Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 4709

62 Team Members
Filters -> Year: 2026
41
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (7), VOLUME: 16019
42
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VIII
AUTHORS: Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Rita P Ribeiro ; Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (8), VOLUME: 16020
43
TITLE: Mapping the Evidence on Virtual Reality for Post-Intensive Care Syndrome: A Systematic Review and a Five-Axis VR-PICS Taxonomy
AUTHORS: Oliveira, Ines; Torneiro, Andre; Ferreira Coimbra, Joao; Sampaio, Adriana; Morgenstern, Nicolas A.; Oliveira, Eva; Coelho, Antonio ; Rodrigues, Nuno F.;
PUBLISHED: 2026, SOURCE: BIOMEDICINES, VOLUME: 14, ISSUE: 2, PAGES: 464
44
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Inacio, Ricardo; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos ;
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: 427-431
45
TITLE: NLP for Local Governance Meeting Records: A Focus Article on Tasks, Datasets, Metrics and Benchmark
AUTHORS: Ricardo Campos; José Pedro Evans; José Isidro; Miguel Marques; Luís Filipe Cunha; Alípio Jorge; Sérgio Nunes ; Nuno Guimarães;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2602.08162
46
TITLE: On Quantitative Solution Iteration in QAlloy
AUTHORS: Silva, Pedro; Macedo, Nuno ; Oliveira, Jose N. ;
PUBLISHED: 2026, SOURCE: 11th International Conference on Rigorous State Based Methods-ABZ-Annual in RIGOROUS STATE-BASED METHODS, ABZ 2025, VOLUME: 15728, PAGES: 88-105
47
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: vitor cerqueira ; Santos, Moises; Roque, Luis; Baghoussi, Yassine; 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: 217-229
48
TITLE: PathSAGE: Identifying Influential Spreaders in Temporal Networks With GraphSAGE
AUTHORS: Sadhu, Srestha; Mallick, Deepanwita; Namtirtha, Amrita; Malta, Mariana Curado ; Dutta, Animesh;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, PAGES: 1-17
49
TITLE: Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs
AUTHORS: Fares, Ahmed A. ; Mendes Moreira, Joao ;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning-IDEAL in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II, VOLUME: 16239, PAGES: 343-348
50
TITLE: Playing with Child Emotions: A Co-designed Serious Game for Emotion Regulation
AUTHORS: Goncalves, Catarina; Silva, Eliana ; Reis, Luis Paulo ; Fernandes, Catarina; Rouxinol, Filipa; Sousa, Mariana; Pedras, Susana;
PUBLISHED: 2026, SOURCE: 11th Joint International Conference on Serious Games-JCSG in SERIOUS GAMES, JCSG 2025, VOLUME: 16243, PAGES: 138-145
51
TITLE: Real-Time Prediction of Wikipedia Articles' Quality
AUTHORS: Moas, Pedro Miguel; Lopes, Carla Teixeira ;
PUBLISHED: 2026, SOURCE: 29th International Conference on Linking Theory and Practice of Digital Libraries-TPDL-Annual in LINKING THEORY AND PRACTICE OF DIGITAL LIBRARIES, TPDL 2025, VOLUME: 16097, PAGES: 304-320
52
53
TITLE: Socio-Technical AI Maturity in Supply Chains: Insights from the Pulp and Paper Sector
AUTHORS: Freitas, Fernanda; Zimmermann, Ricardo ; Freires, Gaudencio; Couto, Fábio ; Fontes, Cristiano; Soares, Antonio Lucas ; Dalmarco, Gustavo; Rhodes, Donna; Gomes, Jorao, Jr.;
PUBLISHED: 2026, SOURCE: 26th Conference on Virtual Enterprises-PRO-VE-Annual in HYBRID HUMAN-AI COLLABORATIVE NETWORKS, PRO-VE 2025, PT I, VOLUME: 770, PAGES: 169-184
54
TITLE: Software Testing Education and Industry Needs- Report from the ENACTEST EU Project
AUTHORS: Saadatmand, Mehrdad; Khan, Abbas; Marin, Beatriz; Paiva, Ana C. R. ; Van Asch, Nele; Moran, Graham; Cammaerts, Felix; Snoeck, Monique; Mendes, Alexandra ;
PUBLISHED: 2026, SOURCE: 26th International Conference on Product Focused Software Process Improvement-PROFES-Annual in PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT. INDUSTRY, DOCTORAL-SYMPOSIUM, TUTORIAL, AND WORKSHOP PAPERS, PROFES 2025, VOLUME: 16362, PAGES: 53-68
55
TITLE: Software Testing in the Quantum World
AUTHORS: Rui Abreu ; Shaukat Ali; Paolo Arcaini; José Campos; Michael Felderer; Claude Gravel; Fuyuki Ishikawa; Stefan Klikovits; Andriy Miranskyy; Anila Mjeda; Mohammad Reza Mousavi; Masaomi Yamaguchi; Lei Zhang; Jianjun Zhao;
PUBLISHED: 2026, SOURCE: COMPUTER, VOLUME: 59, ISSUE: 4, PAGES: 135-138
56
TITLE: Specification-Guided Repair of Arithmetic Errors in Dafny Programs Using LLMs
AUTHORS: Wu, Valentina; Mendes, Alexandra ; Abreu, Alexandre;
PUBLISHED: 2026, SOURCE: 23rd International Conference on Software Engineering and Formal Methods-SEFM-Annual in SOFTWARE ENGINEERING AND FORMAL METHODS, SEFM 2025, VOLUME: 16192, PAGES: 261-278
57
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
58
TITLE: Subgroup Discovery Using Model Uncertainty: A Feasibility Study
AUTHORS: Pereira, Ana Cravidao; Folgado, Duarte; Barandas, Marilia; Soares, Carlos ; Carreiro, Andre;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121, PAGES: 505-517
59
TITLE: Teachers' Perspective on Software Testing Education
AUTHORS: Fasolino, Anna Rita; Marin, Beatriz; Vos, Tanja E. J.; Mendes, Alexandra ; Paiva, Ana C. R. ; Cammaerts, Felix; Snoeck, Monique; Saadatmand, Mehrdad; Tramontana, Porfirio;
PUBLISHED: 2026, SOURCE: ACM TRANSACTIONS ON COMPUTING EDUCATION, VOLUME: 26, ISSUE: 1, PAGES: 1-36
60
TITLE: Towards Utilizing Robust Radiance Fields for 3D Reconstruction of Breast Aesthetics
AUTHORS: Pinto, Goncalo; Zolfagharnasab, Mohammad Hossein ; Teixeira, Luis F. ; Cruz, Helena; Cardoso, Maria J.; Cardoso, Jaime S. ;
PUBLISHED: 2026, SOURCE: 2nd Deep Breast Workshop on Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care-Deep-Breath in ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025, VOLUME: 16142, PAGES: 279-288

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