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
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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: 2432
131 Team MembersFilters -> Year: 2025
1
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
DBLP2
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 Unpaywall3
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 DBLP4
TITLE: Bayesian Modelling of Time Series of Counts with Missing Data
AUTHORS: SILVA, ISABEL ; Maria Eduarda Silva ; Isabel Pereira ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 83-98
AUTHORS: SILVA, ISABEL ; Maria Eduarda Silva ; Isabel Pereira ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 83-98
INDEXED IN: Scopus CrossRef
Scopus CrossRef5
TITLE: Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study
AUTHORS: Muhammad, Akilu Rilwan; Aguiar, Ana ; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347, PAGES: 58-70
AUTHORS: Muhammad, Akilu Rilwan; Aguiar, Ana ; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347, PAGES: 58-70
6
TITLE: Clustering and Classification of Compositional Data Using Distributions Defined on the Hypersphere
AUTHORS: Adelaide Figueiredo ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 423-435
AUTHORS: Adelaide Figueiredo ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 423-435
INDEXED IN: Scopus CrossRef
Scopus CrossRef7
TITLE: Data Science for Fighting Environmental Crime
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; 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: 181-196
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; 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: 181-196
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP8
TITLE: Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance Full Text
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
9
TITLE: DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
INDEXED IN: DBLP
DBLP10
TITLE: Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
11
TITLE: Empowering open data sharing for social good: a privacy-aware approach
AUTHORS: Carvalho, Tania; Antunes, Luis ; Costa Santos, Cristina; Moniz, Nuno;
PUBLISHED: 2025, SOURCE: SCIENTIFIC DATA, VOLUME: 12, ISSUE: 1, PAGES: 248-
AUTHORS: Carvalho, Tania; Antunes, Luis ; Costa Santos, Cristina; Moniz, Nuno;
PUBLISHED: 2025, SOURCE: SCIENTIFIC DATA, VOLUME: 12, ISSUE: 1, PAGES: 248-
12
TITLE: Evaluating Short Text Stream Clustering on Large E-commerce Datasets
AUTHORS: Andrade, Cesar; Ribeiro, Rita P.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT III, VOLUME: 15414, PAGES: 245-259
AUTHORS: Andrade, Cesar; Ribeiro, Rita P.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT III, VOLUME: 15414, PAGES: 245-259
13
TITLE: Evaluating the Therapeutic Potential of Exercise in Hypoxia and Low-Carbohydrate High-Fat Diet in Managing Hypertension in Elderly Type 2 Diabetes Patients: A Novel Intervention Approach
AUTHORS: Raquel Kindlovits; Ana Catarina Sousa; João Luís Viana; Jaime Milheiro; Bruno M P M Oliveira ; Franklim Marques; Santos, Alejandro; Vitor Hugo Teixeira;
PUBLISHED: 2025
AUTHORS: Raquel Kindlovits; Ana Catarina Sousa; João Luís Viana; Jaime Milheiro; Bruno M P M Oliveira ; Franklim Marques; Santos, Alejandro; Vitor Hugo Teixeira;
PUBLISHED: 2025
INDEXED IN: CrossRef
CrossRef14
TITLE: Evaluating the Therapeutic Potential of Exercise in Hypoxia and Low-Carbohydrate, High-Fat Diet in Managing Hypertension in Elderly Type 2 Diabetes Patients: A Novel Intervention Approach Full Text
AUTHORS: Kindlovits, Raquel; Sousa, Ana Catarina; Viana, Joao Luis; Milheiro, Jaime; Oliveira, Bruno M. P. M. ; Marques, Franklim; Santos, Alejandro; Teixeira, Vitor Hugo;
PUBLISHED: 2025, SOURCE: NUTRIENTS, VOLUME: 17, ISSUE: 3, PAGES: 522
AUTHORS: Kindlovits, Raquel; Sousa, Ana Catarina; Viana, Joao Luis; Milheiro, Jaime; Oliveira, Bruno M. P. M. ; Marques, Franklim; Santos, Alejandro; Teixeira, Vitor Hugo;
PUBLISHED: 2025, SOURCE: NUTRIENTS, VOLUME: 17, ISSUE: 3, PAGES: 522
15
TITLE: Fairness Analysis in Causal Models: An Application to Public Procurement
AUTHORS: Teixeira, Sonia ; Nogueira, Ana Rita ; 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: 197-211
AUTHORS: Teixeira, Sonia ; Nogueira, Ana Rita ; 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: 197-211
16
TITLE: Histopathological Imaging Dataset for Oral Cancer Analysis: A Study with a Data Leakage Warning
AUTHORS: Diogo Marcelo Nogueira; Elsa Ferreira Gomes ;
PUBLISHED: 2025, SOURCE: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2025 - Volume 1, Porto, Portugal, February 20-22, 2025., PAGES: 811-818
AUTHORS: Diogo Marcelo Nogueira; Elsa Ferreira Gomes ;
PUBLISHED: 2025, SOURCE: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2025 - Volume 1, Porto, Portugal, February 20-22, 2025., PAGES: 811-818
17
TITLE: In-context learning of evolving data streams with tabular foundational models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
INDEXED IN: DBLP
DBLP18
TITLE: Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
INDEXED IN: DBLP
DBLP19
TITLE: Multilayer horizontal visibility graphs for multivariate time series analysis
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 3, PAGES: 17
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 3, PAGES: 17
20
TITLE: On-device edge learning for IoT data streams: a survey
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
INDEXED IN: DBLP
DBLP