21
TITLE: Pointwise reliability metrics for machine learning model predictions: three different approaches
AUTHORS: Jose Sousa; Simao Paredes; Jorge Henriques ; Lino Goncalves; Teresa Rocha;
PUBLISHED: 2024, SOURCE: 24th IEEE International Conference on Data Mining Workshops, ICDMW 2024 in IEEE International Conference on Data Mining Workshops, ICDMW
INDEXED IN: Scopus
22
TITLE: Pointwise Reliability of Machine Learning Models: Application to Cardiovascular Risk Assessment
AUTHORS: Henriques, Jorge ; Rocha, Teresa ; Paredes, Simao ; Paulo Gil; Loureiro, Joao; Petrella, Lorena;
PUBLISHED: 2024, SOURCE: 9th European Medical and Biological Engineering Conference (EMBEC) in 9TH EUROPEAN MEDICAL AND BIOLOGICAL ENGINEERING CONFERENCE, VOL 2, EMBEC 2024, VOLUME: 113
INDEXED IN: Scopus WOS CrossRef: 2
23
TITLE: Predictive Modeling of Blood Pressure Progression
AUTHORS: Saraiva, R; Carvalho, P; Henriques, J ; Simões, M;
PUBLISHED: 2024, SOURCE: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
INDEXED IN: Scopus
24
TITLE: Reliability assessment of models for risk stratification: A knowledge-based approach
AUTHORS: Zhan Zhao; Paulo Gil; Joao Loureiro; Lorena Petrella; Jorge Henriques ;
PUBLISHED: 2024, SOURCE: 24th IEEE International Conference on Data Mining Workshops, ICDMW 2024 in IEEE International Conference on Data Mining Workshops, ICDMW
INDEXED IN: Scopus
25
TITLE: Trust in Machine Learning Models: Global and Individual Assessment
AUTHORS: Simao Paredes; Teresa Rocha; Sonia Sousa; Jorge Henriques ; Jose Sousa; Lino Goncalves;
PUBLISHED: 2024, SOURCE: 24th IEEE International Conference on Data Mining Workshops, ICDMW 2024 in IEEE International Conference on Data Mining Workshops, ICDMW
INDEXED IN: Scopus
26
TITLE: Use of Digital Tools Contributing to the Digital Transition in Engineering and Data Science Courses
AUTHORS: Alberto Cardoso; Henriques, Jorge ;
PUBLISHED: 2024, SOURCE: 26th International Conference on Interactive Collaborative Learning (ICL) - Towards a Hybrid, Flexible and Socially Engaged Higher Education / 52nd IGIP International Conference on Engineering Pedagogy in TOWARDS A HYBRID, FLEXIBLE AND SOCIALLY ENGAGED HIGHER EDUCATION, VOL 1, ICL 2023, VOLUME: 899
INDEXED IN: Scopus WOS
27
TITLE: An Interpretable Analysis of Inflammation Biomarkers to Improve Cardiovascular Risk Evaluation
AUTHORS: Roseiro, M; Henriques, J ; Paredes, S; Sousa, J; Gonçalves, L;
PUBLISHED: 2023, SOURCE: 10th Congress of the Portuguese Society of Biomechanics, CNB 2023 in Lecture Notes in Bioengineering
INDEXED IN: Scopus
28
TITLE: An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment
AUTHORS: Roseiro, M.; Henriques, J. ; Paredes, S. ; Rocha, T. ; Sousa, J.;
PUBLISHED: 2023, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 230
INDEXED IN: Scopus WOS CrossRef: 19
29
TITLE: Computational methods applied to syphilis: where are we, and where are we going?
AUTHORS: Albuquerque, Gabriela; Fernandes, Felipe; Barbalho, Ingridy M. P.; Barros, Daniele M. S.; Morais, Philippi S. G.; Morais, Antonio H. F.; Santos, Marquiony M.; Galvao Lima, Leonardo J.; Sales Moioli, Ana Isabela L.; Santos, Joao Paulo Q.; Gil, Paulo; Henriques, Jorge ; Teixeira, Cesar; Lima, Thaisa Santos; Coutinho, Karilany D.; Pinto, Talita K. B.; Valentim, Ricardo A. M.;
PUBLISHED: 2023, SOURCE: FRONTIERS IN PUBLIC HEALTH, VOLUME: 11
INDEXED IN: Scopus WOS CrossRef: 6
30
TITLE: Computational Model of a Three-Phase Induction Machine: Towards the Development of a Smart Method for Fault Diagnosis
AUTHORS: Lorena Petrella; Daniel Foito; Paulo Gil; Jorge Henriques ; Alberto Cardoso;
PUBLISHED: 2023, SOURCE: 6th Experiment at International Conference, exp.at 2023 in 2023 6th Experiment@ International Conference (exp.at'23), Évora, Portugal, June 5-7, 2023
INDEXED IN: Scopus DBLP
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