Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 4672

60 Team Members
Filters -> Year: 2026
61
TITLE: Benchmarking Time Series Feature Extraction for Algorithm Selection
AUTHORS: Moisés Rocha dos Santos; Vítor Cerqueira; Carlos Soares ;
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: 269-281
62
TITLE: Bi-LSTM Neural Networks for Traffic Flow Prediction: An Empirical Evaluation
AUTHORS: Alves, Bernardo Amorim; Fontes, Tania ; Rossetti, Rosaldo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 233-245
63
TITLE: Bridging Domain Gaps in Computational Pathology: A Comparative Study of Adaptation Strategies
AUTHORS: Nunes, Joao D. ; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania ; Zlobec, Inti; Pinto, Isabel Macedo; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: SENSORS, VOLUME: 25, ISSUE: 9, PAGES: 2856
64
TITLE: Budget-Constrained Collaborative Renewable Energy Forecasting Market
AUTHORS: Goncalves, Carla ; Bessa, Ricardo J. ; Teixeira, Tiago; Vinagre, Joao ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, VOLUME: 16, ISSUE: 2, PAGES: 1440-1452
65
TITLE: Can ChatGPT Suggest Patterns? An Exploratory Study About Answers Given by AI-Assisted Tools to Design Problems
AUTHORS: Maranhao Junior, Joao Jose; Correia, Filipe F. ; Guerra, Eduardo Martins;
PUBLISHED: 2025, SOURCE: 25th International Conference on Agile Software Development (XP) in AGILE PROCESSES IN SOFTWARE ENGINEERING AND EXTREME PROGRAMMING-WORKSHOPS, XP 2024 WORKSHOPS, VOLUME: 524, PAGES: 130-138
66
TITLE: Can Large Language Models Help Students Prove Software Correctness? An Experimental Study with Dafny
AUTHORS: Carolina Carreira; Álvaro F Silva; Alexandre Abreu; Alexandra Mendes ;
PUBLISHED: 2025, SOURCE: 23rd International Conference on Software Engineering and Formal Methods, SEFM 2025 in CoRR, VOLUME: abs/2506.22370, PAGES: 203-220
67
TITLE: Can Llama 3 Accurately Assess Readability? A Comparative Study Using Lead Sections from Wikipedia
AUTHORS: Rodrigues, Jose Frederico; Cardoso, Henrique Lopes; Lopes, Carla Teixeira ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Research Challenges in Information Science-RCIS-Annual in RESEARCH CHALLENGES IN INFORMATION SCIENCE, RCIS 2025, PT II, VOLUME: 548, PAGES: 89-97
68
TITLE: Causal representation learning through higher-level information extraction
AUTHORS: Silva, Francisco ; Oliveira, helder P. ; Pereira, Tania ;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 2, PAGES: 43:1-43:37
69
70
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
71
72
TITLE: ChatGPT como catalisador do Pensamento Crítico e Criativo
AUTHORS: Sandra Rosa Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20, ISSUE: 2025, PAGES: 1-23
73
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Roque, Luis; Cerqueira, Vitor ; Soares, Carlos; Torgo, Luis ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, VOLUME: 39, ISSUE: 19, PAGES: 20192-20199
74
TITLE: Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection
AUTHORS: Freire, Ana M.; Rodrigues, Eduardo M. ; Sousa, Joana Vale ; Gouveia, Margarida ; Ferreira Santos, Daniela ; Pereira, Tania ; Oliveira, Helder P. ; Sousa, Pedro; Silva, Ana Catarina; Fernandes, Maria Sofia; Hespanhol, Venceslau; Araujo, Jorge;
PUBLISHED: 2025, SOURCE: 10th International Conference on Universal Access in Human Computer Interaction-UAHCI in UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION, UAHCI 2025, PT I, VOLUME: 15780, PAGES: 309-325
75
76
TITLE: CNN explanation methods for ordinal regression tasks
AUTHORS: Barbero Gomez, Javier; Cruz, Ricardo P. M. ; Cardoso, Jaime S. ; Gutierrez, Pedro A.; Hervas Martinez, Cesar;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 615, PAGES: 128878
77
TITLE: Code change and smell techniques for regression test selection
AUTHORS: Mori, Allan; Paiva, Ana C. R. ; Souza, Simone R. S.;
PUBLISHED: 2025, SOURCE: SOFTWARE QUALITY JOURNAL, VOLUME: 33, ISSUE: 1, PAGES: 11
78
79
TITLE: Collaborating with Algorithms: AI for Collaborative Supply Chain Management
AUTHORS: Couto, Fábio ; Mariana Curado Malta ; António Lucas Soares ;
PUBLISHED: 2025, SOURCE: IFIP advances in information and communication technology, PAGES: 185-200
80
TITLE: Community-based voting approach to enhance the spreading dynamics by identifying a group of influential spreaders in complex networks
AUTHORS: Nandi, Suman; Malta, Mariana Curado ; Maji, Giridhar; Dutta, Animesh;
PUBLISHED: 2025, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 86, PAGES: 102540

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