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: 3421
132 Team MembersFilters -> Year: 2026
21
TITLE: STARK: Enhancing Traffic Prediction Through Spatiotemporal Adaptive Refinement With Knowledge Distillation
AUTHORS: Pandey, Shobhit; Sharma, Saurabh; Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, PAGES: 1-13
AUTHORS: Pandey, Shobhit; Sharma, Saurabh; Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, PAGES: 1-13
22
TITLE: Synthetic Time Series Generation via Complex Networks PDF
AUTHORS: Jaime Vale; Vanessa Freitas Silva ; Maria Eduarda Silva ; Fernando Silva ;
PUBLISHED: 2026
AUTHORS: Jaime Vale; Vanessa Freitas Silva ; Maria Eduarda Silva ; Fernando Silva ;
PUBLISHED: 2026
INDEXED IN: 
arXiv 
DataCite
arXiv DataCite23
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
DBLP24
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 CrossRef25
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
DBLP26
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
27
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 Unpaywall28
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Francisco dos Santos Viana; Bianca Valéria L Pereira; Moisés Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121, PAGES: 464-476
AUTHORS: Francisco dos Santos Viana; Bianca Valéria L Pereira; Moisés Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121, PAGES: 464-476
29
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
30
TITLE: A Review of Voicing Decision in Whispered Speech: From Rules to Machine Learning
AUTHORS: João Miguel Pinto Pereira da Silva ; Gonçalo Duarte Nunes ; Aníbal Ferreira ;
PUBLISHED: 2025
AUTHORS: João Miguel Pinto Pereira da Silva ; Gonçalo Duarte Nunes ; Aníbal Ferreira ;
PUBLISHED: 2025
INDEXED IN: CrossRef Unpaywall
CrossRef Unpaywall31
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
DBLP32
TITLE: A Statistical Duality for Random Matching of Agents Full Text
AUTHORS: Yannacopoulos, Athanasios; Oliveira, Bruno ; Ferreira, Miguel; Martins, Jose ; Pinto, Alberto ;
PUBLISHED: 2025, SOURCE: MATHEMATICAL METHODS IN THE APPLIED SCIENCES, VOLUME: 48, ISSUE: 12, PAGES: 12421-12426
AUTHORS: Yannacopoulos, Athanasios; Oliveira, Bruno ; Ferreira, Miguel; Martins, Jose ; Pinto, Alberto ;
PUBLISHED: 2025, SOURCE: MATHEMATICAL METHODS IN THE APPLIED SCIENCES, VOLUME: 48, ISSUE: 12, PAGES: 12421-12426
33
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
DBLP34
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
35
TITLE: AdhesionScore: A Prognostic Predictor of Breast Cancer Patients Based on a Cell Adhesion-Associated Gene Signature Full Text
AUTHORS: Esquivel, Catarina; Ribeiro, Rogerio; Ribeiro, Ana Sofia; Ferreira, Pedro G. ; Paredes, Joana;
PUBLISHED: 2025, SOURCE: CANCERS, VOLUME: 17, ISSUE: 23, PAGES: 3731
AUTHORS: Esquivel, Catarina; Ribeiro, Rogerio; Ribeiro, Ana Sofia; Ferreira, Pedro G. ; Paredes, Joana;
PUBLISHED: 2025, SOURCE: CANCERS, VOLUME: 17, ISSUE: 23, PAGES: 3731
36
TITLE: Advanced driving assistance integration in electric motorcycles: road surface classification with a focus on gravel detection using deep learning
AUTHORS: Venancio, Ranan; Filipe, Vitor ; Cerveira, Adelaide ; Goncalves, Lio ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN ARTIFICIAL INTELLIGENCE, VOLUME: 8
AUTHORS: Venancio, Ranan; Filipe, Vitor ; Cerveira, Adelaide ; Goncalves, Lio ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN ARTIFICIAL INTELLIGENCE, VOLUME: 8
37
TITLE: Air Quality Data Analysis with Symbolic Principal Components
AUTHORS: Catarina Loureiro; Rosário Oliveira; Paula Brito ; Lina Oliveira;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 335-348
AUTHORS: Catarina Loureiro; Rosário Oliveira; Paula Brito ; Lina Oliveira;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 335-348
38
TITLE: Airborne Wind Energy Farms: Layout Optimization Combining NSGA-II and BRKGA
AUTHORS: da Costa, Rui Carvalho; Roque, Luis A. C. ; Luís Tiago Paiva ; Fernandes, Manuel C. R. M.; Fontes, Dalila B. M. M. ; Fontes, Fernando A. C. C. ;
PUBLISHED: 2025, SOURCE: 7th International Conference on Dynamics of Information Systems-DIS in DYNAMICS OF INFORMATION SYSTEMS, DIS 2024, VOLUME: 14661, PAGES: 291-299
AUTHORS: da Costa, Rui Carvalho; Roque, Luis A. C. ; Luís Tiago Paiva ; Fernandes, Manuel C. R. M.; Fontes, Dalila B. M. M. ; Fontes, Fernando A. C. C. ;
PUBLISHED: 2025, SOURCE: 7th International Conference on Dynamics of Information Systems-DIS in DYNAMICS OF INFORMATION SYSTEMS, DIS 2024, VOLUME: 14661, PAGES: 291-299
39
TITLE: An explainable machine learning framework for railway predictive maintenance using data streams from the metro operator of Portugal Full Text
AUTHORS: Garcia Mendez, Silvia; de Arriba Perez, Francisco; Leal, Fatima; Veloso, Bruno ; Malheiro, Benedita ; Burguillo Rial, Juan Carlos;
PUBLISHED: 2025, SOURCE: SCIENTIFIC REPORTS, VOLUME: 15, ISSUE: 1
AUTHORS: Garcia Mendez, Silvia; de Arriba Perez, Francisco; Leal, Fatima; Veloso, Bruno ; Malheiro, Benedita ; Burguillo Rial, Juan Carlos;
PUBLISHED: 2025, SOURCE: SCIENTIFIC REPORTS, VOLUME: 15, ISSUE: 1
40
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 DBLP