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.
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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: 3449
132 Team MembersFilters -> Year: 2026
1
TITLE: A Comparative Study of Deep Learning Approaches for Leishmania Detection in Microscopic Images
AUTHORS: Eduardo Monteiro; Marcelo Nogueira; Gomes, EF ;
PUBLISHED: 2026, SOURCE: Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, PAGES: 184-191
AUTHORS: Eduardo Monteiro; Marcelo Nogueira; Gomes, EF ;
PUBLISHED: 2026, SOURCE: Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, PAGES: 184-191
INDEXED IN: 
CrossRef 
Unpaywall
CrossRef Unpaywall2
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
3
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Viana, Francisco dos Santos; Lopes Pereira, Bianca Valeria; Santos, Moises; Soares, Carlos ; Neto, Areolino de Almeida;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121, PAGES: 464-476
AUTHORS: Viana, Francisco dos Santos; Lopes Pereira, Bianca Valeria; Santos, Moises; Soares, Carlos ; Neto, Areolino de Almeida;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121, PAGES: 464-476
4
TITLE: A Parametric Information-gain to Improve Online Tree-based Machine Learning Models
AUTHORS: Vasco Vieira Costa; Diogo Costa; Bruno Veloso ; Eugénio M Rocha;
PUBLISHED: 2026
AUTHORS: Vasco Vieira Costa; Diogo Costa; Bruno Veloso ; Eugénio M Rocha;
PUBLISHED: 2026
INDEXED IN: CrossRef
CrossRef5
TITLE: A Parametric Information-gain to Improve Online Tree-based Machine Learning Models
AUTHORS: Vasco Vieira Costa; Diogo Costa; Bruno Veloso ; Eugénio M Rocha;
PUBLISHED: 2026
AUTHORS: Vasco Vieira Costa; Diogo Costa; Bruno Veloso ; Eugénio M Rocha;
PUBLISHED: 2026
INDEXED IN: CrossRef
CrossRef6
TITLE: A Scalable Approach for Unified Large Events Models in Soccer
AUTHORS: Mendes Neves, Tiago; Meireles, Luis; Mendes Moreira, Joao ;
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: 354-371
AUTHORS: Mendes Neves, Tiago; Meireles, Luis; Mendes Moreira, Joao ;
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: 354-371
7
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
8
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
9
TITLE: Airborne wind energy farms layout: synchronization strategies for power smoothing Full Text
AUTHORS: da Costa, Rui C.; Fernandes, Manuel C. R. M.; Roque, Luis A. C. ; Luís Tiago Paiva ; Fontes, Dalila B. M. M. ; Fontes, Fernando A. C. C. ;
PUBLISHED: 2026, SOURCE: OPTIMIZATION LETTERS
AUTHORS: da Costa, Rui C.; Fernandes, Manuel C. R. M.; Roque, Luis A. C. ; Luís Tiago Paiva ; Fontes, Dalila B. M. M. ; Fontes, Fernando A. C. C. ;
PUBLISHED: 2026, SOURCE: OPTIMIZATION LETTERS
10
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
11
TITLE: Benchmarking Time Series Feature Extraction for Algorithm Selection
AUTHORS: Santos, Moises; Cerqueira, Vitor; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121, PAGES: 269-281
AUTHORS: Santos, Moises; Cerqueira, Vitor; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121, PAGES: 269-281
INDEXED IN: 
Scopus 
WOS 
DBLP
Scopus WOS DBLP12
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
13
TITLE: CitiLink: Enhancing Municipal Transparency and Citizen Engagement Through Searchable Meeting Minutes
AUTHORS: Rodrigo Silva; José Pedro Evans; José Isidro; Miguel Marques; Afonso Fonseca; Ricardo Morais; João Canavilhas; Arian Pasquali; Purificação Silvano ; Alípio Jorge; Nuno Guimarães; Sérgio Nunes ; Ricardo Campos ;
PUBLISHED: 2026, SOURCE: 48th European Conference on Information Retrieval, ECIR 2026 in ECIR (4), VOLUME: 16486 LNCS, PAGES: 193-199
AUTHORS: Rodrigo Silva; José Pedro Evans; José Isidro; Miguel Marques; Afonso Fonseca; Ricardo Morais; João Canavilhas; Arian Pasquali; Purificação Silvano ; Alípio Jorge; Nuno Guimarães; Sérgio Nunes ; Ricardo Campos ;
PUBLISHED: 2026, SOURCE: 48th European Conference on Information Retrieval, ECIR 2026 in ECIR (4), VOLUME: 16486 LNCS, PAGES: 193-199
14
TITLE: ClaimPT: A Portuguese Dataset of Annotated Claims in News Articles
AUTHORS: Ricardo Campos ; Raquel Sequeira; Sara Nerea; Inês Cantante; Diogo Folques; Luís Filipe Cunha; João Canavilhas; António Branco; Alípio Jorge; Sérgio Nunes ; Nuno Guimarães; Purificação Silvano;
PUBLISHED: 2026, SOURCE: ECIR (4), VOLUME: 16486 LNCS, PAGES: 544-560
AUTHORS: Ricardo Campos ; Raquel Sequeira; Sara Nerea; Inês Cantante; Diogo Folques; Luís Filipe Cunha; João Canavilhas; António Branco; Alípio Jorge; Sérgio Nunes ; Nuno Guimarães; Purificação Silvano;
PUBLISHED: 2026, SOURCE: ECIR (4), VOLUME: 16486 LNCS, PAGES: 544-560
15
TITLE: Classification of Phonetic Syllables Using Stacked Autoencoder and Characterization via Centroid
AUTHORS: Francisco dos Santos Viana; Carlos Eduardo Nascimento Cajado; Samuel Magalhes Pereira; Alexandre César Muniz de Oliveira; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: ICAIIC, PAGES: 744-749
AUTHORS: Francisco dos Santos Viana; Carlos Eduardo Nascimento Cajado; Samuel Magalhes Pereira; Alexandre César Muniz de Oliveira; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: ICAIIC, PAGES: 744-749
INDEXED IN: DBLP
DBLP16
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: 40th AAAI Conference on Artificial Intelligence, AAAI 2026 in AAAI, VOLUME: 40, ISSUE: 29, PAGES: 24053-24060
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2026, SOURCE: 40th AAAI Conference on Artificial Intelligence, AAAI 2026 in AAAI, VOLUME: 40, ISSUE: 29, PAGES: 24053-24060
INDEXED IN: Scopus DBLP
Scopus DBLP17
TITLE: Education 5.0: Opportunities and Challenges from Blended Learning
AUTHORS: Ana Isabel Torres ; Gabriela Beirão ;
PUBLISHED: 2026, SOURCE: 19th Iberian Conference on Information Systems and Technologies, CISTI 2024 in Lecture Notes in Networks and Systems, VOLUME: 1753 LNNS, PAGES: 414-422
AUTHORS: Ana Isabel Torres ; Gabriela Beirão ;
PUBLISHED: 2026, SOURCE: 19th Iberian Conference on Information Systems and Technologies, CISTI 2024 in Lecture Notes in Networks and Systems, VOLUME: 1753 LNNS, PAGES: 414-422
INDEXED IN: Scopus CrossRef
Scopus CrossRef18
TITLE: EPHG-CR: embedding propagation for heterogeneous graphs with class refinement Full Text
AUTHORS: Dos Santos, Brucce Neves; Marcacini, Ricardo Marcondes; Jorge, Alipio Mario; Campos, Ricardo ; Rezende, Solange Oliveira;
PUBLISHED: 2026, SOURCE: APPLIED INTELLIGENCE, VOLUME: 56, ISSUE: 4, PAGES: 118
AUTHORS: Dos Santos, Brucce Neves; Marcacini, Ricardo Marcondes; Jorge, Alipio Mario; Campos, Ricardo ; Rezende, Solange Oliveira;
PUBLISHED: 2026, SOURCE: APPLIED INTELLIGENCE, VOLUME: 56, ISSUE: 4, PAGES: 118
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP19
TITLE: Ethical Considerations in the Context of AI-Driven Misinformation Detection
AUTHORS: Ettore Barbagallo; Guillaume Gadek; Géraud Faye; Nina Khairova; Chirag Arora; Dilhan Thilakarathne; Karen Joisten; Sónia Teixeira ; Juan M Durán; Manuel Barrantes;
PUBLISHED: 2026, SOURCE: Handbook of Human-AI Collaboration, PAGES: 1-38
AUTHORS: Ettore Barbagallo; Guillaume Gadek; Géraud Faye; Nina Khairova; Chirag Arora; Dilhan Thilakarathne; Karen Joisten; Sónia Teixeira ; Juan M Durán; Manuel Barrantes;
PUBLISHED: 2026, SOURCE: Handbook of Human-AI Collaboration, PAGES: 1-38
INDEXED IN: CrossRef Unpaywall
CrossRef Unpaywall20
TITLE: Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro ; Soares, Carlos ; Bizarro, Pedro;
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, ECML PKDD 2025, PT IX, VOLUME: 16021, PAGES: 230-246
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro ; Soares, Carlos ; Bizarro, Pedro;
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, ECML PKDD 2025, PT IX, VOLUME: 16021, PAGES: 230-246
