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: 3644
86 Team MembersFilters -> Year: 2026
61
TITLE: GASTeNv2: Generative Adversarial Stress Testing Networks with Gaussian Loss
AUTHORS: Teixeira, Catia; Gomes, Ines; Cunha, Luis; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 261-272
AUTHORS: Teixeira, Catia; Gomes, Ines; Cunha, Luis; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 261-272
62
TITLE: Gen-JEMA: enhanced explainability using generative joint embedding multimodal alignment for monitoring directed energy deposition Full Text
AUTHORS: Ferreira, Jose; Darabi, Roya; Sousa, Armando ; Brueckner, Frank; Reis, Luis Paulo; Reis, Ana ; Tavares, Joao Manuel R. S.; Sousa, Joao;
PUBLISHED: 2025, SOURCE: JOURNAL OF INTELLIGENT MANUFACTURING
AUTHORS: Ferreira, Jose; Darabi, Roya; Sousa, Armando ; Brueckner, Frank; Reis, Luis Paulo; Reis, Ana ; Tavares, Joao Manuel R. S.; Sousa, Joao;
PUBLISHED: 2025, SOURCE: JOURNAL OF INTELLIGENT MANUFACTURING
63
TITLE: Generating Large Semi-Synthetic Graphs of Any Size
AUTHORS: Rodrigo Tuna; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.02166
AUTHORS: Rodrigo Tuna; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.02166
INDEXED IN: 
DBLP
DBLP64
TITLE: HEALTH SCIENCES STUDENTS’ ATTITUDES TOWARDS STATISTICS
AUTHORS: Rui Esteves Pimenta; Sandra Maria Alves ; Ana Paula Nascimento ; Brígida Mónica Faria ; Ilídio Pereira; Janete Borges; João Paulo Martins;
PUBLISHED: 2025, SOURCE: EDULEARN Proceedings - EDULEARN25 Proceedings, VOLUME: 1, PAGES: 7629-7635
AUTHORS: Rui Esteves Pimenta; Sandra Maria Alves ; Ana Paula Nascimento ; Brígida Mónica Faria ; Ilídio Pereira; Janete Borges; João Paulo Martins;
PUBLISHED: 2025, SOURCE: EDULEARN Proceedings - EDULEARN25 Proceedings, VOLUME: 1, PAGES: 7629-7635
INDEXED IN: 
CrossRef
CrossRef65
TITLE: Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data
AUTHORS: Teixeira, Cala; Gomes, Ines; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090, PAGES: 476-491
AUTHORS: Teixeira, Cala; Gomes, Ines; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090, PAGES: 476-491
66
TITLE: Human-in-the-loop Multi-objective Bayesian Optimization for Directed Energy Deposition with in-situ monitoring
AUTHORS: Sousa, Joao; Sousa, Armando ; Brueckner, Frank; Reis, Luis Paulo ; Reis, Ana ;
PUBLISHED: 2025, SOURCE: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, VOLUME: 92, PAGES: 102892
AUTHORS: Sousa, Joao; Sousa, Armando ; Brueckner, Frank; Reis, Luis Paulo ; Reis, Ana ;
PUBLISHED: 2025, SOURCE: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, VOLUME: 92, PAGES: 102892
67
TITLE: JEMA-SINDYc: End-to-end Control using Joint Embedding Multimodal Alignment in Directed Energy Deposition
AUTHORS: Sousa, Joao; Brandau, Benedikt; Hemschik, Rico; Darabi, Roya; Sousa, Armando ; Reis, Luis Paulo ; Brueckner, Frank; Reis, Ana;
PUBLISHED: 2025, SOURCE: ADDITIVE MANUFACTURING, VOLUME: 109, PAGES: 104888
AUTHORS: Sousa, Joao; Brandau, Benedikt; Hemschik, Rico; Darabi, Roya; Sousa, Armando ; Reis, Luis Paulo ; Brueckner, Frank; Reis, Ana;
PUBLISHED: 2025, SOURCE: ADDITIVE MANUFACTURING, VOLUME: 109, PAGES: 104888
68
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
DBLP69
TITLE: Latency and cost-aware consumer group autoscaling in message broker systems
AUTHORS: Landau, Diogo; Saurabh, Nishant; Andrade, Xavier; Barbosa, Jorge G. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, VOLUME: 201, PAGES: 105071
AUTHORS: Landau, Diogo; Saurabh, Nishant; Andrade, Xavier; Barbosa, Jorge G. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, VOLUME: 201, PAGES: 105071
70
TITLE: Leveraging LLMs to Streamline the Review of Public Funding Applications
AUTHORS: Joao D S Marques; André V Duarte; André Mendes Marques de Carvalho; Gil Rocha ; Bruno Martins; Arlindo L Oliveira;
PUBLISHED: 2025, SOURCE: EMNLP (Industry Track), PAGES: 2041-2060
AUTHORS: Joao D S Marques; André V Duarte; André Mendes Marques de Carvalho; Gil Rocha ; Bruno Martins; Arlindo L Oliveira;
PUBLISHED: 2025, SOURCE: EMNLP (Industry Track), PAGES: 2041-2060
71
TITLE: Leveraging Risk Models to Improve Productivity for Effective Code Un-Freeze at Scale Full Text
AUTHORS: Audris Mockus; Rui Abreu ; Peter C Rigby; David Amsallem; Parveen Bansal; Kaavya Chinniah; Brian Ellis; Peng Fan; Jun Ge; Bingjie He; Kelly Hirano; Sahil Kumar; Ajay Lingapuram; Andrew Loe; Megh Mehta; Venus Montes; Maher Saba; Gursharan Singh; Matt Steiner; Weiyan Sun; ...More
PUBLISHED: 2025, SOURCE: ACM Transactions on Software Engineering and Methodology
AUTHORS: Audris Mockus; Rui Abreu ; Peter C Rigby; David Amsallem; Parveen Bansal; Kaavya Chinniah; Brian Ellis; Peng Fan; Jun Ge; Bingjie He; Kelly Hirano; Sahil Kumar; Ajay Lingapuram; Andrew Loe; Megh Mehta; Venus Montes; Maher Saba; Gursharan Singh; Matt Steiner; Weiyan Sun; ...More
PUBLISHED: 2025, SOURCE: ACM Transactions on Software Engineering and Methodology
INDEXED IN: CrossRef
CrossRef72
TITLE: Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11, PAGES: 251
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11, PAGES: 251
73
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in ECML/PKDD (10), VOLUME: 16022, PAGES: 427-431
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in ECML/PKDD (10), VOLUME: 16022, PAGES: 427-431
INDEXED IN: 
Scopus DBLP
Scopus DBLP74
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Soares, Carlos ; Azevedo, Paulo J. ; Cerqueira, Vitor; Torgor, Luis ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090, PAGES: 255-269
AUTHORS: Soares, Carlos ; Azevedo, Paulo J. ; Cerqueira, Vitor; Torgor, Luis ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090, PAGES: 255-269
75
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669, PAGES: 343-357
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669, PAGES: 343-357
76
TITLE: METAFORE: algorithm selection for decomposition-based forecasting combinations
AUTHORS: Santos, Moises; de Carvalho, Andre; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1827-1840
AUTHORS: Santos, Moises; de Carvalho, Andre; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1827-1840
INDEXED IN: Scopus 
WOS DBLP
Scopus WOS DBLP77
TITLE: Methodology and Challenges of Implementing Advanced Technological Solutions in Small and Medium Shipyards: The Case Study of the Mari4_YARD Project Full Text
AUTHORS: Grazi, Lorenzo; Alonso, Abel Feijoo; Gasiorek, Adam; Llopis, Afra Maria Pertusa; Grajeda, Alejandro; Kanakis, Alexandros; Vidal, Ana Rodriguez; Parri, Andrea; Vidal, Felix; Ergas, Ioannis; Zeljkovic, Ivana; Dura, Javier Pamies; Mein, Javier Perez; Katsampiris Salgado, Konstantinos; Rocha, Luis F. ; Rodriguez, Lorena Nunez; Marcelo R. Petry ; Neufeld, Michal; Dimitropoulos, Nikos; Koester, Nina; ...More
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 8, PAGES: 1597
AUTHORS: Grazi, Lorenzo; Alonso, Abel Feijoo; Gasiorek, Adam; Llopis, Afra Maria Pertusa; Grajeda, Alejandro; Kanakis, Alexandros; Vidal, Ana Rodriguez; Parri, Andrea; Vidal, Felix; Ergas, Ioannis; Zeljkovic, Ivana; Dura, Javier Pamies; Mein, Javier Perez; Katsampiris Salgado, Konstantinos; Rocha, Luis F. ; Rodriguez, Lorena Nunez; Marcelo R. Petry ; Neufeld, Michal; Dimitropoulos, Nikos; Koester, Nina; ...More
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 8, PAGES: 1597
78
TITLE: Modelradar: aspect-based forecast evaluation
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10, PAGES: 229
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10, PAGES: 229
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP79
TITLE: Multi-Neural Network Localisation System with Regression and Classification on Football Autonomous Robots Full Text
AUTHORS: Lopes, Carolina Coelho; Ribeiro, Antonio; Ribeiro, Tiago; Lopes, Gil ; Ribeiro, A. Fernando;
PUBLISHED: 2025, SOURCE: AI, VOLUME: 6, ISSUE: 2, PAGES: 27
AUTHORS: Lopes, Carolina Coelho; Ribeiro, Antonio; Ribeiro, Tiago; Lopes, Gil ; Ribeiro, A. Fernando;
PUBLISHED: 2025, SOURCE: AI, VOLUME: 6, ISSUE: 2, PAGES: 27
80
TITLE: MuscLab: A Flexible and Elastic e-Textile Band for Monitoring Muscle Contraction Full Text
AUTHORS: Moreira, Luis; Figueiredo, Joana; Santos, Cristina P. ;
PUBLISHED: 2025, SOURCE: IEEE SENSORS JOURNAL, VOLUME: 25, ISSUE: 6, PAGES: 9478-9485
AUTHORS: Moreira, Luis; Figueiredo, Joana; Santos, Cristina P. ;
PUBLISHED: 2025, SOURCE: IEEE SENSORS JOURNAL, VOLUME: 25, ISSUE: 6, PAGES: 9478-9485
