???global.info.a_carregar???
Márcia Afonso Barros. Concluiu o Doutoramento em Informática em 2022/01/26 pelo Faculdade de Ciências da Universidade de Lisboa, Mestrado em Medicina Legal e Ciências Forências em 2014 pela Universidade de Coimbra Faculdade de Medicina e Licenciatura em Ciências Biomédicas em 2012 pela Universidade da Beira Interior. É Professora Auxiliar no Departamento de Informática da Faculdade de Ciências Universidade de Lisboa. Publicou 31 artigos em revistas especializadas. Orientou 1 tese de doutoramento. Orientou 12 dissertações de mestrado e co-orientou 2. Recebeu 2 prémios. Atua na área de Ciências Exatas com ênfase em Ciências da Computação e da Informação com ênfase em Bioinformática.
Read full resume ↓
Identification

Personal identification

Full name
Márcia Afonso Barros

Citation names

  • Barros, Márcia

Author identifiers

Ciência ID
1B1D-6C61-0B36
ORCID iD
0000-0002-9728-9618

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Bioinformatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2017/02 - 2022/01/26
Concluded
 Informática (Doutoramento)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
"Recommender system to support comprehensive exploration of large scale scientific datasets" (THESIS/DISSERTATION)
2014
Concluded
 Medicina Legal e Ciências Forências (Mestrado)
Universidade de Coimbra Faculdade de Medicina, Portugal
"Genética e Dependência de Drogas Lícitas, Ilícitas e Violência Doméstica: Neurotrofinas" (THESIS/DISSERTATION)
 18
2013
Concluded
 Pós-Graduação em Medicina Legal (Pós-Graduação)
Instituto Nacional de Medicina Legal e Ciências Forenses, Portugal
"n/a" (THESIS/DISSERTATION)
 17
2012
Concluded
 Ciências Biomédicas (Licenciatura)
Universidade da Beira Interior, Portugal
"n/a" (THESIS/DISSERTATION)
 14
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2022/09/01 - Current Assistant Professor (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal
2021/09/01 - 2022/08/31 Invited Assistant Professor (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal

Others

Category
Host institution 		Employer
2016/03/02 - 2017/03/31 Investigadora com atribuição de bolsa de investigação Ciêntífica: projeto "GENIUS - Gaia European Network for Improved data User Services" - visualização de dados de larga escala Universidade de Lisboa Faculdade de Ciências, Portugal
2015/10/01 - 2016/02/01 Investigadora em bioinformática Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal
2013/01/01 - 2013/07/01 Estágio Voluntário - Aprendizagem de técnicas de extração de DNA a partir de sangue periférico. Estudos genéticos de doenças complexas. Instituto Nacional de Medicina Legal e Ciências Forenses, Portugal
2011/10/01 - 2012/07/01 Estágio Voluntário - Cultura de Células e electrospinning Universidade da Beira Interior Centro de Investigação em Ciências da Saúde, Portugal
Projects

Grant

Designation Funders
2024/02/01 - Current Hybrid Recommender System for Protein-ligand interaction prediction
2023.03164.BD
Supervisor
2017/09 - 2021/08 Recommender system to support comprehensive exploration of large scale scientific datasets, based on overrepresentation analysis and Linked Data
SFRH/BD/128840/2017
PhD Student Fellow
Universidade de Lisboa Faculdade de Ciências, Portugal
Concluded

Contract

Designation Funders
2025/02/01 - Current Recommender system for biological control agents against plant pathogens
2023.14580.PEX
Principal investigator
Fundação para a Ciência e a Tecnologia
Ongoing
2024/01 - Current SPACIOUS: Science PlAtform Cloud Infrastructure for Outsize Usage Scenarios
HORIZON-CL4-2023-SPACE-01 project funded under grant agreement no. 101135205.
Researcher
Ongoing

Other

Designation Funders
2018/01/01 - Current DeST: Deep Semantic Tagger
PTDC/CCI-BIO/28685/2017
Researcher
Ongoing
Outputs

Publications

Book chapter
  1. Márcia Barros; André Moitinho; Francisco M. Couto. "Hybrid Semantic Recommender System for Chemical Compounds". 94-101. Springer International Publishing, 2020.
    10.1007/978-3-030-45442-5_12
  2. Barros, Márcia. "Knowledge representation and management: a linked data perspective". In Yearbook of medical informatics, 178-183. Georg Thieme Verlag KG, 2016.
    Published
Conference paper
  1. Barros, Marcia Afonso; Lamurias, Andre; Sousa, Diana; Ruas, Pedro; Couto, Francisco M.. "COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities". 2020.
    10.18653/v1/2020.nlpcovid19-2.20
  2. Colaço, Fábio; Barros, Márcia; Couto, Francisco M.. "DRecPy: A Python Framework for Developing Deep Learning-Based Recommenders". 2020.
    10.1145/3383313.3418483
  3. Barros, Marcia; Lamúrias, André; Figueiró, Gonçalo; Antunes, Marta; Teixeira, Joana; Pinheiro, Alexandre; Couto, Francisco M.. "ULISBOA at SemEval-2016 Task 12: Extraction of temporal expressions, clinical events and relations using IBEnt". 2016.
    10.18653/v1/s16-1196
Journal article
  1. Matilde Pato; Márcia Barros; Francisco M. Couto. "Survey on Recommender Systems for Biomedical Items in Life and Health Sciences". ACM Computing Surveys (2024): http://dx.doi.org/10.1145/3639047.
    10.1145/3639047
  2. Schultheis, M.; Zhao, H.; Zwitter, T.; Bailer-Jones, C. A. L.; Carballo, R.; Sordo, R.; Drimmel, R.; et al. "Gaia Focused Product Release: Spatial distribution of two diffuse interstellar bands". Astronomy & Astrophysics 680 (2023): A38. http://dx.doi.org/10.1051/0004-6361/202347103.
    10.1051/0004-6361/202347103
  3. David, P.; Mignard, F.; Hestroffer, D.; Tanga, P.; Spoto, F.; Berthier, J.; Pauwels, T.; et al. "Gaia Focused Product Release: Asteroid orbital solution". Astronomy & Astrophysics 680 (2023): A37. http://dx.doi.org/10.1051/0004-6361/202347270.
    10.1051/0004-6361/202347270
  4. Trabucchi, M.; Mowlavi, N.; Lebzelter, T.; Lecoeur-Taibi, I.; Audard, M.; Eyer, L.; García-Lario, P.; et al. "Gaia Focused Product Release: Radial velocity time series of long-period variables". Astronomy & Astrophysics 680 (2023): A36. http://dx.doi.org/10.1051/0004-6361/202347287.
    10.1051/0004-6361/202347287
  5. Weingrill, K.; Mints, A.; Castañeda, J.; Kostrzewa-Rutkowska, Z.; Davidson, M.; De Angeli, F.; Hernández, J.; et al. "Gaia Focused Product Release: Sources from Service Interface Function image analysis". Astronomy & Astrophysics 680 (2023): A35. http://dx.doi.org/10.1051/0004-6361/202347203.
    10.1051/0004-6361/202347203
  6. Vallenari, A.; Brown, A. G. A.; Prusti, T.; de Bruijne, J. H. J.; Arenou, F.; Babusiaux, C.; Biermann, M.; et al. "GaiaData Release 3 Summary of the content and survey properties". Astronomy & Astrophysics 674 (2023): A1. http://dx.doi.org/10.1051/0004-6361/202243940.
    10.1051/0004-6361/202243940
  7. Marcia Barros; André Moitinho; Francisco M. Couto. "SeEn: Sequential enriched datasets for sequence-aware recommendations". Scientific Data (2022): https://doi.org/10.1038/s41597-022-01598-7.
    10.1038/s41597-022-01598-7
  8. Marcia Barros; Andre Moitinho; Francisco M. Couto. "Hybrid semantic recommender system for chemical compounds in large-scale datasets". Journal of Cheminformatics (2021): https://doi.org/10.1186/s13321-021-00495-2.
    10.1186/s13321-021-00495-2
  9. Luri, X.; Chemin, L.; Clementini, G.; Delgado, H.E.; McMillan, P.J.; Romero-Gómez, M.; Balbinot, E.; et al. "Gaia Early Data Release 3: Structure and properties of the Magellanic Clouds". Astronomy and Astrophysics 649 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85102953147&partnerID=MN8TOARS.
    10.1051/0004-6361/202039588
  10. Klioner, S.A.; Mignard, F.; Lindegren, L.; Bastian, U.; McMillan, P.J.; Hernández, J.; Hobbs, D.; et al. "Gaia Early Data Release 3: Acceleration of the Solar System from Gaia astrometry". Astronomy and Astrophysics 649 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85104986773&partnerID=MN8TOARS.
    10.1051/0004-6361/202039734
  11. Brown, A.G.A.; Vallenari, A.; Prusti, T.; De Bruijne, J.H.J.; Babusiaux, C.; Biermann, M.; Creevey, O.L.; et al. "Gaia Early Data Release 3: Summary of the contents and survey properties". Astronomy and Astrophysics 649 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85104975317&partnerID=MN8TOARS.
    10.1051/0004-6361/202039657
  12. Antoja, T.; McMillan, P.J.; Kordopatis, G.; Ramos, P.; Helmi, A.; Balbinot, E.; Cantat-Gaudin, T.; et al. "Gaia Early Data Release 3: The Galactic anticentre". Astronomy and Astrophysics 649 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85104991122&partnerID=MN8TOARS.
    10.1051/0004-6361/202039714
  13. Smart, R.L.; Sarro, L.M.; Rybizki, J.; Reylé, C.; Robin, A.C.; Hambly, N.C.; Abbas, U.; et al. "Gaia Early Data Release 3: The Gaia Catalogue of Nearby Stars". Astronomy and Astrophysics 649 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85104962488&partnerID=MN8TOARS.
    10.1051/0004-6361/202039498
  14. Brown, A.G.A.; Vallenari, A.; Prusti, T.; De Bruijne, J.H.J.; Babusiaux, C.; Biermann, M.; Creevey, O.L.; et al. "Erratum: Gaia Early Data Release 3: Summary of the contents and survey properties (Astronomy and Astrophysics DOI: 10.1051/0004-6361/202039657)". Astronomy and Astrophysics 650 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85108250115&partnerID=MN8TOARS.
    10.1051/0004-6361/202039657e
  15. Helmi, A.; Van Leeuwen, F.; McMillan, P.J.; Massari, D.; Antoja, T.; Robin, A.C.; Lindegren, L.; et al. "Erratum: Gaia Data Release 2: Kinematics of globular clusters and dwarf galaxies around the Milky Way (A&A (2018) 616 (A12) DOI: 10.1051/0004-6361/201832698)". Astronomy and Astrophysics 637 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85093982284&partnerID=MN8TOARS.
    10.1051/0004-6361/201832698e
  16. Helmi, A.; Van Leeuwen, F.; McMillan, P.J.; Massari, D.; Antoja, T.; Robin, A.C.; Lindegren, L.; et al. "Erratum: Gaia Data Release 2: The kinematics of globular clusters and dwarf galaxies around the Milky Way (Astronomy and Astrophysics (2018) 616 (A12) DOI: 10.1051/0004-6361/201832698)". Astronomy and Astrophysics 642 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85096758209&partnerID=MN8TOARS.
    10.1051/0004-6361/202039217
  17. Eyer, L.; Rimoldini, L.; Audard, M.; Anderson, R. I.; Nienartowicz, K.; Glass, F.; Marchal, O.; et al. "Gaia Data Release 2 Variable stars in the colour-absolute magnitude diagram". Astronomy & Astrophysics 623 (2019): A110. http://dx.doi.org/10.1051/0004-6361/201833304.
    10.1051/0004-6361/201833304
  18. Marcia Barros; Andre Moitinho; Francisco M. Couto. "Using Research Literature to Generate Datasets of Implicit Feedback for Recommending Scientific Items". IEEE Access 7 (2019): 176668-176680. https://doi.org/10.1109/ACCESS.2019.2958002.
    10.1109/ACCESS.2019.2958002
  19. Babusiaux, C.; van Leeuwen, F.; Barstow, M. A.; Jordi, C.; Vallenari, A.; Bossini, D.; Bressan, A.; et al. "Gaia Data Release 2-Observational Hertzsprung-Russell diagrams". Astronomy & Astrophysics 616 (2018): A10. http://dx.doi.org/10.1051/0004-6361/201832843.
    10.1051/0004-6361/201832843
  20. Helmi, A.; van Leeuwen, F.; McMillan, P. J.; Massari, D.; Antoja, T.; Robin, A. C.; Lindegren, L.; et al. "Gaia Data Release 2 Kinematics of globular clusters and dwarf galaxies around the Milky Way". Astronomy & Astrophysics 616 (2018): A12. http://dx.doi.org/10.1051/0004-6361/201832698.
    10.1051/0004-6361/201832698
  21. Katz, D.; Antoja, T.; Romero-Gómez, M.; Drimmel, R.; Reylé, C.; Seabroke, G. M.; Soubiran, C.; et al. "Gaia Data Release 2 Mapping the Milky Way disc kinematics". Astronomy & Astrophysics 616 (2018): A11. http://dx.doi.org/10.1051/0004-6361/201832865.
    10.1051/0004-6361/201832865
  22. Spoto, F.; Tanga, P.; Mignard, F.; Berthier, J.; Carry, B.; Cellino, A.; Dell’Oro, A.; et al. "Gaia Data Release 2 Observations of solar system objects". Astronomy & Astrophysics 616 (2018): A13. http://dx.doi.org/10.1051/0004-6361/201832900.
    10.1051/0004-6361/201832900
  23. Mignard, F.; Klioner, S.A.; Lindegren, L.; Hernández, J.; Bastian, U.; Bombrun, A.; Hobbs, D.; et al. "Gaia Data Release 2: The celestial reference frame (Gaia -CRF2)". Astronomy and Astrophysics 616 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85051866064&partnerID=MN8TOARS.
    10.1051/0004-6361/201832916
  24. Brown, A.G.A.; Vallenari, A.; Prusti, T.; De Bruijne, J.H.J.; Babusiaux, C.; Bailer-Jones, C.A.L.; Biermann, M.; et al. "Summary of the contents and survey properties". Astronomy and Astrophysics 616 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85050262252&partnerID=MN8TOARS.
    10.1051/0004-6361/201833051
  25. Clementini, G.; Eyer, L.; Ripepi, V.; Marconi, M.; Muraveva, T.; Garofalo, A.; Sarro, L. M.; et al. "GaiaData Release 1 Testing parallaxes with local Cepheids and RR Lyrae stars". Astronomy & Astrophysics 605 (2017): A79. http://dx.doi.org/10.1051/0004-6361/201629925.
    10.1051/0004-6361/201629925
  26. Moitinho, A.; Krone-Martins, A.; Savietto, H.; Barros, M.; Barata, C.; Falcão, A. J.; Fernandes, T.; et al. "Gaia Data Release 1 The archive visualisation service". Astronomy & Astrophysics 605 (2017): A52. http://dx.doi.org/10.1051/0004-6361/201731059.
    10.1051/0004-6361/201731059
  27. Arenou, F.; Luri, X.; Babusiaux, C.; Fabricius, C.; Helmi, A.; Robin, A. C.; Vallenari, A.; et al. "GaiaData Release 1 Catalogue validation". Astronomy & Astrophysics 599 (2017): A50. http://dx.doi.org/10.1051/0004-6361/201629895.
    10.1051/0004-6361/201629895
  28. Van Leeuwen, F.; Vallenari, A.; Jordi, C.; Lindegren, L.; Bastian, U.; Prusti, T.; De Bruijne, J.H.J.; et al. "Gaia Data Release 1: Open cluster astrometry: Performance, limitations, and future prospects". Astronomy and Astrophysics 601 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85018580814&partnerID=MN8TOARS.
    10.1051/0004-6361/201730552
  29. Prusti, T.; de Bruijne, J. H. J.; Brown, A. G. A.; Vallenari, A.; Babusiaux, C.; Bailer-Jones, C. A. L.; Bastian, U.; et al. "TheGaiamission". Astronomy & Astrophysics 595 (2016): A1. http://dx.doi.org/10.1051/0004-6361/201629272.
    10.1051/0004-6361/201629272
  30. Brown, A. G. A.; Vallenari, A.; Prusti, T.; de Bruijne, J. H.J.; Mignard, F.; Drimmel, R.; Babusiaux, C.; et al. "GaiaData Release 1". Astronomy & Astrophysics 595 (2016): A2. http://dx.doi.org/10.1051/0004-6361/201629512.
    10.1051/0004-6361/201629512
  31. Barros, M.; Couto, F.M.. "Knowledge Representation and Management: a Linked Data Perspective". Yearbook of medical informatics 1 (2016): 178-183. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021280732&partnerID=MN8TOARS.
    10.15265/iy-2016-022
Newspaper article
  1. "COVID-19 recommender system based on an annotated multilingual corpus", Genomics & Informatics, 2021, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510867/.
    10.5808/gi.21008
Preprint
  1. Márcia Barros; André Moitinho; Francisco M. Couto. "Hybrid Semantic Recommender System for Chemical Compounds in Large-Scale Datasets". 2020. https://doi.org/10.21203/rs.3.rs-71597/v3.
    10.21203/rs.3.rs-71597/v3
  2. Márcia Barros; André Moitinho; Francisco M. Couto. "Hybrid Semantic Recommender System for Chemical Compounds in Large-Scale Datasets". 2020. https://doi.org/10.21203/rs.3.rs-71597/v1.
    10.21203/rs.3.rs-71597/v1
  3. Márcia Barros; André Moitinho; Francisco M. Couto. "Hybrid Semantic Recommender System for Chemical Compounds in Large-Scale Datasets". 2020. https://doi.org/10.21203/rs.3.rs-71597/v2.
    10.21203/rs.3.rs-71597/v2

Other

Other output
  1. Gaia Early Data Release 3: The celestial reference frame (Gaia-CRF3). 2022. Klioner, S.A.; Lindegren, L.; Mignard, F.; Hernández, J.; Ramos-Lerate, M.; Bastian, U.; Biermann, M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85131711604&partnerID=MN8TOARS.
    10.48550/arXiv.2204.12574
  2. Gaia early data release 3: The galactic anticentre. 2021. Antoja, T.; McMillan, P.J.; Kordopatis, G.; Ramos, P.; Helmi, A.; Balbinot, E.; Cantat-Gaudin, T.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85106764617&partnerID=MN8TOARS.
  3. Gaia early data release 3 summary of the contents and survey properties. 2020. Brown, A.G.A.; Vallenari, A.; Prusti, T.; de Bruijne, J.H.J.; Babusiaux, C.; Biermann, M.; Creevey, O.L.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85111218331&partnerID=MN8TOARS.
  4. Hybrid Semantic Recommender System for Chemical Compounds?. 2020. Barros, M.; Moitinho, A.; Couto, F.M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094730976&partnerID=MN8TOARS.
  5. Gaia early data release 3 acceleration of the solar system from Gaia astrometry. 2020. Klioner, S.A.; Mignard, F.; Lindegren, L.; Bastian, U.; McMillan Hernández, P.J.; Hobbs, D.; Ramos-Lerate, M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85107411818&partnerID=MN8TOARS.
  6. Gaia early data release 3: Structure and properties of the Magellanic Clouds. 2020. Luri, X.; Chemin, L.; Clementini, G.; Delgado, H.E.; McMillan, P.J.; Romero-Gómez, M.; Balbinot, E.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85103473836&partnerID=MN8TOARS.
  7. Gaia early data release 3: The Gaia catalogue of nearby stars. 2020. Smart, R.L.; Sarro, L.M.; Rybizki, J.; Reylé, C.; Robin, A.C.; Hambly, N.C.; Abbas, U.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85101039836&partnerID=MN8TOARS.
  8. Gaia data release 2: Kinematics of globular clusters and dwarf galaxies around the milky way. 2018. Helmi, A.; van Leeuwen, F.; McMillan, P.J.; Massari, D.; Antoja, T.; Robin, A.C.; Lindegren, L.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095263054&partnerID=MN8TOARS.
  9. Gaia Data Release 2.: Observations of solar system objects. 2018. Spoto, F.; Tanga, P.; Mignard, F.; Berthier, J.; Carry, B.; Cellino, A.; Dell'Oro, A.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095076815&partnerID=MN8TOARS.
  10. Gaia Data Release 2 : The Celestial reference frame (Gaia-CRF2). 2018. Mignard, F.; Klioner, S.A.; Lindegren, L.; Hernández, J.; Bastian, U.; Bombrun, A.; Hobbs, D.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095024019&partnerID=MN8TOARS.
  11. Gaia Data Release 2: Observational Hertzsprung-Russell diagrams. 2018. Collaboration, G.; Babusiaux, C.; van Leeuwen, F.; Barstow, M.A.; Jordi, C.; Vallenari, A.; Bossini, D.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094471793&partnerID=MN8TOARS.
  12. Gaia data release 2: Mapping the Milky Way disc kinematics. 2018. Katz, D.; Antoja, T.; Romero-Gómez, M.; Drimmel, R.; Reylé, C.; Seabroke, G.M.; Soubiran, C.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095375174&partnerID=MN8TOARS.
  13. Gaia Data Release 2: Summary of the contents and survey properties. 2018. Brown, A.G.A.; Vallenari, A.; Prusti, T.; De Bruijne, J.H.J.; Babusiaux, C.; Bailer-Jones, C.A.L.; Biermann, M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095331859&partnerID=MN8TOARS.
  14. Gaia data release 1: The archive visualisation service. 2017. Moitinho, A.; Krone-Martins, A.; Savietto, H.; Barros, M.; Barata, C.; Falcao, A.J.; Fernandes, T.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095071403&partnerID=MN8TOARS.
  15. Gaia data release 1 Testing the parallaxes with local cepheids and RR lyrae stars. 2017. Clementini, G.; Eyer, L.; Ripepi, V.; Marconi, M.; Muraveva, T.; Garofalo, A.; Sarro, L.M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095365008&partnerID=MN8TOARS.
  16. Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects ?. 2017. van Leeuwen, F.; Vallenari, A.; Jordi, C.; Lindegren, L.; Bastian, U.; Prusti, T.; de Bruijne, J.H.J.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095381084&partnerID=MN8TOARS.
  17. Gaia data release 1 catalogue validation. 2017. Arenou, F.; Luri, X.; Babusiaux, C.; Fabricius, C.; Helmi, A.; Robin, A.C.; Vallenari, A.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094780885&partnerID=MN8TOARS.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/02/01 - Current Hybrid Recommender System for Protein-ligand interaction prediction
Supervisor
2023/09/01 - Current Recommender systems for recommending biomedical entities to diseases
Supervisor
2023/09/01 - Current Sequential recommendation systems for biomedical data
Supervisor
2023/09/01 - Current Personalised Image Emotion-based Recommender System
Supervisor
2023/09/01 - Current Design of a recommendation system for energy consumption optimization
Co-supervisor
2023/09/01 - Current Sistema de Recomendação de Imagem Baseado em Emoções
Supervisor
2023/09/01 - Current A framework for taking the census of star clusters in the Milky Way
Supervisor
2023/09/01 - Current Desenvolvimento de uma Plataforma de recomendação de itens científicos para recolha de métricas de avaliação online
Supervisor
2023/09/01 - Current Explainable Artificial Intelligence for Malaria Risk Factors and Outcome Prediction
Supervisor
2022/09/01 - 2024/02/26 Sistema de Recomendação para Ciências da Vida usando Deep Learning
Supervisor
2022/09/01 - 2024/02/21 Recommender Systems for Candidate Genes: An Autism Case Study
Supervisor
2022/09/01 - 2024/01/16 Deep learning and semi-supervised methods for addressing learning with unlabeled data in telco package recommendation models
Supervisor
2022/09/01 - 2024/01/05 Soluções de Aprendizagem Automática e Inteligência Artificial para Extração e Reconhecimento de Entidades em Arquivos Históricos
Supervisor
2022/09/01 - 2023/12/20 Comparative analysis of oral epithelial cells from Human and Mouse using single-cell RNA sequencing data
Co-supervisor
2022/09/01 - 2023/03/08 Usage Statistics
Supervisor
2021/12/01 - 2023/02/23 Development of a recommender system based on life and health sciences literature
Supervisor
2021/09/01 - 2022/12 Ferramentas tecnológicas inovadoras para o uso na formação
Supervisor

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/02 Sistema de BI para analisar o habitat de mamíferos em Portugal
(Thesis) Arguer
 Gonçalo Miguel Dias Neto (Master)
2024/01 IDENTIFICAÇÃO DE PERFIS DE CLIENTES BANCARIOS: UMA PERSPETIVA DE CIENCIA DE DADOS
(Thesis) Arguer
 Ema Alexandra Guilherme Mendes (Master)
2023/12 Med2Care - Recomendação de novas terapêuticas
(Thesis) Arguer
 Renato de Sousa Marcelo (Master)
2023/05 Development of machine learning tool for filtering artifacts in the identification of CNVs
(Thesis) Arguer
 José Pedro Parracha de Matos (Master)
2022/12/02 CREATION OF GENERAL TRAFFIC INDICATORS FOR THE CITY OF LISBON THROUGH THE CROSSING OF DIVERSIFIED INFORMATION
(Thesis) Arguer
 Bernardo Policarpo Gomes (Master)
2022/12 Development of tools for sentiment analysis in the Portuguese Language
(Thesis) Arguer
 Jorge Miguel da Silva Brandão Gonçalves (Master)
2022/12 Twitter Observatory: developing tools to recover and classify information for the social network Twitter
(Thesis) Arguer
 Constança Machado Aires Lobo Elias (Master)

Committee member

Activity description
Role 		Institution / Organization
2023/01 - Current Informatics department image committee: internal and external dissemination of the department
Member
2022/03 - Current Member of the Scientific Council of the LASIGE research laboratory
2022/02 - Current Member of the Council of the Informatics Department (DI, FCUL)
2016/03 - Current Member of Gaia Data Processing and Analysis Consortium

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02 - Current Information Integration and Analytic Data Processing (Mestrado)
2022/09 - Current Advanced Databases (responsible for the course) (Mestrado)
2022/02 - Current Bioinformatics (Mestrado)
2022/09 - 2023/07 Introduction to Web Technologies (Licenciatura)
2022/09 - 2023/02 Data Processing (Licenciatura)
2021/09 - 2022/02 Programming fundamentals (Mestrado)
2021/09 - 2022/02 Programming I (Licenciatura)

Other jury / evaluation

Activity description Institution / Organization
2023/03 - Current Juri the proposta de tese de doutoramento: Holistic Biomedical Knowledge Graph Integration
Distinctions

Award

2022 LASIGE Best researcher award: PhD student 2021
Universidade de Lisboa Laboratório de Sistemas Informáticos de Grande Escala, Portugal

Other distinction

2016 Grant for ICCUB School