Matilde Pós-de-Mina Pato

Contacts

E-mail: matilde.pato[at]gmaill.com

Professional networks

Research topics

Telemonitoring
Machine Learning
Recommender System
Data mining
Information System

Biography

Matilde Pós-de-Mina Pato (PhD in Biomedical Engineering from IST-UTL in 2010) is an Adjunct Professor at ISEL and a researcher at IBEB and LASIGE (FCUL). She has supervised and co-supervised several MSc works in Computer Science and is currently co-supervising two PhD students at FCT-NOVA in Informatics. She has co-authored dozens of papers in national and international journals and conference proceedings.

Currently, she is part of the Management Committee of the COST ACTION EUGAIN (European Network For Gender Balance in Informatics Management Committee) in WG2 (from Bachelor/Master studies to Ph.D.). She participates in European and national R&D projects with industrial partners and other universities. She participated in organising a Lecture-Style Tutorial on KDD 2021 entitled “Creating Recommender Systems Datasets in Scientific Fields”. Furthermore, she has a talk where teachers and researchers can discuss computer science topics. Currently, her research focuses on creating a Telemonitoring system for chronically ill patients and developing recommender datasets for healthcare.

Publications

Journal publications

Pedro Santos, Matilde Pato, Nuno Datia, José Sobral, Noel Leitão, Manuel Ramos Ferreira, Nuno Gomes (2023) Recommending Words Using a Bayesian Network, Electronics (Switzerland) 12(10), p. 2218, MDPI, doi:10.3390/electronics12102218

João Pedro Vitorino, José Simão, Nuno Datia, Matilde Pato (2023) IRONEDGE: Stream Processing Architecture for Edge Applications, Algorithms 16(2), p. 123, MDPI, doi:10.3390/a16020123

Nuno Gomes, Matilde Pato, André Ribeiro Lourenço, Nuno Datia (2023) A Survey on Wearable Sensors for Mental Health Monitoring, Sensors 23(3), p. 1330, MDPI, doi:10.3390/s23031330

Matilde Pato, Ricardo Eleutério, Raquel C. Conceição, Daniela M. Godinho (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

Nuno Gomes, Matilde Pato, Pedro Santos, André Lourenço, Lourenço Rodrigues (2022) Anxolotl , an Anxiety Companion App - Stress Detection, arXiv preprint arXiv:2212.14006

João Vaz, Nuno Datia, Matilde Pós-de-Mina Pato (2021) Mobilidade urbana sustentável: plataforma inteligente de monitorizaçao, Inforum-Simpósio de Informática, p. 1-12

Rui Reis, Nuno Datia, Matilde Pato (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

Vitor Santos, Nuno Datia, M. P.M. Pato (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

Vítor Santos, Nuno Datia, M.P.M. Pato (2014) Ensemble Feature Ranking Applied to Medical Data, Procedia Technology 17, p. 223-230, Elsevier, doi:10.1016/j.protcy.2014.10.232

M. P.M. Pato, N. J.G. Santos, P. Areias, E. B. Pires, M. de Carvalho, S. Pinto, D. S. Lopes (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

M. Pato, N. Datia (2011) PBL and engineering: Two sides of its implementation, SEFI Annual Conference 2011, p. 816-820

M. P.M. Pato, P. Areias (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

João A.C. Martins, M. P.M. Pato, E. B. Pires, R. M. Natal Jorge, M. Parente, T. Mascarenhas (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

W. Mieszczak, J. Kosmol (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

Conference publications

Pedro Santos, Nuno Datia, Matilde Pato, Jose Sobral (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

Joao Vaz, Nuno Datia, Matilde Pato, Joao Moura Pires (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

Marcia Barros, Francisco M. Couto, Matilde Pato, Pedro Ruas (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

Ruben Taborda, Nuno Datin, M. P.M. Pato, Joao Moura Pires (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

Vitor Cruz, João Nuno Matos, Pedro Pinho, M. P.M. Pato (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

Pedro Cardoso, Nuno Datia, M. P.M. Pato (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

Matilde Pós-de-Mina Pato, Pedro Miguel Rita da Trindade Lima (2003) Numerical Solution of Singular Nonlinear Boundary Value Problems for Shallow Membrane Caps, NACoM-2003 Extended Abstracts, p. 131

Book chapters

Nuno Datia, M. P.M. Pato, Ruben Taborda, João Moura Pires (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