Artificial Intelligence and Computer Science Laboratory (LIACC)
Laboratório de Inteligência Artificial e Ciência de Computadores
AuthID: I-000-18J
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
No data about last update.
Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 2962
85 Team MembersFilters -> Year: 2025
1
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
INDEXED IN: 
DBLP
DBLP2
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
INDEXED IN: DBLP
DBLP3
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
INDEXED IN: DBLP
DBLP4
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
INDEXED IN: DBLP
DBLP5
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
INDEXED IN: DBLP
DBLP6
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
INDEXED IN: DBLP
DBLP7
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
INDEXED IN: DBLP
DBLP8
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
INDEXED IN: DBLP
DBLP9
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
INDEXED IN: DBLP
DBLP10
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
INDEXED IN: DBLP
DBLP11
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
12
TITLE: A quantitative approach to global state composition
AUTHORS: Alves, Sandra ; Kesner, Delia; Ramos, Miguel ;
PUBLISHED: 2025, SOURCE: MATHEMATICAL STRUCTURES IN COMPUTER SCIENCE, VOLUME: 35
AUTHORS: Alves, Sandra ; Kesner, Delia; Ramos, Miguel ;
PUBLISHED: 2025, SOURCE: MATHEMATICAL STRUCTURES IN COMPUTER SCIENCE, VOLUME: 35
INDEXED IN: 
Scopus 
WOS
Scopus WOS13
TITLE: A Reinforcement Learning Based Recommender System Framework for Web Apps: Radio and Game Aggregators Scenarios
AUTHORS: Batista, Andre; Jose M Torres ; Sobral, Pedro; Moreira, Rui S. ; Christophe Soares ; Pereira, Ivo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967, PAGES: 421-434
AUTHORS: Batista, Andre; Jose M Torres ; Sobral, Pedro; Moreira, Rui S. ; Christophe Soares ; Pereira, Ivo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967, PAGES: 421-434
14
TITLE: A Roadmap for Integrating Sustainability into Software Engineering Education Full Text
AUTHORS: Moreira, Ana; Lago, Patricia; Heldal, Rogardt; Betz, Stefanie; Brooks, Ian; Capilla, Rafael; Constantin, Vlad; Duboc, Leticia; Fernandes, Joao Paulo ; Leifler, Ola; Nguyen, Ngoc Thanh; Oyedeji, Shola; Penzenstadler, Birgit; Peters, Anne Kathrin; Porras, Jari; Venters, Colin C.;
PUBLISHED: 2025, SOURCE: ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, VOLUME: 34, ISSUE: 5, PAGES: 139:1-139:27
AUTHORS: Moreira, Ana; Lago, Patricia; Heldal, Rogardt; Betz, Stefanie; Brooks, Ian; Capilla, Rafael; Constantin, Vlad; Duboc, Leticia; Fernandes, Joao Paulo ; Leifler, Ola; Nguyen, Ngoc Thanh; Oyedeji, Shola; Penzenstadler, Birgit; Peters, Anne Kathrin; Porras, Jari; Venters, Colin C.;
PUBLISHED: 2025, SOURCE: ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, VOLUME: 34, ISSUE: 5, PAGES: 139:1-139:27
15
TITLE: A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research
AUTHORS: Gomes, Claudio; Fernandes, Joao paulo ; Falcao, Gabriel; Kar, Soummya; Tayur, Sridhar;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 3, PAGES: 66:1-66:35
AUTHORS: Gomes, Claudio; Fernandes, Joao paulo ; Falcao, Gabriel; Kar, Soummya; Tayur, Sridhar;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 3, PAGES: 66:1-66:35
16
TITLE: Acceptance Test Generation with Large Language Models: An Industrial Case Study
AUTHORS: Ferreira, Margarida; Viegas, Luis; Faria, Joao Pascoal ; Lima, Bruno ;
PUBLISHED: 2025, SOURCE: 6th International Conference on Automation of Software Test-AST-Annual in 2025 IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATION OF SOFTWARE TEST, AST, PAGES: 1-11
AUTHORS: Ferreira, Margarida; Viegas, Luis; Faria, Joao Pascoal ; Lima, Bruno ;
PUBLISHED: 2025, SOURCE: 6th International Conference on Automation of Software Test-AST-Annual in 2025 IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATION OF SOFTWARE TEST, AST, PAGES: 1-11
17
TITLE: Addressing imperfect symmetry: A novel symmetry-learning actor-critic extension Full Text
AUTHORS: Abreu, Miguel; Reis, Luis Paulo ; Lau, Nuno;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 614, PAGES: 128771
AUTHORS: Abreu, Miguel; Reis, Luis Paulo ; Lau, Nuno;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 614, PAGES: 128771
18
TITLE: An Exploratory Study of ML Sketches and Visual Code Assistants
AUTHORS: Gomes, Luis F.; Hellendoorn, Vincent J.; Aldrich, Jonathan; Abreu, Rui ;
PUBLISHED: 2025, SOURCE: 47th International Conference on Software Engineering-ICSE in 2025 IEEE/ACM 47TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ICSE, VOLUME: abs/2412.13386, PAGES: 1653-1664
AUTHORS: Gomes, Luis F.; Hellendoorn, Vincent J.; Aldrich, Jonathan; Abreu, Rui ;
PUBLISHED: 2025, SOURCE: 47th International Conference on Software Engineering-ICSE in 2025 IEEE/ACM 47TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ICSE, VOLUME: abs/2412.13386, PAGES: 1653-1664
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP19
TITLE: Artificial Intelligence for Control in Laser-Based Additive Manufacturing: A Systematic Review
AUTHORS: Sousa, Joao; Brandau, Benedikt; Darabi, Roya; Sousa, Armando ; Brueckner, Frank; Reis, Ana ; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 30845-30860
AUTHORS: Sousa, Joao; Brandau, Benedikt; Darabi, Roya; Sousa, Armando ; Brueckner, Frank; Reis, Ana ; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 30845-30860
20
TITLE: Automatic Generation of Loop Invariants in Dafny with Large Language Models
AUTHORS: Faria, Joao Pascoal ; Trigo, Emanuel; Abreu, Rui ;
PUBLISHED: 2025, SOURCE: 11th International Conference on Fundamentals of Software Engineering-FSEN in FUNDAMENTALS OF SOFTWARE ENGINEERING, FSEN 2025, VOLUME: 15593, PAGES: 138-154
AUTHORS: Faria, Joao Pascoal ; Trigo, Emanuel; Abreu, Rui ;
PUBLISHED: 2025, SOURCE: 11th International Conference on Fundamentals of Software Engineering-FSEN in FUNDAMENTALS OF SOFTWARE ENGINEERING, FSEN 2025, VOLUME: 15593, PAGES: 138-154
