Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática
AuthID: I-000-0K9 Publications Count: 4483
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: A Scalable Approach for Unified Large Events Models in Soccer
AUTHORS: Tiago Mendes Neves; Luís Meireles; João Cezar Mendes Moreira ;
PUBLISHED: 2026, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in Lecture Notes in Computer Science, VOLUME: 16022, PAGES: 354-371
AUTHORS: Tiago Mendes Neves; Luís Meireles; João Cezar Mendes Moreira ;
PUBLISHED: 2026, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in Lecture Notes in Computer Science, VOLUME: 16022, PAGES: 354-371
3
TITLE: Data Spaces as Enablers of Digital Twin Ecosystems: Challenges and Requirements
AUTHORS: Ana Carolina Chaves; Ana Nunes Nunes Alonso; António Lucas Soares ;
PUBLISHED: 2026, SOURCE: 44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025 in IFIP Advances in Information and Communication Technology, VOLUME: 768 IFIPAICT, PAGES: 340-354
AUTHORS: Ana Carolina Chaves; Ana Nunes Nunes Alonso; António Lucas Soares ;
PUBLISHED: 2026, SOURCE: 44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025 in IFIP Advances in Information and Communication Technology, VOLUME: 768 IFIPAICT, PAGES: 340-354
4
TITLE: Human-Centered Augmented Reality in Manufacturing: Enhancing Efficiency, Accuracy, and Operator Adoption
AUTHORS: Ramalho, Filipa Rente, FR,; Soares, António Lucas, AL, ; null; Almeida, António Henrique, AH, ; Oliveira, Manuel Fradinho, MF,;
PUBLISHED: 2026, SOURCE: 44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025 in IFIP Advances in Information and Communication Technology, VOLUME: 764 IFIPAICT, PAGES: 33-47
AUTHORS: Ramalho, Filipa Rente, FR,; Soares, António Lucas, AL, ; null; Almeida, António Henrique, AH, ; Oliveira, Manuel Fradinho, MF,;
PUBLISHED: 2026, SOURCE: 44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025 in IFIP Advances in Information and Communication Technology, VOLUME: 764 IFIPAICT, PAGES: 33-47
5
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
6
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
7
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
8
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
9
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
10
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
11
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
12
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
13
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
14
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
15
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
16
TITLE: On Quantitative Solution Iteration in QAlloy
AUTHORS: Pedro Silva; Nuno Macedo ; José Nuno Oliveira;
PUBLISHED: 2026, SOURCE: 11th International Conference on Rigorous State-Based Methods, ABZ 2025 in Lecture Notes in Computer Science, VOLUME: 15728 LNCS, PAGES: 88-105
AUTHORS: Pedro Silva; Nuno Macedo ; José Nuno Oliveira;
PUBLISHED: 2026, SOURCE: 11th International Conference on Rigorous State-Based Methods, ABZ 2025 in Lecture Notes in Computer Science, VOLUME: 15728 LNCS, PAGES: 88-105
17
TITLE: Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models
AUTHORS: Cristiano Patrício; Carlo Alberto Barbano; Attilio Fiandrotti; Riccardo Renzulli; Marco Grangetto; Luís F Teixeira ; João C Neves;
PUBLISHED: 2026, SOURCE: Pattern Recognition Letters, VOLUME: 199, PAGES: 82-89
AUTHORS: Cristiano Patrício; Carlo Alberto Barbano; Attilio Fiandrotti; Riccardo Renzulli; Marco Grangetto; Luís F Teixeira ; João C Neves;
PUBLISHED: 2026, SOURCE: Pattern Recognition Letters, VOLUME: 199, PAGES: 82-89
18
TITLE: A Dataset For Computational Reproducibility
AUTHORS: Lázaro Costa; Susana Barbosa; Jácome Cunha ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2504.08684
AUTHORS: Lázaro Costa; Susana Barbosa; Jácome Cunha ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2504.08684
19
TITLE: A Human-Centric Agent Architecture for Hybrid Industrial Collaboration in Industry 5.0
AUTHORS: José Sousa; Filipe Oliveira; Davide Carneiro; António Soares ; Bruno Silva;
PUBLISHED: 2025, SOURCE: IFIP Advances in Information and Communication Technology - Hybrid Human-AI Collaborative Networks, PAGES: 69-84
AUTHORS: José Sousa; Filipe Oliveira; Davide Carneiro; António Soares ; Bruno Silva;
PUBLISHED: 2025, SOURCE: IFIP Advances in Information and Communication Technology - Hybrid Human-AI Collaborative Networks, PAGES: 69-84
20
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Francisco dos Santos Viana; Bianca Valéria L Pereira; Moisés Santos; Carlos Soares ; Areolino de Almeida Neto;
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: 464-476
AUTHORS: Francisco dos Santos Viana; Bianca Valéria L Pereira; Moisés Santos; Carlos Soares ; Areolino de Almeida Neto;
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: 464-476
