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: 1395
22 Team MembersFilters -> Year: 2026
1
TITLE: A Deep Learning Framework for Forecasting Medium-Term Covariance in Multiasset Portfolios Full Text
AUTHORS: Reis, Pedro; Paula Serra, Ana; Gama, Joao ;
PUBLISHED: 2026, SOURCE: JOURNAL OF FORECASTING
AUTHORS: Reis, Pedro; Paula Serra, Ana; Gama, Joao ;
PUBLISHED: 2026, SOURCE: JOURNAL OF FORECASTING
2
TITLE: A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment Full Text
AUTHORS: Gutierrez Tobal, Gonzalo C.; Gomez Pilar, Javier; Ferreira Santos, Daniela ; Pereira Rodrigues, Pedro; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto;
PUBLISHED: 2026, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 275, PAGES: 109209
AUTHORS: Gutierrez Tobal, Gonzalo C.; Gomez Pilar, Javier; Ferreira Santos, Daniela ; Pereira Rodrigues, Pedro; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto;
PUBLISHED: 2026, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 275, PAGES: 109209
3
TITLE: A survey on group fairness in federated learning: challenges, taxonomy of solutions and directions for future research Full Text
AUTHORS: Salazar, Teresa; Araujo, Helder; Cano, Alberto; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 59, ISSUE: 2
AUTHORS: Salazar, Teresa; Araujo, Helder; Cano, Alberto; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 59, ISSUE: 2
4
TITLE: A two-stage framework for early failure detection in predictive maintenance: A case study on metro trains Full Text
AUTHORS: Toribio, Luis; Veloso, Bruno ; Gama, Joao ; Zafra, Amelia;
PUBLISHED: 2026, SOURCE: NEUROCOMPUTING, VOLUME: 670, PAGES: 132506
AUTHORS: Toribio, Luis; Veloso, Bruno ; Gama, Joao ; Zafra, Amelia;
PUBLISHED: 2026, SOURCE: NEUROCOMPUTING, VOLUME: 670, PAGES: 132506
5
TITLE: Building of transformer-based RUL predictors supported by explainability techniques: Application on real industrial datasets
AUTHORS: Dinten, Ricardo; Zorrilla, Marta; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 127, PAGES: 103892
AUTHORS: Dinten, Ricardo; Zorrilla, Marta; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 127, PAGES: 103892
6
TITLE: DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2026, SOURCE: AAAI, PAGES: 24053-24060
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2026, SOURCE: AAAI, PAGES: 24053-24060
INDEXED IN: 
DBLP
DBLP7
TITLE: Enhancing Cellular Line Representation with Transformer-Based Text Embeddings for Precision Drug Repositioning
AUTHORS: Carrera, Ivan; Criollo, Jefferson; Dutra, Ines ;
PUBLISHED: 2026, SOURCE: 4th International Conference on Smart Technologies Systems and Applications-SmartTech-IC in SMART TECHNOLOGIES, SYSTEMS AND APPLICATIONS, SMARTTECH-IC 2024, PT I, VOLUME: 2392, PAGES: 435-447
AUTHORS: Carrera, Ivan; Criollo, Jefferson; Dutra, Ines ;
PUBLISHED: 2026, SOURCE: 4th International Conference on Smart Technologies Systems and Applications-SmartTech-IC in SMART TECHNOLOGIES, SYSTEMS AND APPLICATIONS, SMARTTECH-IC 2024, PT I, VOLUME: 2392, PAGES: 435-447
8
TITLE: GEPFNet: A group equivariant feature extraction with parallel fusion neural network for solar photovoltaic fault classification
AUTHORS: Guo, Jielong; Ng, Benjamin K.; Lam, Chan Tong; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 129, PAGES: 104014
AUTHORS: Guo, Jielong; Ng, Benjamin K.; Lam, Chan Tong; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 129, PAGES: 104014
9
TITLE: Interpretable rules for online failure prediction: a case study on metro do porto datasets
AUTHORS: Jakobs, Matthias; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2026, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 22, ISSUE: 1, PAGES: 59
AUTHORS: Jakobs, Matthias; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2026, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 22, ISSUE: 1, PAGES: 59
10
TITLE: LogicMix: Sample mixing data augmentation for multi-label image classification with partial labels
AUTHORS: Chong, Chak Fong; Guo, Jielong; Yang, Xu; Ke, Wei; Abreu, Pedro Henriques ; Wang, Yapeng; Im, Sio Kei;
PUBLISHED: 2026, SOURCE: PATTERN RECOGNITION, VOLUME: 171, PAGES: 112186
AUTHORS: Chong, Chak Fong; Guo, Jielong; Yang, Xu; Ke, Wei; Abreu, Pedro Henriques ; Wang, Yapeng; Im, Sio Kei;
PUBLISHED: 2026, SOURCE: PATTERN RECOGNITION, VOLUME: 171, PAGES: 112186
11
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track. European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part IX
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge; Carlos Soares; Pedro H Abreu; João Gama;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge; Carlos Soares; Pedro H Abreu; João Gama;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science
INDEXED IN: 
CrossRef
CrossRef12
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (9), VOLUME: 16021
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (9), VOLUME: 16021
INDEXED IN: DBLP
DBLP13
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track. European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part X
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz; Alípio M Jorge; Carlos Soares; Pedro H Abreu; João Gama;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz; Alípio M Jorge; Carlos Soares; Pedro H Abreu; João Gama;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science
INDEXED IN: CrossRef
CrossRef14
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part X
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz ; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (10), VOLUME: 16022
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz ; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (10), VOLUME: 16022
INDEXED IN: DBLP
DBLP15
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part I
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (1), VOLUME: 16013
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (1), VOLUME: 16013
INDEXED IN: DBLP
DBLP16
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part II
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (2), VOLUME: 16014
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (2), VOLUME: 16014
INDEXED IN: DBLP
DBLP17
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part III
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (3), VOLUME: 16015
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (3), VOLUME: 16015
INDEXED IN: DBLP
DBLP18
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (4), VOLUME: 16016
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (4), VOLUME: 16016
INDEXED IN: DBLP
DBLP19
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (5), VOLUME: 16017
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (5), VOLUME: 16017
INDEXED IN: DBLP
DBLP20
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (6), VOLUME: 16018
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (6), VOLUME: 16018
INDEXED IN: DBLP
DBLP