Artificial Intelligence for Health Care (AI4Health)
Center for Health Technology and Services Research (CINTESIS) :: Health Data and Decision Sciences & Information Technologies
AuthID: I-000-B66
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
No data about last update.
Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 1351
22 Team MembersFilters -> Year: 2025
1
TITLE: A Deep Learning Framework for Medium-Term Covariance Forecasting in Multi-Asset Portfolios
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01581
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01581
INDEXED IN: 
DBLP
DBLP2
TITLE: Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance Full Text
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
3
TITLE: DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
INDEXED IN: DBLP
DBLP4
TITLE: Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
5
TITLE: In-context learning of evolving data streams with tabular foundational models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
INDEXED IN: DBLP
DBLP6
TITLE: Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
INDEXED IN: DBLP
DBLP8
TITLE: On-device edge learning for IoT data streams: a survey
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
INDEXED IN: DBLP
DBLP9
TITLE: A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping Full Text
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Daniela Ferreira Santos ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2024, SOURCE: JOURNAL OF SLEEP RESEARCH
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Daniela Ferreira Santos ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2024, SOURCE: JOURNAL OF SLEEP RESEARCH
10
TITLE: A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
INDEXED IN: DBLP
DBLP11
TITLE: A new automated method to define clinically relevant pediatric sleep apnea phenotype Full Text
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Daniela Ferreira Santos ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Daniela Ferreira Santos ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
INDEXED IN: 
WOS 
CrossRef
WOS CrossRef12
TITLE: A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
13
TITLE: A randomized controlled trial to assess the impact of psychoeducation on the quality of life of parents with children with congenital heart defects-Quantitative component Full Text
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
14
TITLE: A Systematic Review on Long-Tailed Learning
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.00483
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.00483
INDEXED IN: 
Scopus DBLP
Scopus DBLP15
TITLE: Achieving rapid and significant results in healthcare services by using the theory of constraints
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
16
TITLE: Aequitas Flow: Streamlining Fair ML Experimentation
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
INDEXED IN: DBLP
DBLP17
TITLE: AI's effect on innovation capacity in the context of industry 5.0: a scoping review Full Text
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8, PAGES: 215
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8, PAGES: 215
18
TITLE: An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
19
TITLE: AnyMApp for Online Usability Testing: The Use-Case of Inspirers-HTN
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
INDEXED IN: Scopus CrossRef
Scopus CrossRef20
TITLE: Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
INDEXED IN: DBLP
DBLP