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
161
TITLE: SchoolAIR: A Citizen Science IoT Framework Using Low-Cost Sensing for Indoor Air Quality Management
AUTHORS: Barros, Nelson; Sobral, Pedro ; Moreira, Rui S. ; Vargas, Joao; Fonseca, Ana ; Abreu, Isabel; Guerreiro, Maria Simas ;
PUBLISHED: 2024, SOURCE: SENSORS, VOLUME: 24, ISSUE: 1, PAGES: 148
162
TITLE: Shapley Value-based Data Valuation for Machine Learning Data Markets
AUTHORS: Hajar Baghcheband; Carlos Soares; Luis Paulo Reis ;
PUBLISHED: 2024
163
TITLE: Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM)
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 27th International Symposium on Methodologies for Intelligent Systems (ISMIS) in FOUNDATIONS OF INTELLIGENT SYSTEMS, ISMIS 2024, VOLUME: 14670, PAGES: 170-177
164
TITLE: Simulation of a Total Knee Arthroplasty System Based on Extended Reality
AUTHORS: Lopes, Catarina ; Sousa, Armando ; Vilaca, Adelio; Santos, Cristina P.; Reis, Luis Paulo ; Joaquim Mendes ;
PUBLISHED: 2024, SOURCE: IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH) in 2024 IEEE 12TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH 2024, VOLUME: 26, PAGES: 1-8
165
TITLE: Sleep Quality of Heavy Vehicles’ Professional Drivers: An Analysis Based on Self-Perceived Feedback
AUTHORS: Brigida Monica Faria ; Tatiana Lopes; Alexandra Oliveira; Rui Pimenta; Joaquim Gonçalves; Victor Carvalho; Marta Gonçalves; Luis Paulo Reis ;
PUBLISHED: 2024, SOURCE: Sleep and Vigilance, VOLUME: 8, ISSUE: 2, PAGES: 193-200
166
TITLE: Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 15th International Conference on Agents and Artificial Intelligence (ICAART) in AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2023, VOLUME: 14546, PAGES: 223-243
167
TITLE: Sustainability in Computing Education: A Systematic Literature Review
AUTHORS: Peters, Anne Kathrin; Capilla, Rafael; Coroama, Vlad Constantin; Heldal, Rogardt; Lago, Patricia; Leifler, Ola; Moreira, Ana; Fernandes, Joao Paulo ; Penzenstadler, Birgit; Porras, Jari; Venters, Colin C.;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON COMPUTING EDUCATION, VOLUME: 24, ISSUE: 1, PAGES: 1-53
168
TITLE: Sustainability in Computing Education: A Systematic Literature Review
AUTHORS: Anne Kathrin Peters; Rafael Capilla; Vlad C Coroama; Rogardt Heldal; Patricia Lago; Ola Leifler; Ana Moreira; João Paulo Fernandes ; Birgit Penzenstadler; Jari Porras; Colin C Venters;
PUBLISHED: 2024, SOURCE: ACM Trans. Comput. Educ., VOLUME: 24, ISSUE: 1, PAGES: 13:1-13:53
169
TITLE: Symbolic Data Analysis to Improve Completeness of Model Combination Methods
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 107-119
170
TITLE: Synthetic Data Outliers: Navigating Identity Disclosure
AUTHORS: Trindade, Carolina; Antunes, Luis ; Carvalho, Tania; Moniz, Nuno;
PUBLISHED: 2024, SOURCE: International Conference on Privacy in Statistical Databases (PSD) in PRIVACY IN STATISTICAL DATABASES, PSD 2024, VOLUME: 14915, PAGES: 240-253
171
TITLE: Systematic Analysis of the Impact of Label Noise Correction on ML Fairness
AUTHORS: Oliveira e Silva, Ines; Soares, Carlos ; Sousa, Ines; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 173-184
172
TITLE: Tabular data generation with tensor contraction layers and transformers
AUTHORS: Aníbal Silva; André Restivo ; Moisés Santos; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.05390
173
TITLE: The Impact of a Live Refactoring Environment on Software Development
AUTHORS: Fernandes, Sara; Aguiar, Ademar ; André Restivo ;
PUBLISHED: 2024, SOURCE: 44th International Conference on Software Engineering: Companion Proceedings in 2024 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS, ICSE-COMPANION 2024, PAGES: 337-338
174
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira ; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II, VOLUME: 14968, PAGES: 335-346
175
TITLE: Towards Algebraic Subtyping for Extensible Records
AUTHORS: Rodrigo Marques; Mário Florido ; Pedro B Vasconcelos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.06747
176
TITLE: Trading Runtime for Energy Efficiency Leveraging Power Caps to Save Energy across Programming Languages
AUTHORS: Cunha, Simao; Silva, Luis; Saraiva, Joao ; Fernandes, Joao Paulo ;
PUBLISHED: 2024, SOURCE: 17th ACM SIGPLAN International Conference on Software Language Engineering (SLE) in PROCEEDINGS OF THE 17TH ACM SIGPLAN INTERNATIONAL CONFERENCE ON SOFTWARE LANGUAGE ENGINEERING, SLE 2024, VOLUME: 3, PAGES: 130-142
177
TITLE: Using Deep Learning for 2D Primitive Perception with a Noisy Robotic LiDAR
AUTHORS: Brito, Antonia; Sousa, Pedro; Couto, Ana; Leao, Goncalo ; Reis, Luis Paulo ; Sousa, Armando ;
PUBLISHED: 2024, SOURCE: 7th Iberian Robotics Conference in 2024 7TH IBERIAN ROBOTICS CONFERENCE, ROBOT 2024, PAGES: 1-6
178
TITLE: Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage
AUTHORS: Sousa, Joaquim J. ; Lin, Jiahui; Wang, Qun; Liu, Guang; Fan, Jinghui; Bai, Shibiao; Zhao, Hongli; Pan, Hongyu; Wei, Wenjing; Rittlinger, Vanessa; Mayrhofer, Peter; Sonnenschein, Ruth; Steger, Stefan; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: GEO-SPATIAL INFORMATION SCIENCE, VOLUME: 27, ISSUE: 3, PAGES: 552-571
179
TITLE: Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database
AUTHORS: Moreira, Diogo Oliveira; Reis, Luis Paulo ; Cortez, Paulo ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 182296-182309
180
TITLE: Using Recurrent Neural Networks to improve initial conditions for a solar wind forecasting model
AUTHORS: Filipa S. Barros ; Graca, Paula A. ; Lima, J. J. G. ; Pinto, Rui F.; André Restivo ; Villa, Murillo ;
PUBLISHED: 2024, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 133, PAGES: 108266

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