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.
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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: 2938
85 Team MembersFilters -> Year: 2025
1
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Francisco Dos Santos Viana; Bianca Valéria Lopes Pereira; Moises Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 464-476
AUTHORS: Francisco Dos Santos Viana; Bianca Valéria Lopes Pereira; Moises Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 464-476
INDEXED IN: 
Scopus 
CrossRef
Scopus CrossRef2
TITLE: Subgroup Discovery Using Model Uncertainty: A Feasibility Study
AUTHORS: Ana Cravidão Pereira; Duarte Folgado; Marília Barandas; Carlos Soares ; André Carreiro;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 505-517
AUTHORS: Ana Cravidão Pereira; Duarte Folgado; Marília Barandas; Carlos Soares ; André Carreiro;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 505-517
INDEXED IN: Scopus CrossRef
Scopus CrossRef3
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
4
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
5
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
6
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
7
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
8
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 DBLP9
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
10
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
11
TITLE: Bi-LSTM Neural Networks for Traffic Flow Prediction: An Empirical Evaluation
AUTHORS: Alves, Bernardo Amorim; Fontes, Tania ; Rossetti, Rosaldo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 233-245
AUTHORS: Alves, Bernardo Amorim; Fontes, Tania ; Rossetti, Rosaldo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 233-245
12
TITLE: Can Llama 3 Accurately Assess Readability? A Comparative Study Using Lead Sections from Wikipedia
AUTHORS: Rodrigues, Jose Frederico; Cardoso, Henrique Lopes; Lopes, Carla Teixeira ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Research Challenges in Information Science-RCIS-Annual in RESEARCH CHALLENGES IN INFORMATION SCIENCE, RCIS 2025, PT II, VOLUME: 548, PAGES: 89-97
AUTHORS: Rodrigues, Jose Frederico; Cardoso, Henrique Lopes; Lopes, Carla Teixeira ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Research Challenges in Information Science-RCIS-Annual in RESEARCH CHALLENGES IN INFORMATION SCIENCE, RCIS 2025, PT II, VOLUME: 548, PAGES: 89-97
13
TITLE: ChatGPT as a catalyst for Critical and Creative Thinking; [ChatGPT como catalisador do Pensamento Crítico e Criativo]; [ChatGPT como catalizador del Pensamiento Crítico y Creativo] Full Text
AUTHORS: Rosa Sandra Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20
AUTHORS: Rosa Sandra Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20
INDEXED IN: Scopus
Scopus14
TITLE: ChatGPT como catalisador do Pensamento Crítico e Criativo Full Text
AUTHORS: Sandra Rosa Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20, ISSUE: 2025, PAGES: 1-23
AUTHORS: Sandra Rosa Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20, ISSUE: 2025, PAGES: 1-23
INDEXED IN: CrossRef
CrossRef15
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Roque, Luis; Cerqueira, Vitor ; Soares, Carlos; Torgo, Luis ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, VOLUME: 39, ISSUE: 19, PAGES: 20192-20199
AUTHORS: Roque, Luis; Cerqueira, Vitor ; Soares, Carlos; Torgo, Luis ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, VOLUME: 39, ISSUE: 19, PAGES: 20192-20199
16
TITLE: Comparative Study on Curiosity with Attention, Memory and Empowerment
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Autonomous Robot Systems and Competitions-ICARSC-Annual in 2025 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, ISSUE: 2025, PAGES: 92-97
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Autonomous Robot Systems and Competitions-ICARSC-Annual in 2025 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, ISSUE: 2025, PAGES: 92-97
17
TITLE: Comparing Aggregated and Separate Models for Crowd Density Forecasting
AUTHORS: Sardinha, Iohan; Rocha, Ana Paula ; Rossetti, Rosaldo J. F. ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967, PAGES: 386-397
AUTHORS: Sardinha, Iohan; Rocha, Ana Paula ; Rossetti, Rosaldo J. F. ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967, PAGES: 386-397
18
TITLE: Cross-genre argument mining: Can language models automatically fill in missing discourse markers?
AUTHORS: Rocha, Gil; Cardoso, Henrique Lopes ; Belouadi, Jonas; Eger, Steffen;
PUBLISHED: 2025, SOURCE: ARGUMENT & COMPUTATION, VOLUME: 16, ISSUE: 1, PAGES: 3-35
AUTHORS: Rocha, Gil; Cardoso, Henrique Lopes ; Belouadi, Jonas; Eger, Steffen;
PUBLISHED: 2025, SOURCE: ARGUMENT & COMPUTATION, VOLUME: 16, ISSUE: 1, PAGES: 3-35
19
TITLE: Decoding Mental States in Social Cognition: Insights from Explainable Artificial Intelligence on HCP fMRI Data
AUTHORS: dos Santos, Jose Diogo Marques; Reis, Luis Paulo ; Marques dos Santos, José Paulo ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING AND KNOWLEDGE EXTRACTION, VOLUME: 7, ISSUE: 1, PAGES: 17
AUTHORS: dos Santos, Jose Diogo Marques; Reis, Luis Paulo ; Marques dos Santos, José Paulo ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING AND KNOWLEDGE EXTRACTION, VOLUME: 7, ISSUE: 1, PAGES: 17
20
TITLE: Defining quality in peer review reports: a scoping review Full Text
AUTHORS: Sizo, Amanda; Lino, Adriano; Rocha, Alvaro; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 67, ISSUE: 8, PAGES: 6413-6460
AUTHORS: Sizo, Amanda; Lino, Adriano; Rocha, Alvaro; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 67, ISSUE: 8, PAGES: 6413-6460
