Artificial Intelligence and Computer Science Laboratory (LIACC)
Laboratório de Inteligência Artificial e Ciência de Computadores

AuthID: I-000-18J

External   Internal

Publications Count: 2938

85 Team Members
Filters -> 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
2
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
3
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
4
TITLE: A Roadmap for Integrating Sustainability into Software Engineering Education
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
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
7
TITLE: Addressing imperfect symmetry: A novel symmetry-learning actor-critic extension
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
9
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
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
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
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
13
14
TITLE: ChatGPT como catalisador do Pensamento Crítico e Criativo
AUTHORS: Sandra Rosa Paiva; António Pedro Costa; Luís Paulo Reis ;
PUBLISHED: 2025, SOURCE: Praxis Educativa, VOLUME: 20, ISSUE: 2025, PAGES: 1-23
15
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
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
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
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
19
20
TITLE: Defining quality in peer review reports: a scoping review
AUTHORS: Sizo, Amanda; Lino, Adriano; Rocha, Alvaro; Reis, Luis Paulo ;
PUBLISHED: 2025, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 67, ISSUE: 8, PAGES: 6413-6460

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