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: 2597
131 Team MembersFilters -> Year: 2025
1
TITLE: Automated privacy-preserving techniques via meta-learning
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 127, PAGES: 103893
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 127, PAGES: 103893
2
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
3
TITLE: Fish swarm parameter self-tuning for data streams Full Text
AUTHORS: Bruno Miguel Veloso ; Hugo Amorim Neto; Fernando Buarque; João P Gama ;
PUBLISHED: 2026, SOURCE: Data Mining and Knowledge Discovery, VOLUME: 40, ISSUE: 1
AUTHORS: Bruno Miguel Veloso ; Hugo Amorim Neto; Fernando Buarque; João P Gama ;
PUBLISHED: 2026, SOURCE: Data Mining and Knowledge Discovery, VOLUME: 40, ISSUE: 1
4
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
DBLP5
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
DBLP6
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
DBLP7
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
DBLP8
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
DBLP9
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
DBLP10
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
DBLP11
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
DBLP12
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
DBLP13
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
DBLP14
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
15
TITLE: Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs
AUTHORS: Ahmed A Fares ; João Cezar Mendes Moreira;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2025 in Lecture Notes in Computer Science, VOLUME: 16239 LNCS, PAGES: 343-348
AUTHORS: Ahmed A Fares ; João Cezar Mendes Moreira;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2025 in Lecture Notes in Computer Science, VOLUME: 16239 LNCS, PAGES: 343-348
16
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
Scopus17
TITLE: A Control Chart for Zero-Inflated Semi-Continuous Data
AUTHORS: Fernanda Otília Figueiredo ; Adelaide Figueiredo ; Ivette I Gomes;
PUBLISHED: 2025, SOURCE: Data Analysis and Related Applications 5 Models Methods and Techniques Volume 13, VOLUME: 13, PAGES: 65-77
AUTHORS: Fernanda Otília Figueiredo ; Adelaide Figueiredo ; Ivette I Gomes;
PUBLISHED: 2025, SOURCE: Data Analysis and Related Applications 5 Models Methods and Techniques Volume 13, VOLUME: 13, PAGES: 65-77
INDEXED IN: Scopus 
CrossRef
Scopus CrossRef18
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
DBLP19
TITLE: A Multidimensional Approach to Ethical AI Auditing
AUTHORS: Sónia Teixeira ; Atia Cortés; Dilhan Thilakarathne; Gianmarco Gori; Marco Minici; Monowar Bhuyan; Nina Khairova; Tosin Adewumi; Devvjiit Bhuyan; Jack O'Keefe; Carmela Comito; João Gama; Virginia Dignum;
PUBLISHED: 2025, SOURCE: Proceedings of the AAAI/ACM Conference on AI Ethics and Society, VOLUME: 8, ISSUE: 3, PAGES: 2480-2492
AUTHORS: Sónia Teixeira ; Atia Cortés; Dilhan Thilakarathne; Gianmarco Gori; Marco Minici; Monowar Bhuyan; Nina Khairova; Tosin Adewumi; Devvjiit Bhuyan; Jack O'Keefe; Carmela Comito; João Gama; Virginia Dignum;
PUBLISHED: 2025, SOURCE: Proceedings of the AAAI/ACM Conference on AI Ethics and Society, VOLUME: 8, ISSUE: 3, PAGES: 2480-2492
INDEXED IN: CrossRef 
Unpaywall
CrossRef Unpaywall20
TITLE: A Novel MCDM Approach to Integrating Human Factors into Evacuation Models: Enhancing Emergency Preparedness for Vulnerable Populations
AUTHORS: Reyes Norambuena, Pedro; Martinez Torres, Javier; Pinto, Alberto Adrego ; Yazdi, Amir Karbassi; Hanne, Thomas;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 10, PAGES: 5420
AUTHORS: Reyes Norambuena, Pedro; Martinez Torres, Javier; Pinto, Alberto Adrego ; Yazdi, Amir Karbassi; Hanne, Thomas;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 10, PAGES: 5420
