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: 1407
22 Team MembersFilters -> Year: 2025
1
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
DBLP2
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
DBLP3
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
DBLP4
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
DBLP5
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
DBLP6
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
DBLP7
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
DBLP8
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
DBLP9
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
DBLP10
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
DBLP11
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
12
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
DBLP13
TITLE: A Label Propagation Approach for Missing Data Imputation
AUTHORS: Filipe Loyola Lopes; Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Henriques Abreu ; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13, PAGES: 65925-65938
AUTHORS: Filipe Loyola Lopes; Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Henriques Abreu ; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13, PAGES: 65925-65938
14
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: abs/2508.13364
AUTHORS: Freitas, Tadeu; Novo, Carlos; Dutra, Ines; Soares, Joao; Correia, Manuel E. ; Shariati, Benham; Martins, Rolando ;
PUBLISHED: 2025, SOURCE: SOFTWARE-PRACTICE & EXPERIENCE, VOLUME: abs/2508.13364
15
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
DBLP16
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: 2025, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2025, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
17
TITLE: Adverse childhood experiences and health outcomes: a 20-year real-world study
AUTHORS: Martins, Barbara; Taveira Gomes, Tiago; Gomes, Joana Costa; Vidal Alves, Maria Joao ; Magalhaes, Teresa ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN MEDICINE, VOLUME: 11
AUTHORS: Martins, Barbara; Taveira Gomes, Tiago; Gomes, Joana Costa; Vidal Alves, Maria Joao ; Magalhaes, Teresa ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN MEDICINE, VOLUME: 11
18
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
19
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 DBLP20
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
