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
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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
21
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII
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 (7), VOLUME: 16019
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 (7), VOLUME: 16019
INDEXED IN: 
DBLP
DBLP22
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VIII
AUTHORS: Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Rita P Ribeiro ; Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (8), VOLUME: 16020
AUTHORS: Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Rita P Ribeiro ; Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (8), VOLUME: 16020
INDEXED IN: DBLP
DBLP23
TITLE: mlcpl: A python package for deep multi-label image classification with partial-labels on PyTorch Full Text
AUTHORS: Chong, Chak Fong; Yang, Xu; Wang, Yapeng; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: NEUROCOMPUTING, VOLUME: 670, PAGES: 132588
AUTHORS: Chong, Chak Fong; Yang, Xu; Wang, Yapeng; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: NEUROCOMPUTING, VOLUME: 670, PAGES: 132588
24
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning Full Text
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 37, ISSUE: 1, PAGES: 161-175
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 37, ISSUE: 1, PAGES: 161-175
25
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2026, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 37, ISSUE: 1, PAGES: 161-175
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2026, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 37, ISSUE: 1, PAGES: 161-175
INDEXED IN: DBLP
DBLP26
TITLE: A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Ferreira Santos, Daniela ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2025, SOURCE: JOURNAL OF SLEEP RESEARCH, VOLUME: 34, ISSUE: 3
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Ferreira Santos, Daniela ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2025, SOURCE: JOURNAL OF SLEEP RESEARCH, VOLUME: 34, ISSUE: 3
27
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
DBLP28
TITLE: A Label Propagation Approach for Missing Data Imputation
AUTHORS: Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam ; Henriques Abreu, Pedro ; Carolina Lorena, Ana;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 65925-65938
AUTHORS: Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam ; Henriques Abreu, Pedro ; Carolina Lorena, Ana;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 65925-65938
29
TITLE: A Risk Manager for Intrusion Tolerant Systems: Enhancing HAL 9000 With New Scoring and Data Sources Full Text
AUTHORS: Freitas, Tadeu; Novo, Carlos; Dutra, Ines ; Soares, Joao ; Correia, Manuel E. ; Shariati, Benham; Martins, Rolando ;
PUBLISHED: 2025, SOURCE: SOFTWARE-PRACTICE & EXPERIENCE, VOLUME: 55, ISSUE: 12, PAGES: 1915-1930
AUTHORS: Freitas, Tadeu; Novo, Carlos; Dutra, Ines ; Soares, Joao ; Correia, Manuel E. ; Shariati, Benham; Martins, Rolando ;
PUBLISHED: 2025, SOURCE: SOFTWARE-PRACTICE & EXPERIENCE, VOLUME: 55, ISSUE: 12, PAGES: 1915-1930
30
TITLE: A robust methodology for long-term sustainability evaluation of Machine Learning models
AUTHORS: Jorge Paz Ruza; João Gama ; Amparo Alonso Betanzos; Bertha Guijarro Berdiñas;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2511.08120
AUTHORS: Jorge Paz Ruza; João Gama ; Amparo Alonso Betanzos; Bertha Guijarro Berdiñas;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2511.08120
INDEXED IN: DBLP
DBLP31
TITLE: A Systematic Literature Review on Multi-label Data Stream Classification
AUTHORS: Freire F Oliveira; Elaine Ribeiro de Faria; João Gama ; Latifur Khan; Ricardo Cerri;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.17455
AUTHORS: Freire F Oliveira; Elaine Ribeiro de Faria; João Gama ; Latifur Khan; Ricardo Cerri;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.17455
INDEXED IN: DBLP
DBLP32
TITLE: A Systematic Review and Comparison of Calibration Techniques for UWB Localization Anchors
AUTHORS: Simoes, Sancho Amaral; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: 9th 8th International Young Engineers Forum on Electrical and Computer Engineering-YEF-ECE in 2025 9TH INTERNATIONAL YOUNG ENGINEERS FORUM ON ELECTRICAL AND COMPUTER ENGINEERING, YEF-ECE, PAGES: 192-199
AUTHORS: Simoes, Sancho Amaral; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: 9th 8th International Young Engineers Forum on Electrical and Computer Engineering-YEF-ECE in 2025 9TH INTERNATIONAL YOUNG ENGINEERS FORUM ON ELECTRICAL AND COMPUTER ENGINEERING, YEF-ECE, PAGES: 192-199
33
TITLE: A Systematic Review on Long-Tailed Learning Full Text
AUTHORS: Zhang, Chongsheng; Almpanidis, George; Fan, Gaojuan; Deng, Binquan; Zhang, Yanbo; Liu, Ji; Kamel, Aouaidjia; Soda, Paolo; Gama, Joao ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
AUTHORS: Zhang, Chongsheng; Almpanidis, George; Fan, Gaojuan; Deng, Binquan; Zhang, Yanbo; Liu, Ji; Kamel, Aouaidjia; Soda, Paolo; Gama, Joao ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
34
TITLE: Anomaly Detection and Root Cause Analysis in Cloud-Native Environments Using Large Language Models and Bayesian Networks
AUTHORS: Pedroso, Diego Frazatto; Almeida, Luis; Pulcinelli, Lucas Eduardo Gulka; Aisawa, William Akihiro Alves; Dutra, Ines ; Bruschi, Sarita Mazzini;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 77550-77564
AUTHORS: Pedroso, Diego Frazatto; Almeida, Luis; Pulcinelli, Lucas Eduardo Gulka; Aisawa, William Akihiro Alves; Dutra, Ines ; Bruschi, Sarita Mazzini;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 77550-77564
35
TITLE: Anomaly Detection in Pet Behavioural Data
AUTHORS: Silva, Ines; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 137-153
AUTHORS: Silva, Ines; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 137-153
INDEXED IN: 
Scopus 
WOS DBLP
Scopus WOS DBLP36
TITLE: Assessing Adversarial Effects of Noise in Missing Data Imputation
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412, PAGES: 200-214
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412, PAGES: 200-214
37
TITLE: Automating Data Extraction from PDF Sleep Reports Using Data Mining Techniques
AUTHORS: Fábio Teixeira; João Costa; Pedro Amorim; Nuno Guimarães ; Daniela Ferreira Santos ;
PUBLISHED: 2025, SOURCE: Studies in health technology and informatics, VOLUME: 327, PAGES: 898-899
AUTHORS: Fábio Teixeira; João Costa; Pedro Amorim; Nuno Guimarães ; Daniela Ferreira Santos ;
PUBLISHED: 2025, SOURCE: Studies in health technology and informatics, VOLUME: 327, PAGES: 898-899
INDEXED IN: Scopus 
CrossRef
Scopus CrossRef38
TITLE: Barcoding the Caatinga biome bees: a practical review
AUTHORS: Rodrigues, Pedro ; Teixeira, Claudia; Guimaraes, Laura ; Ferreira, Nuno G. C.;
PUBLISHED: 2025, SOURCE: MOLECULAR BIOLOGY REPORTS, VOLUME: 52, ISSUE: 1
AUTHORS: Rodrigues, Pedro ; Teixeira, Claudia; Guimaraes, Laura ; Ferreira, Nuno G. C.;
PUBLISHED: 2025, SOURCE: MOLECULAR BIOLOGY REPORTS, VOLUME: 52, ISSUE: 1
39
TITLE: Beyond AHI: the impact of desaturation severity on sleep architecture of patients with mild OSA Full Text
AUTHORS: Amorim, Pedro; Ferreira Santos, Daniela ; Moreira, Ermelinda; Pimentel, Ana Sofia; Drummond, Marta; Rodrigues, Pedro Pereira;
PUBLISHED: 2025, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 66
AUTHORS: Amorim, Pedro; Ferreira Santos, Daniela ; Moreira, Ermelinda; Pimentel, Ana Sofia; Drummond, Marta; Rodrigues, Pedro Pereira;
PUBLISHED: 2025, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 66
INDEXED IN: WOS CrossRef
WOS CrossRef40
TITLE: Bridging Streaming Continual Learning via In-Context Large Tabular Models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2512.11668
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2512.11668
INDEXED IN: DBLP
DBLP