Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática
AuthID: I-000-0K9 Publications Count: 4709
62 Team MembersFilters -> Year: 2026
21
TITLE: Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro ; Soares, Carlos ; Bizarro, Pedro;
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, ECML PKDD 2025, PT IX, VOLUME: 16021, PAGES: 230-246
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro ; Soares, Carlos ; Bizarro, Pedro;
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, ECML PKDD 2025, PT IX, VOLUME: 16021, PAGES: 230-246
22
TITLE: Evidence-Based Activism and Knowledge Co-production: A Case Study of Online Communities on Therapeutic Cannabis
AUTHORS: Teixeira, Alice Rangel; Lopes, Carla Teixeira ;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 1, VOLUME: 1514, PAGES: 349-360
AUTHORS: Teixeira, Alice Rangel; Lopes, Carla Teixeira ;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 1, VOLUME: 1514, PAGES: 349-360
23
TITLE: Generative AI as a Catalyst for Collaborative Knowledge Management: Impacts Across Individual, Intra, and Inter-organizational Levels
AUTHORS: Silva, Rosalina Ribeiro; Silva, Henrique Diogo; Soares, Antonio Lucas ;
PUBLISHED: 2026, SOURCE: 26th Conference on Virtual Enterprises-PRO-VE-Annual in HYBRID HUMAN-AI COLLABORATIVE NETWORKS, PRO-VE 2025, PT II, VOLUME: 771, PAGES: 85-101
AUTHORS: Silva, Rosalina Ribeiro; Silva, Henrique Diogo; Soares, Antonio Lucas ;
PUBLISHED: 2026, SOURCE: 26th Conference on Virtual Enterprises-PRO-VE-Annual in HYBRID HUMAN-AI COLLABORATIVE NETWORKS, PRO-VE 2025, PT II, VOLUME: 771, PAGES: 85-101
24
TITLE: High Frequency Ultrasonic Condition Monitoring Framework Based on Edge-Computing and Telemetry Stack Approach
AUTHORS: Spencer, Geoffrey; Torres, Pedro M. B.; Pinto, Vitor H.; Gil Gonçalves ;
PUBLISHED: 2026, SOURCE: MACHINES, VOLUME: 14, ISSUE: 3, PAGES: 270
AUTHORS: Spencer, Geoffrey; Torres, Pedro M. B.; Pinto, Vitor H.; Gil Gonçalves ;
PUBLISHED: 2026, SOURCE: MACHINES, VOLUME: 14, ISSUE: 3, PAGES: 270
25
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
26
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
27
TITLE: Identifying Testing Strategies in Conceptual Modelling Education
AUTHORS: Felix Cammaerts; Porfirio Tramontana; Nuno Flores ; Niels Doorn; Anna Rita Fasolino; Beatriz Marin; Ana C R Paiva; Tanja E J Vos; Monique Snoeck;
PUBLISHED: 2026
AUTHORS: Felix Cammaerts; Porfirio Tramontana; Nuno Flores ; Niels Doorn; Anna Rita Fasolino; Beatriz Marin; Ana C R Paiva; Tanja E J Vos; Monique Snoeck;
PUBLISHED: 2026
28
TITLE: Infragenie: Living Software Architecture Diagrams From Docker Compose Files
AUTHORS: Ferreira, Ricardo; Correia, Filipe F. ; Queiroz, Paulo G. G.;
PUBLISHED: 2026, SOURCE: 19th European Conference on Software Architecture-ECSA-Annual in SOFTWARE ARCHITECTURE. ECSA 2025 TRACKS AND WORKSHOPS, VOLUME: 15982, PAGES: 12-20
AUTHORS: Ferreira, Ricardo; Correia, Filipe F. ; Queiroz, Paulo G. G.;
PUBLISHED: 2026, SOURCE: 19th European Conference on Software Architecture-ECSA-Annual in SOFTWARE ARCHITECTURE. ECSA 2025 TRACKS AND WORKSHOPS, VOLUME: 15982, PAGES: 12-20
29
TITLE: Learning to Listen, Listening to Learn
AUTHORS: Bernardes, Gilberto ;
PUBLISHED: 2026, SOURCE: JOURNAL OF MATHEMATICS AND MUSIC
AUTHORS: Bernardes, Gilberto ;
PUBLISHED: 2026, SOURCE: JOURNAL OF MATHEMATICS AND MUSIC
30
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
31
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
32
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
33
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
34
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
35
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
36
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
37
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
38
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
39
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
40
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
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
