Matilde Pós-de-Mina Pato
Contactos
E-mail: matilde.pato[at]gmaill.com
Redes profissionais
Tópicos de investigação
- Telemonitoring
- Machine Learning
- Recommender System
- Data mining
- Information System
Biografia
Matilde Pós-de-Mina Pato (Doutorada em Engenharia Biomédica pelo IST-UTL em 2010) é Professora Adjunta no ISEL e investigadora no IBEB e no LASIGE (FCUL). Orientou e co-orientou vários trabalhos de mestrado em Informática e é atualmente co-orientadora de dois alunos de doutoramento na FCT-NOVA em Informática. É coautora de dezenas de artigos em revistas e actas de conferências nacionais e internacionais.
Actualmente, faz parte do Comité de Gestão da COST ACTION EUGAIN (European Network For Gender Balance in Informatics Management Committee) no WG2 (from Bachelor/Master studies to Ph.D.). Participa em projectos europeus e nacionais de I&D com parceiros industriais e outras universidades. Participou na organização de um tutorial no KDD 2021 intitulado “Creating Recommender Systems Datasets in Scientific Fields”. Além disso, tem uma palestra onde professores e investigadores podem discutir tópicos de informática. Atualmente, a sua investigação centra-se na criação de um sistema de telemonitorização com doentes crónicos e no desenvolvimento de conjuntos de dados para aplicação em sistemas de recomendação.
Publicações
Publicações em revistas
(2023) Recommending Words Using a Bayesian Network, Electronics (Switzerland) 12(10), p. 2218, MDPI, doi:10.3390/electronics12102218
(2023) IRONEDGE: Stream Processing Architecture for Edge Applications, Algorithms 16(2), p. 123, MDPI, doi:10.3390/a16020123
(2023) A Survey on Wearable Sensors for Mental Health Monitoring, Sensors 23(3), p. 1330, MDPI, doi:10.3390/s23031330
(2023) Evaluating the Performance of Algorithms in Axillary Microwave Imaging towards Improved Breast Cancer Staging, Sensors 23(3), p. 1496, MDPI, doi:10.3390/s23031496
(2022) Anxolotl , an Anxiety Companion App - Stress Detection, arXiv preprint arXiv:2212.14006
(2021) Mobilidade urbana sustentável: plataforma inteligente de monitorizaçao, Inforum-Simpósio de Informática, p. 1-12
(2020) A primer on understanding Google Earth Engine APIs, i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers Vol 6(1), p. No 1 (2020): Volume 6, ISEL
(2014) Classification performance of data mining algorithms applied to breast cancer data, Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013, p. 307-312, CRC Press, doi:10.1201/b15810-54
(2014) Ensemble Feature Ranking Applied to Medical Data, Procedia Technology 17, p. 223-230, Elsevier, doi:10.1016/j.protcy.2014.10.232
(2011) Finite element studies of the mechanical behaviour of the diaphragm in normal and pathological cases, Computer Methods in Biomechanics and Biomedical Engineering 14(6), p. 505-513, Taylor & Francis LTD, doi:10.1080/10255842.2010.483683
(2011) PBL and engineering: Two sides of its implementation, SEFI Annual Conference 2011, p. 816-820
(2011) Finite element studies of the mechanical behaviour of the diaphragm in normal and pathological cases, Computer Methods in Biomechanics and Biomedical Engineering 14(6), p. 505-513, Taylor & Francis Group, doi:10.1080/10255842.2010.483683
(2010) Active and passive behaviors of soft tissues: Pelvic floor muscles, International Journal for Numerical Methods in Biomedical Engineering 26(6), p. 667-680, doi:10.1002/cnm.1351
(2010) Active and passive behaviors of soft tissues: Pelvic floor muscles, International Journal for Numerical Methods in Biomedical Engineering 26(6), p. 667-680, John Wiley & Sons, Ltd. Chichester, UK, doi:10.1002/cnm.1351
(2007) Finite element studies of the deformation of the pelvic floor, Annals of the New York Academy of Sciences 1101(1), p. 316-334, Blackwell Publishing Inc Malden, USA, doi:10.1196/annals.1389.019
(2007) Finite element studies of the deformation of the pelvic floor, Annals of the New York Academy of Sciences 1101(39), p. 316-334, doi:10.1196/annals.1389.019
(2006) A finite element model of orthogonal cutting, Civil-Comp Proceedings 83(3), p. 159-170, Taylor & Francis Group, doi:10.4203/ccp.83.226
Publicações em conferências
(2022) Comparing Word Embeddings through Visualisation, Proceedings of the International Conference on Information Visualisation 2022-July, p. 91-97, doi:10.1109/IV56949.2022.00024
(2022) Traffic Flow Indicator: Predicting Jams in a City, Proceedings of the International Conference on Information Visualisation 2022-July, p. 287-292, doi:10.1109/IV56949.2022.00056
(2021) Creating Recommender Systems Datasets in Scientific Fields, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, p. 4029-4030, doi:10.1145/3447548.3470805
(2020) Exploring air quality using a multiple spatial resolution dashboard-a case study in Lisbon, Proceedings of the International Conference on Information Visualisation 2020-Septe, p. 140-145, doi:10.1109/IV51561.2020.00032
(2018) UWB Antenna for Medical Image, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings, p. 1619-1620, doi:10.1109/APUSNCURSINRSM.2018.8608314
(2017) Integrated electromyography visualization with multi temporal resolution, International Symposium on Medical Information and Communication Technology, ISMICT, p. 91-95, doi:10.1109/ISMICT.2017.7891775
(2003) Numerical Solution of Singular Nonlinear Boundary Value Problems for Shallow Membrane Caps, NACoM-2003 Extended Abstracts, p. 131
Capítulos de livros
(2022) ML Approach to Predict Air Quality Using Sensor and Road Traffic Data, Studies in Computational Intelligence 1014, p. 379-401, Springer International Publishing Cham, doi:10.1007/978-3-030-93119-3_15
Dissertações/Teses
(2010) Deformation of Active and Passive Skeletal Muscles : Modeling and Simulation by the Finite Element Method, p. 1-2
(2003) Análise Numérica de Problemas de Valores de Fronteira Singulares