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: 2597
131 Team MembersFilters -> Year: 2025
81
TITLE: Impact of variables on recovery time in patients undergoing hemodialysis: an international survey Full Text
AUTHORS: Ozen, Nurten; Eyileten, Tayfun; Teles, Paulo ; Seloglu, Baris; Gurel, Ayse; Ocuk, Aysegul; Ozen, Volkan; Fernandes, Filipa; Campos, Luis; Coutinho, Sara; Teixeira, Joana; Moura, Sandra Cristina Mendo; Ribeiro, Olga ; Sousa, Clemente Neves ;
PUBLISHED: 2025, SOURCE: BMC NEPHROLOGY, VOLUME: 26, ISSUE: 1, PAGES: 13-
AUTHORS: Ozen, Nurten; Eyileten, Tayfun; Teles, Paulo ; Seloglu, Baris; Gurel, Ayse; Ocuk, Aysegul; Ozen, Volkan; Fernandes, Filipa; Campos, Luis; Coutinho, Sara; Teixeira, Joana; Moura, Sandra Cristina Mendo; Ribeiro, Olga ; Sousa, Clemente Neves ;
PUBLISHED: 2025, SOURCE: BMC NEPHROLOGY, VOLUME: 26, ISSUE: 1, PAGES: 13-
82
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
DBLP83
TITLE: Informed Data Selection Strategies for Few-Shot Learning on Imbalanced Data Full Text
AUTHORS: Alcoforado, Alexandre; Ferraz, Thomas Palmeira; Okamura, Lucas Hideki Takeuchi; Veloso, Bruno Miguel ; Costa, Anna Helena Reali; Fama, Israel Campos; Bueno, Barbara Dias;
PUBLISHED: 2025, SOURCE: LINGUAMATICA, VOLUME: 17, ISSUE: 1, PAGES: 105-120
AUTHORS: Alcoforado, Alexandre; Ferraz, Thomas Palmeira; Okamura, Lucas Hideki Takeuchi; Veloso, Bruno Miguel ; Costa, Anna Helena Reali; Fama, Israel Campos; Bueno, Barbara Dias;
PUBLISHED: 2025, SOURCE: LINGUAMATICA, VOLUME: 17, ISSUE: 1, PAGES: 105-120
84
TITLE: Integration of Online Communication Channels and Online Consumer Behavior
AUTHORS: Paulo Botelho Pires; José Duarte Santos; Pedro Quelhas de Brito ;
PUBLISHED: 2025, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 393, PAGES: 491-505
AUTHORS: Paulo Botelho Pires; José Duarte Santos; Pedro Quelhas de Brito ;
PUBLISHED: 2025, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 393, PAGES: 491-505
INDEXED IN: 
Scopus
Scopus85
TITLE: Interpretable Predictive Maintenance: Combining Anomaly Detection with Quantitative Root Cause Analysis
AUTHORS: Inês Barbosa ; João Gama ; Bruno Veloso ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part II, VOLUME: 16122, PAGES: 232-245
AUTHORS: Inês Barbosa ; João Gama ; Bruno Veloso ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part II, VOLUME: 16122, PAGES: 232-245
86
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
DBLP87
TITLE: Intersectional Divergence: Measuring Fairness in Regression
AUTHORS: Joe Germino; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.00830
AUTHORS: Joe Germino; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.00830
INDEXED IN: DBLP
DBLP88
TITLE: Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
AUTHORS: Jiayi Ye; Yanbo Wang; Yue Huang; Dongping Chen; Qihui Zhang; Nuno Moniz ; Tian Gao; Werner Geyer; Chao Huang; Pin Yu Chen; Nitesh V Chawla; Xiangliang Zhang;
PUBLISHED: 2025, SOURCE: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025
AUTHORS: Jiayi Ye; Yanbo Wang; Yue Huang; Dongping Chen; Qihui Zhang; Nuno Moniz ; Tian Gao; Werner Geyer; Chao Huang; Pin Yu Chen; Nitesh V Chawla; Xiangliang Zhang;
PUBLISHED: 2025, SOURCE: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025
INDEXED IN: DBLP
DBLP89
TITLE: KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization Full Text
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
90
TITLE: KDBI special issue: Time-series pattern verification in CNC turning-A comparative study of one-class and binary classification Full Text
AUTHORS: da Silva, Joao Pinto ; Nogueira, Ana Rita ; Pinto, Jose ; Curral, Manuel; Alves, Antonio Correia; Sousa, Ricardo ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
AUTHORS: da Silva, Joao Pinto ; Nogueira, Ana Rita ; Pinto, Jose ; Curral, Manuel; Alves, Antonio Correia; Sousa, Ricardo ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
91
TITLE: Knowledge-Aware Clinical Narrative Extraction Using Ontologies and Knowledge Graphs
AUTHORS: Maria Leite; Rita Rb Silva; Nuno Guimarães ; Lise Stork; Alípio Jorge ;
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: 26-41
AUTHORS: Maria Leite; Rita Rb Silva; Nuno Guimarães ; Lise Stork; Alípio Jorge ;
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: 26-41
92
TITLE: Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities
AUTHORS: Grigorii Khvatskii; Angélica García Martínez; Deng Pan; Matthew Belcher; Gerónimo Medrano Loera; Dayana Pineda Pérez; Juan Emmanuel Ferrari Muñoz Ledo; Horacio Márquez González; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025, PAGES: 9763-9771
AUTHORS: Grigorii Khvatskii; Angélica García Martínez; Deng Pan; Matthew Belcher; Gerónimo Medrano Loera; Dayana Pineda Pérez; Juan Emmanuel Ferrari Muñoz Ledo; Horacio Márquez González; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025, PAGES: 9763-9771
INDEXED IN: DBLP
DBLP93
TITLE: Leveraging LLMs to Improve Human Annotation Efficiency with INCEpTION
AUTHORS: Luís Filipe Cunha ; Nana Yu; Purificação Silvano; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 53-58
AUTHORS: Luís Filipe Cunha ; Nana Yu; Purificação Silvano; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 53-58
94
TITLE: Leveraging Synthetic Data to Develop a Machine Learning Model for Voiding Flow Rate Prediction From Audio Signals
AUTHORS: Alvarez, Marcos Lazaro; Bahillo, Alfonso; Arjona, Laura; Nogueira, Diogo Marcelo ; Gomes, Elsa Ferreira ; Jorge, Alipio M. ;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 127240-127251
AUTHORS: Alvarez, Marcos Lazaro; Bahillo, Alfonso; Arjona, Laura; Nogueira, Diogo Marcelo ; Gomes, Elsa Ferreira ; Jorge, Alipio M. ;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 127240-127251
95
TITLE: LLM-Based Framework for Synthetic Data Generation in Portuguese Clinical NER
AUTHORS: Luís Henriques; Nuno Guimarães ; Alípio Jorge ;
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: 335-347
AUTHORS: Luís Henriques; Nuno Guimarães ; Alípio Jorge ;
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: 335-347
96
TITLE: LLMs4All: A Review on Large Language Models for Research and Applications in Academic Disciplines
AUTHORS: Yanfang Ye; Zheyuan Zhang; Tianyi Ma; Zehong Wang; Yiyang Li; Shifu Hou; Weixiang Sun; Kaiwen Shi; Yijun Ma; Wei Song; Ahmed Abbasi; Ying Cheng; Jane Cleland Huang; Steven Corcelli; Robert Goulding; Ming Hu; Ting Hua; John Lalor; Fang Liu; Tengfei Luo; ...More
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.19580
AUTHORS: Yanfang Ye; Zheyuan Zhang; Tianyi Ma; Zehong Wang; Yiyang Li; Shifu Hou; Weixiang Sun; Kaiwen Shi; Yijun Ma; Wei Song; Ahmed Abbasi; Ying Cheng; Jane Cleland Huang; Steven Corcelli; Robert Goulding; Ming Hu; Ting Hua; John Lalor; Fang Liu; Tengfei Luo; ...More
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.19580
INDEXED IN: DBLP
DBLP97
TITLE: Measuring the stability and plasticity of recommender systems
AUTHORS: Maria João Lavoura; Robert Jungnickel; João Vinagre ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.03941
AUTHORS: Maria João Lavoura; Robert Jungnickel; João Vinagre ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.03941
INDEXED IN: DBLP
DBLP98
TITLE: MedLink: Retrieval and Ranking of Case Reports to Assist Clinical Decision Making
AUTHORS: Luís Filipe Cunha ; Nuno Guimarães ; Alexandra Mendes ; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 72-77
AUTHORS: Luís Filipe Cunha ; Nuno Guimarães ; Alexandra Mendes ; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 72-77
99
TITLE: Modeling events and interactions through temporal processes: A survey Full Text
AUTHORS: Liguori, Angelica; Caroprese, Luciano; Minici, Marco; Veloso, Bruno ; Spinnato, Francesco; Nanni, Mirco; Manco, Giuseppe; Gama, Joao ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 653, PAGES: 131191
AUTHORS: Liguori, Angelica; Caroprese, Luciano; Minici, Marco; Veloso, Bruno ; Spinnato, Francesco; Nanni, Mirco; Manco, Giuseppe; Gama, Joao ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 653, PAGES: 131191
100
TITLE: Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
