fonseca, M.J.. "Identifying emotions in images from valence and arousal ratings". Multimedia Tools and Applications 77 13 (2018): 17413-17435. http://www.scopus.com/inward/record.url?eid=2-s2.0-85037686131&partnerID=MN8TOARS.
    10.1007/s11042-017-5311-8
  13. Dias, R.; Gonçalves, D.; Fonseca, M.J.. "From manual to assisted playlist creation: a survey". Multimedia Tools and Applications 76 12 (2017): 14375-14403. http://www.scopus.com/inward/record.url?eid=2-s2.0-84982293361&partnerID=MN8TOARS.
    10.1007/s11042-016-3836-x
  14. Dias, R.; Fonseca, M.J.; Silva, N.; Cardoso, T.. "EnContRA: a generic multimedia information retrieval meta-framework". Multimedia Tools and Applications 74 11 (2015): 3691-3713. http://www.scopus.com/inward/record.url?eid=2-s2.0-84929843525&partnerID=MN8TOARS.
    10.1007/s11042-013-1794-0
  15. Li, B.; Lu, Y.; Godil, A.; Schreck, T.; Bustos, B.; Ferreira, A.; Furuya, T.; et al. "A comparison of methods for sketch-based 3D shape retrieval". Computer Vision and Image Understanding 119 (2014): 57-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-84891588482&partnerID=MN8TOARS.
    10.1016/j.cviu.2013.11.008
  16. Sousa, P.; Fonseca, M.J.. "Sketch-based retrieval of drawings using spatial proximity". Journal of Visual Languages and Computing 21 2 (2010): 69-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949288103&partnerID=MN8TOARS.
    10.1016/j.jvlc.2009.12.001
  17. de Araújo, B.R.; Guerreiro, T.; Fonseca, M.J.; Jorge, J.A.; Pereira, J.M.; Bordegoni, M.; Ferrise, F.; Covarrubias, M.; Antolini, M.. "An haptic-based immersive environment for shape analysis and modelling". Journal of Real-Time Image Processing 5 2 (2010): 73-90. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953539994&partnerID=MN8TOARS.
    10.1007/s11554-009-0139-8
  18. Ferreira, A.; Marini, S.; Attene, M.; Fonseca, M.J.; Spagnuolo, M.; Jorge, J.A.; Falcidieno, B.. "Thesaurus-based 3D object retrieval with part-in-whole matching". International Journal of Computer Vision 89 2-3 (2010): 327-347. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953285232&partnerID=MN8TOARS.
    10.1007/s11263-009-0257-6
  19. Fonseca, M.J.; Ferreira, A.; Jorge, J.A.. "Sketch-based retrieval of complex drawings using hierarchical topology and geometry". CAD Computer Aided Design 41 12 (2009): 1067-1081. http://www.scopus.com/inward/record.url?eid=2-s2.0-71649102778&partnerID=MN8TOARS.
    10.1016/j.cad.2009.09.004
  20. Sousa, P.; Fonseca, M.J.. "Geometric matching for clip-art drawing retrieval". Journal of Visual Communication and Image Representation 20 2 (2009): 71-83. http://www.scopus.com/inward/record.url?eid=2-s2.0-60649113645&partnerID=MN8TOARS.
    10.1016/j.jvcir.2008.11.005
  21. Fonseca, M.J.; Ferreira, A.; Jorge, J.A.. "Content-based retrieval of technical drawings". International Journal of Computer Applications in Technology 23 2-4 (2005): 86-100. http://www.scopus.com/inward/record.url?eid=2-s2.0-15844400506&partnerID=MN8TOARS.
    10.1504/IJCAT.2005.006467
  22. Fonseca, M.J.; Jorge, J.A.. "Towards content-based retrieval of technical drawings through high-dimensional indexing". Computers and Graphics (Pergamon) 27 1 (2003): 61-69. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037308070&partnerID=MN8TOARS.
    10.1016/S0097-8493(02)00244-3
  23. Fonseca, M.J.; Jorge, J.A.. "Experimental evaluation of an on-line scribble recognizer". Pattern Recognition Letters 22 12 (2001): 1311-1319. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034873337&partnerID=MN8TOARS.
    10.1016/S0167-8655(01)00076-9
Magazine article
  1. Fonseca, Manuel J.; Henriques, Elsa; Ferreira, Alfredo; Jorge, Joaquim A.; Soares, Rui. "Assisting Mould Quotation Through Retrieval Of Similar Data", 2007
    10.1007/978-0-387-49864-5_62
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/09 - 2025/03 A Comparative Analysis of the Effectiveness of Contrastive Learning for P300 Classification
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2023/09 - 2025/02 Full-Stack Application for Controlling and Directing Virtual Reality Experiences
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2023/09 - 2024/12 GDHelper: Tools to Help the Diagnosis of Gaming Disorder
Co-supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2022/09 - 2023/12 Usabiliphy: Criação e Validação de um Dataset Para Estudar a Relação Entre a Usabilidade Percebida e Sinais Fisiológicos
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2022/09 - 2023/12 Exploring the combination of motion and EDA data to improve emotion recognition
Co-supervisor
 Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2022/09 - 2023/12 Use of Telemetry Data and Emotion Analysis to complement the analysis of Problematic Gaming Behaviors
Co-supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09 - 2023/01 KeepsakeBox: Insertion and Validation of Images in the Platform
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09 - 2023/01 KeepsakeBox: Aplicação para a Criação e Realização de Atividades de Reminiscência
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09 - 2023/01 SatoUI: User Interfaces for SATO Platform and Services
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09 - 2023/01 Nomeia.Me - Plataforma Online de Nomeação de Árbitros de Voleibol
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09 - 2023/01 KeepsakeBox: visualização do histórico de sessões de terapia de reminiscência
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2015/10 - 2022/12 An Affective Computing and Image-Retrieval Approach to Support Diversified and Emotion-Aware Reminiscence Therapy Sessions
Supervisor
 Informática (PhD)
Universidade de Lisboa Faculdade de Ciências, Portugal
2019/09 - 2022/03 RTPatient - Platform for Managing Reminiscence Therapy Sessions and Patients
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2020/09 - 2022/02 Emovideo: Automatic Prediction of Emotional Responses to Videos Using its Cinematic Features
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2020/09 - 2022/01 Identifying Areas of Emotional Interest in Images Through Content Tags and Eye Gaze: A Study With Users
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2020/09 - 2022/01 KeepsakeBox: Caregivers Platform for Supporting Reminiscence Therapy
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2019/09 - 2021/01 Aplicação para Terapia da Reminiscência
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2019/09 - 2020/06 Experiência de Utilização Num Portal de Serviços Empresarial
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2018/04 - 2020/06 EmoEEG: Recognising people's emotions using electroencephalography
Supervisor
Universidade de Lisboa Faculdade de Ciências, Portugal
2018/09 - 2019/10 CDRGen: A Clinical Data Registry Generator
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018/09 - 2019/09 EmoStatus - Estimating the emotional state of people using electrodermal activity
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018/09 - 2019/09 Plasticine - Plataforma de suporte a terapeutas e familiares de crianças com necessidades especiais
Supervisor
 Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2017/07 - 2018/10 A Methodology for the Construction of Medical Predictive Models
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017/09 - 2018/09 Level Up: Um jogo móvel para aprender matemática
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2017/09 - 2018/09 A comparison between geometric properties and central moments to detect P300 waves
Supervisor
 Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2016/09 - 2017/09 Eyelinks - Nevegar em páginas web usando apenas o olhar
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2016/09 - 2017/06 Umedicine: A System for Clinical Practice Support and Data Analysis
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09 - 2017/06 Umedicine: Medical Data Visualization Modul
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011 - 2016/10 Studying the Effects of an Assisted Approach for Playlist Creation
Supervisor
 Engenharia Informática e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09 - 2016/09 Eyecolors: identificação da cor dominante em fotografias
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2014/09 - 2016/05 BCI-Based Spatial Navigation Control: A Comparison Study
Supervisor
 Engenharia Biomédica e Biofísica (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2013/09 - 2015/06 Memento - Sumarização Interativa de Coleções de Fotografias
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2015/06 Tux - Testing UX between Web Frameworks
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2014/10 EmoPhoto - Identification of Emotions in Photos
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2014/10 SketchHouse - Interface caligráfica para criar plantas e atribuir propriedades térmicas
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2014/10 mCALI: Reconhecedor de esboços multiuso
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/04 - 2014/06 BACH - Exploração de colecções musicais usando o histórico de audição
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/04 - 2014/06 RISCOS - Recuperação de Imagens usando Esboços
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09 - 2014/06 Improvise - Criação de playlists tendo em conta a actividade do utilizador
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09 - 2014/06 Combining multitouch gestures and sketches to explore photo collections
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2005 - 2013 +22 More MSc thesis from 2005 to 2013
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2005 - 2009/07 A Thesaurus-based Approach to 3d Shape Retrieval
Supervisor
 Engenharia Informática e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal

Association member

Society Organization name Role
2000 - Current Institute of Electrical and Electronic Engineers (IEEE) Senior Member
1999 - Current Association for Computing Machinery (ACM) Senior Member

Conference scientific committee

Conference name Conference host
2004 - Current Member of the Program Committee of 45+ International Conferences
2004 - Current Reviewer for 40+ International Conferences

Journal scientific committee

Journal title (ISSN) Publisher
2004 - Current Reviewer of 60+ papers for International Journals
Distinctions

Award

2010 Best Junior researcher of INESC-ID during 2009
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Other distinction

2021 The IEEE Transactions on Affective Computing 2021 Most Cited Paper Award
2021 Editor's Choice Article, Sensors Journal
2018 Best Paper at the 24th Int. DMS Conf. on Visualization and Visual Languages (DMSVIVA'18)
2000 Young Researcher award (EPCG'2000)