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

AuthID: I-000-18J

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Publications Count: 2912

85 Team Members
Filters -> Year: 2025
81
TITLE: Compiling Haskell for Energy Efficiency: Empirical Analysis of Individual Transformations
AUTHORS: Santos, Bernardo; Fernandes, Joao Paulo; Kirkeby, Maja H. ; Pardo, Alberto;
PUBLISHED: 2024, SOURCE: 39th Annual ACM Symposium on Applied Computing (SAC) in 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024, PAGES: 1104-1113
82
TITLE: Corrector LSTM: built-in training data correction for improved time-series forecasting
AUTHORS: Yassine Baghoussi; Carlos Soares ; João Mendes Moreira ;
PUBLISHED: 2024, SOURCE: Neural Comput. Appl., VOLUME: 36, ISSUE: 26, PAGES: 16213-16231
83
TITLE: Data Science Maturity Model: From Raw Data to Pearl's Causality Hierarchy
AUTHORS: Luís Cavique; Pinheiro, Paulo; Mendes, Armando ;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801, PAGES: 326-335
84
TITLE: Deep Reinforcement Learning Strategies for Noise-Adaptive Qubit Routing
AUTHORS: Pascoal, Goncalo; Fernandes, Joao Paulo; Abreu, Rui ;
PUBLISHED: 2024, SOURCE: 3rd IEEE International Conference on Quantum Software (IEEE QSW) in 2024 IEEE INTERNATIONAL CONFERENCE ON QUANTUM SOFTWARE, IEEE QSW 2024, PAGES: 146-156
85
TITLE: Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese
AUTHORS: Felermino Dário Mário António Ali; Henrique Lopes Cardoso ; Rui Sousa Silva;
PUBLISHED: 2024, SOURCE: Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024 in Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy., PAGES: 4750-4759
86
TITLE: Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification
AUTHORS: Roberto, Guilherme F.; Pereira, Danilo C.; Martins, Alessandro S.; Tosta, Thaina A. A.; Soares, Carlos ; Lumini, Alessandra; Rozendo, Guilherme B.; Neves, Leandro A.; Nascimento, Marcelo Z.;
PUBLISHED: 2024, SOURCE: 26th Iberoamerican Congress on Pattern Recognition (CIARP) in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2023, PT I, VOLUME: 14469, PAGES: 163-177
87
TITLE: Development of the Anthropomorphic Arm for Collaborative and Home Service Robot CHARMIE
AUTHORS: Syed, Fawad A.; Lopes, Gil ; Ribeiro, A. Fernando ;
PUBLISHED: 2024, SOURCE: ACTUATORS, VOLUME: 13, ISSUE: 7, PAGES: 239
88
TITLE: Dynamic and Cooperative Multi-Agent Task Allocation: Enhancing Nash Equilibrium Through Learning
AUTHORS: António Ribeiro da Costa; Daniel Moreno París; Marin Lujak; Rosaldo J F Rossetti ; Zafeiris Kokkinogenis;
PUBLISHED: 2024, SOURCE: 2024 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024 in IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024, Kuching, Malaysia, October 6-10, 2024, PAGES: 1860-1866
89
TITLE: Dynamic Multi-head Attention
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 16th International Conference on Agents and Artificial Intelligence, ICAART 2024 in Agents and Artificial Intelligence - 16th International Conference, ICAART 2024, Rome, Italy, February 24-26, 2024, Revised Selected Papers, Part I, VOLUME: 15591, PAGES: 422-439
90
TITLE: Dynamically Choosing the Number of Heads in Multi-Head Attention
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 16th International Conference on Agents and Artificial Intelligence, ICAART 2024 in Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 2, Rome, Italy, February 24-26, 2024., VOLUME: 2, PAGES: 358-367
91
TITLE: Enhanced User Interaction in Mobility Decision Support Using Explainable Artificial Intelligence
AUTHORS: Luís Valina; Brigida Teixeira; Tiago Pinto ; Zita Vale; Sonia Coelho; Susana Fontes; Arsénio Reis;
PUBLISHED: 2024, SOURCE: 26th International Conference on Human-Computer Interaction, HCII 2024 in HCI International 2024 - Late Breaking Papers - 26th International Conference on Human-Computer Interaction, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part II, VOLUME: 15375, PAGES: 381-390
92
TITLE: Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation
AUTHORS: Moisés Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024 in Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20th, 2024., VOLUME: 3808
93
TITLE: Enhancing experimental image quality in two-phase bubbly systems with super-resolution using generative adversarial networks
AUTHORS: Neves, M. C.; Filgueiras, J.; Kokkinogenis, Z. ; Silva, MCF; Campos, J.B.M. ; Reis, L. P. ;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, VOLUME: 180, PAGES: 104952
94
TITLE: Enhancing Experimental Image Quality in Two-Phase Bubbly Systems with Super-Resolution Using Generative Adversarial Networks
AUTHORS: Miguel Neves; João Filgueiras; Zafeiris Kokkinogenis; Mónica Silva; João Campos; Luis Reis ;
PUBLISHED: 2024
95
TITLE: Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches
AUTHORS: Pedro Strecht ; João Mendes Moreira ; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024 in Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I, VOLUME: 15508, PAGES: 464-478
96
TITLE: Evaluating Deep Neural Networks in Deployment: A Comparative Study (Replicability Study)
AUTHORS: Pinconschi, Eduard; Gopinath, Divya; Abreu, Rui ; Pasareanu, Corina S.;
PUBLISHED: 2024, SOURCE: 33rd ACM SIGSOFT International Conference on Software Testing and Analysis (ISSTA) in PROCEEDINGS OF THE 33RD ACM SIGSOFT INTERNATIONAL SYMPOSIUM ON SOFTWARE TESTING AND ANALYSIS, ISSTA 2024, VOLUME: 2, PAGES: 1300-1311
97
TITLE: Evaluating Diversification in Group Recommendation of Points of Interest
AUTHORS: Jadna Almeida da Cruz; Frederico Araújo Durão; Rosaldo J F Rossetti ;
PUBLISHED: 2024, SOURCE: Proceedings of the 20th International Conference on Web Information Systems and Technologies, WEBIST 2024, Porto, Portugal, November 17-19, 2024., PAGES: 35-46
98
TITLE: Expanding FLORES+ Benchmark for More Low-Resource Settings: Portuguese-Emakhuwa Machine Translation Evaluation
AUTHORS: Felermino Dário Mário António Ali; Henrique Lopes Cardoso ; Rui Sousa Silva;
PUBLISHED: 2024, SOURCE: 9th Conference on Machine Translation, WMT 2024 in Proceedings of the Ninth Conference on Machine Translation, WMT 2024, Miami, FL, USA, November 15-16, 2024, VOLUME: 2024-November, PAGES: 579-592
99
TITLE: Expanding FLORES+ Benchmark for more Low-Resource Settings: Portuguese-Emakhuwa Machine Translation Evaluation
AUTHORS: Felermino Dário Mário António Ali; Henrique Lopes Cardoso ; Rui Sousa Silva;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.11457
100
TITLE: Exploiting Anytime Algorithms for Collaborative Service Execution in Edge Computing
AUTHORS: Nogueira, Luis ; Coelho, Jorge ; Pereira, David;
PUBLISHED: 2024, SOURCE: COMPUTERS, VOLUME: 13, ISSUE: 6, PAGES: 130

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