Laboratory of Artificial Intelligence and Decision Support (LIAAD)
Laboratorio de Inteligência Artificial e Apoio À Decisão
Inesc Technology and Science (INESC TEC) :: CS: Computer Science
AuthID: I-000-1S2
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: 3462
132 Team MembersFilters -> Year: 2026
21
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
22
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
23
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
DBLP24
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
DBLP25
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
DBLP26
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
DBLP27
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
DBLP28
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
DBLP29
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
DBLP30
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
DBLP31
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
DBLP32
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
DBLP33
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Inacio, Ricardo; vitor cerqueira; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X, VOLUME: 16022, PAGES: 427-431
AUTHORS: Inacio, Ricardo; vitor cerqueira; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X, VOLUME: 16022, PAGES: 427-431
INDEXED IN: 
Scopus 
WOS DBLP
Scopus WOS DBLP34
TITLE: MiNER: A Two-Stage Pipeline for Metadata Extraction from Municipal Meeting Minutes
AUTHORS: Rodrigo Batista; Luís Filipe Cunha; Purificação Silvano; Nuno Guimarães; Alípio Jorge; Evelin Amorim; Ricardo Campos ;
PUBLISHED: 2026, SOURCE: ECIR (2), PAGES: 427-435
AUTHORS: Rodrigo Batista; Luís Filipe Cunha; Purificação Silvano; Nuno Guimarães; Alípio Jorge; Evelin Amorim; Ricardo Campos ;
PUBLISHED: 2026, SOURCE: ECIR (2), PAGES: 427-435
INDEXED IN: DBLP 
CrossRef
DBLP CrossRef35
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
36
TITLE: Navigating Education 5.0: The Role of Scientific Production in Accounting and Society 5.0
AUTHORS: Pinheiro, Margarida M.; Azevedo, Graca; Ana Isabel Torres ;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 5, VOLUME: 1524, PAGES: 57-68
AUTHORS: Pinheiro, Margarida M.; Azevedo, Graca; Ana Isabel Torres ;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 5, VOLUME: 1524, PAGES: 57-68
37
TITLE: Outlier Analysis in Personnel Attendance Timesheet Records
AUTHORS: Gonçalo Duarte Nunes ; João Pinto da Silva; Leandro Magalhães; Ricardo Sousa;
PUBLISHED: 2026
AUTHORS: Gonçalo Duarte Nunes ; João Pinto da Silva; Leandro Magalhães; Ricardo Sousa;
PUBLISHED: 2026
INDEXED IN: CrossRef
CrossRef38
TITLE: Overview of the CLEF 2025 JOKER Lab: Humour in Machine
AUTHORS: Ermakova, Liana; Campos, Ricardo ; Bosser, Anne Gwenn; Miller, Tristan;
PUBLISHED: 2026, SOURCE: 16th International Conference of the CLEF Association-CLEF in EXPERIMENTAL IR MEETS MULTILINGUALITY, MULTIMODALITY, AND INTERACTION, CLEF 2025, VOLUME: 16089, PAGES: 315-337
AUTHORS: Ermakova, Liana; Campos, Ricardo ; Bosser, Anne Gwenn; Miller, Tristan;
PUBLISHED: 2026, SOURCE: 16th International Conference of the CLEF Association-CLEF in EXPERIMENTAL IR MEETS MULTILINGUALITY, MULTIMODALITY, AND INTERACTION, CLEF 2025, VOLUME: 16089, PAGES: 315-337
39
TITLE: Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs
AUTHORS: Ahmed A Fares ; João Mendes Moreira ;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science, VOLUME: 16239 LNCS, PAGES: 343-348
AUTHORS: Ahmed A Fares ; João Mendes Moreira ;
PUBLISHED: 2026, SOURCE: Lecture Notes in Computer Science, VOLUME: 16239 LNCS, PAGES: 343-348
40
TITLE: Preface
AUTHORS: Rita Ribeiro ; Nathalie Japkowicz; Alípio Mário Jorge; Carlos Soares; Pedro Henriques Abreu; Bernhard Pfahringer; João P Gama; Pedro Larrañaga; Castro Dutra; Mykola Pechenizkiy; Sepideh Pashami; Paulo Cortez ;
PUBLISHED: 2026, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in Lecture Notes in Computer Science, VOLUME: 16014 LNCS
AUTHORS: Rita Ribeiro ; Nathalie Japkowicz; Alípio Mário Jorge; Carlos Soares; Pedro Henriques Abreu; Bernhard Pfahringer; João P Gama; Pedro Larrañaga; Castro Dutra; Mykola Pechenizkiy; Sepideh Pashami; Paulo Cortez ;
PUBLISHED: 2026, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in Lecture Notes in Computer Science, VOLUME: 16014 LNCS
INDEXED IN: Scopus
Scopus