Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática
AuthID: I-000-0K9 Publications Count: 4498
56 Team MembersFilters -> Year: 2025
1
TITLE: A framework for supporting the reproducibility of computational experiments in multiple scientific domains
AUTHORS: Lázaro Costa ; Susana Barbosa ; Jácome Cunha ;
PUBLISHED: 2026, SOURCE: Future Gener. Comput. Syst., VOLUME: 174, PAGES: 107924
AUTHORS: Lázaro Costa ; Susana Barbosa ; Jácome Cunha ;
PUBLISHED: 2026, SOURCE: Future Gener. Comput. Syst., VOLUME: 174, PAGES: 107924
2
TITLE: Abnormal Human Behaviour Detection Using Normalising Flows and Attention Mechanisms
AUTHORS: Rodrigues Nogueira, Ana Filipa ; Oliveira, Helder P. ; Teixeira, Luis F. ;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT I, VOLUME: 15937, PAGES: 175-186
AUTHORS: Rodrigues Nogueira, Ana Filipa ; Oliveira, Helder P. ; Teixeira, Luis F. ;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT I, VOLUME: 15937, PAGES: 175-186
3
TITLE: Data Spaces as Enablers of Digital Twin Ecosystems: Challenges and Requirements
AUTHORS: Chaves, Ana Carolina; Alonso, Ana Nunes; Soares, Antonio Lucas ;
PUBLISHED: 2026, SOURCE: 44th International Conference on Advances in Production Management Systems-APMS-Annual in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS. CYBER-PHYSICAL-HUMAN PRODUCTION SYSTEMS: HUMAN-AI COLLABORATION AND BEYOND, APMS 2025, PT V, VOLUME: 768, PAGES: 340-354
AUTHORS: Chaves, Ana Carolina; Alonso, Ana Nunes; Soares, Antonio Lucas ;
PUBLISHED: 2026, SOURCE: 44th International Conference on Advances in Production Management Systems-APMS-Annual in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS. CYBER-PHYSICAL-HUMAN PRODUCTION SYSTEMS: HUMAN-AI COLLABORATION AND BEYOND, APMS 2025, PT V, VOLUME: 768, PAGES: 340-354
4
TITLE: Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution
AUTHORS: Sousa, Pedro; Campai, Diogo; Andrade, Joao; Pereira, Pedro; Goncalves, Tiago ; Teixeira, Luis F. ; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II, VOLUME: 15938, PAGES: 122-133
AUTHORS: Sousa, Pedro; Campai, Diogo; Andrade, Joao; Pereira, Pedro; Goncalves, Tiago ; Teixeira, Luis F. ; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II, VOLUME: 15938, PAGES: 122-133
5
TITLE: Human-Centered Augmented Reality in Manufacturing: Enhancing Efficiency, Accuracy, and Operator Adoption
AUTHORS: Ramalho, Filipa Rente; Soares, Antonio Lucas ; Simoes, Ana Cristina ; Almeida, Antonio Henrique ; Oliveira, Manuel;
PUBLISHED: 2026, SOURCE: 44th International Conference on Advances in Production Management Systems-APMS-Annual in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS. CYBER-PHYSICAL-HUMAN PRODUCTION SYSTEMS: HUMAN-AI COLLABORATION AND BEYOND, APMS 2025, PT I, VOLUME: 764, PAGES: 33-47
AUTHORS: Ramalho, Filipa Rente; Soares, Antonio Lucas ; Simoes, Ana Cristina ; Almeida, Antonio Henrique ; Oliveira, Manuel;
PUBLISHED: 2026, SOURCE: 44th International Conference on Advances in Production Management Systems-APMS-Annual in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS. CYBER-PHYSICAL-HUMAN PRODUCTION SYSTEMS: HUMAN-AI COLLABORATION AND BEYOND, APMS 2025, PT I, VOLUME: 764, PAGES: 33-47
6
TITLE: Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October 27-29, 2025, Proceedings, Part II
AUTHORS: Luis M Camarinha-Matos; Angel Ortiz; Xavier Boucher; Antonio Lucas Soares ;
PUBLISHED: 2026, SOURCE: IFIP Advances in Information and Communication Technology
AUTHORS: Luis M Camarinha-Matos; Angel Ortiz; Xavier Boucher; Antonio Lucas Soares ;
PUBLISHED: 2026, SOURCE: IFIP Advances in Information and Communication Technology
7
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX
AUTHORS: Inês Dutra; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (9), VOLUME: 16021
AUTHORS: Inês Dutra; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (9), VOLUME: 16021
8
TITLE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part X
AUTHORS: Inês Dutra; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz ; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (10), VOLUME: 16022
AUTHORS: Inês Dutra; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz ; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (10), VOLUME: 16022
9
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part I
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 (1), VOLUME: 16013
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 (1), VOLUME: 16013
10
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part II
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 (2), VOLUME: 16014
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 (2), VOLUME: 16014
11
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part III
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 (3), VOLUME: 16015
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 (3), VOLUME: 16015
12
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV
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 (4), VOLUME: 16016
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 (4), VOLUME: 16016
13
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V
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 (5), VOLUME: 16017
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 (5), VOLUME: 16017
14
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI
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 (6), VOLUME: 16018
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 (6), VOLUME: 16018
15
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
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
16
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
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
17
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
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
18
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
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
19
TITLE: Software Testing Education and Industry Needs - Report from the ENACTEST EU Project
AUTHORS: Mehrdad Saadatmand; Abbas Khan; Beatriz Marín; Ana R Paiva ; Nele Van Asch; Graham Moran; Felix Cammaerts; Monique Snoeck; Alexandra Mendes;
PUBLISHED: 2026, SOURCE: 26th International Conference on Product-Focused Software Process Improvement, PROFES 2025 in Lecture Notes in Computer Science, VOLUME: 16362 LNCS, PAGES: 53-68
AUTHORS: Mehrdad Saadatmand; Abbas Khan; Beatriz Marín; Ana R Paiva ; Nele Van Asch; Graham Moran; Felix Cammaerts; Monique Snoeck; Alexandra Mendes;
PUBLISHED: 2026, SOURCE: 26th International Conference on Product-Focused Software Process Improvement, PROFES 2025 in Lecture Notes in Computer Science, VOLUME: 16362 LNCS, PAGES: 53-68
20
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
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
