Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 4670

62 Team Members
Filters -> Year: 2026
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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
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TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Inacio, Ricardo; vitor cerqueira; 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
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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
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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
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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
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TITLE: Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs
AUTHORS: Ahmed A Fares ; João Cezar Mendes Moreira ;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2025 in Lecture Notes in Computer Science, VOLUME: 16239 LNCS, PAGES: 343-348
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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
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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
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TITLE: Stochastic dynamic inventory-routing: A comprehensive review
AUTHORS: Maia, Francisco ; Figueira, Goncalo; Neves Moreira, Fabio ;
PUBLISHED: 2026, SOURCE: COMPUTERS & OPERATIONS RESEARCH, VOLUME: 189, PAGES: 107383
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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
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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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TITLE: Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models
AUTHORS: Patricio, Cristiano ; Barbano, Carlo Alberto; Fiandrotti, Attilio; Renzulli, Riccardo; Grangetto, Marco; Teixeira, Luis F. ; Neves, Joao C.;
PUBLISHED: 2026, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 199, PAGES: 82-89

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