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
301
TITLE: Spectrum-based feature localization for families of systems?
AUTHORS: Michelon, Gabriela K.; Martinez, Jabier; Sotto Mayor, Bruno; Arrieta, Aitor; Assuncao, Wesley K. G.; Abreu, Rui ; Egyed, Alexander;
PUBLISHED: 2023, SOURCE: JOURNAL OF SYSTEMS AND SOFTWARE, VOLUME: 195, PAGES: 111532
302
TITLE: Stereo Based 3D Perception for Obstacle Avoidance in Autonomous Wheelchair Navigation
AUTHORS: Gomes, Bruno; Jose M Torres ; Sobral, Pedro ; Sousa, Armando ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 5th Iberian Robotics Conference (ROBOT) in ROBOT2022: FIFTH IBERIAN ROBOTICS CONFERENCE: ADVANCES IN ROBOTICS, VOL 1, VOLUME: 589, PAGES: 321-332
303
TITLE: Study of Forecasting Methods' Impact in Wholesale Electricity Market Participation
AUTHORS: Brigida Teixeira; Ricardo Faia; Tiago Pinto ; Zita Vale ;
PUBLISHED: 2023, SOURCE: 20th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2023 in Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference, Guimaraes, Portugal, 12-14 July 2023., VOLUME: 741, PAGES: 267-276
304
TITLE: Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2023, SOURCE: Agents and Artificial Intelligence - 15th International Conference, ICAART 2023, Lisbon, Portugal, February 22-24, 2023, Revised Selected Papers, VOLUME: 14546, PAGES: 223-243
305
TITLE: Survey on Privacy-Preserving Techniques for Microdata Publication
AUTHORS: Carvalho, Tania ; Moniz, Nuno ; Faria, Pedro; Antunes, Luis ;
PUBLISHED: 2023, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 55, ISSUE: 14S, PAGES: 309:1-309:42
306
307
TITLE: Tenet: A Flexible Framework for Machine-Learning-based Vulnerability Detection
AUTHORS: Pinconschi, Eduard; Reis, Sofia; Zhang, Chi; Abreu, Rui ; Erdogmus, Hakan; Pasareanu, Corina S.; Jia, Limin;
PUBLISHED: 2023, SOURCE: IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI (CAIN) in 2023 IEEE/ACM 2ND INTERNATIONAL CONFERENCE ON AI ENGINEERING - SOFTWARE ENGINEERING FOR AI, CAIN, PAGES: 102-103
308
TITLE: The Blockchain Technology Applications in Higher Education
AUTHORS: Beatriz Vasconcelos; José Luís Reis ; Alexandre Sousa ; Marques dos Santos, José Paulo ;
PUBLISHED: 2023, SOURCE: 3rd International Conference on Science and Technology Education 2022 - Proceedings in Engineering Mechanics, PAGES: 55-67
309
TITLE: Towards a data privacy-predictive performance trade-off
AUTHORS: Carvalho, Tania ; Moniz, Nuno ; Faria, Pedro; Antunes, Luis ;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 223, PAGES: 119785
310
TITLE: Towards Computer Assisted Compliance Assessment in the Development of Software as a Medical Device
AUTHORS: Sadra Farshid; Bruno Lima ; João Pascoal Faria ;
PUBLISHED: 2023, SOURCE: Proceedings of the 18th International Conference on Software Technologies, ICSOFT 2023, Rome, Italy, July 10-12, 2023., PAGES: 728-735
311
TITLE: Towards Enriched Controllability for Educational Question Generation
AUTHORS: Leite, Bernardo; Cardoso, Henrique Lopes ;
PUBLISHED: 2023, SOURCE: 24th International Conference on Artificial Intelligence in Education (AIED) in ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2023, VOLUME: 13916, PAGES: 786-791
312
TITLE: Towards Enriched Controllability for Educational Question Generation
AUTHORS: Bernardo Leite; Henrique Lopes Cardoso ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14917
313
TITLE: Towards Explaining Shortcut Learning Through Attention Visualization and Adversarial Attacks
AUTHORS: Correia, Pedro Goncalo; Cardoso, Henrique Lopes ;
PUBLISHED: 2023, SOURCE: 24th International Conference on Engineering Applications of Neural Networks (EANN) in 24TH INTERNATIONAL CONFERENCE ON ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EAAAI/EANN 2023, VOLUME: 1826, PAGES: 558-569
314
TITLE: Traffic Light Management for Automated Guided Vehicle Systems using Deep Reinforcement Learning
AUTHORS: Ricardo Cardoso; Zafeiris Kokkinogenis ; Rosaldo F Rossetti; João Emilio Almeida;
PUBLISHED: 2023, SOURCE: 35th European Modeling and Simulation Symposium, EMSS 2023 in European Modeling and Simulation Symposium, EMSS, VOLUME: 2023-September
315
TITLE: tsMorph: generation of semi-synthetic time series to understand algorithm performance
AUTHORS: Moisés Rocha dos Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2312.01344
316
TITLE: Using Deep Learning for Building Stock Classification in Seismic Risk Analysis
AUTHORS: Lopes, Jorge; Gouveia, Feliz; Silva, Vitor; Moreira, Rui S.; Torres, Jose M.; Guerreiro, Maria ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II, VOLUME: 14116, PAGES: 523-534
317
TITLE: Using Deep Learning for Building Stock Classification in Seismic Risk Analysis
AUTHORS: Jorge Lopes; Feliz Gouveia; Vítor Silva; Rui S Moreira; Jose M Torres ; Maria Guerreiro; Luís Paulo Reis ;
PUBLISHED: 2023, SOURCE: Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part II, VOLUME: 14116, PAGES: 523-534
318
TITLE: Using Deep Reinforcement Learning for Navigation in Simulated Hallways
AUTHORS: Leao, Goncalo ; Almeida, Filipe; Trigo, Emanuel; Ferreira, Henrique; Sousa, Armando ; Reis, Luis Paulo ;
PUBLISHED: 2023, SOURCE: IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC) in 2023 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, PAGES: 207-213
319
TITLE: 3D Face Recognition using Inception Networks for Service Robots
AUTHORS: Baixo, Sergio; Ribeiro, Tiago; Lopes, Gil ; Ribeiro, A. Fernando ;
PUBLISHED: 2022, SOURCE: IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC) in 2022 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS (ICARSC), PAGES: 47-52
320
TITLE: A case study comparing machine learning with statistical methods for time series forecasting: size matters
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, VOLUME: 59, ISSUE: 2, PAGES: 415-433

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