Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 4089

49 Team Members
Filters -> Year: 2025
221
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Roque, Luis; Soares, Carlos ; Torgo, Luis ;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining in PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024, VOLUME: 25, PAGES: 2491-2499
222
TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: Martins, Lucas; Bravo, Joao; Gomes, Ana Sofia; Soares, Carlos ; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 8th International Joint Conference on Rules and Reasoning (RuleML+RR) in RULES AND REASONING, RULEML+RR 2024, VOLUME: 15183, PAGES: 50-58
223
TITLE: ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection
AUTHORS: Martin Aubard; László Antal; Ana Maria Madureira; Luis F. Teixeira ; Erika Ábrahám;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.10554
224
TITLE: Sampling approaches to reduce very frequent seasonal time series
AUTHORS: Baldo, Afonso; Ferreira, Paulo J. S.; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
225
TITLE: Semantic Asset Administration Shell Towards a Cognitive Digital Twin
AUTHORS: Moreno, Tomas; Sobral, Thiago; Almeida, Antonio ; Soares, Antonio Lucas ; Azevedo, Americo;
PUBLISHED: 2024, SOURCE: 32nd International Conference on Flexible Automation and Intelligent Manufacturing in FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING: ESTABLISHING BRIDGES FOR MORE SUSTAINABLE MANUFACTURING SYSTEMS, FAIM 2023, VOL 2, PAGES: 679-686
226
TITLE: Shapley Value-based Data Valuation for Machine Learning Data Markets
AUTHORS: Hajar Baghcheband; Carlos Soares; Luis Paulo Reis ;
PUBLISHED: 2024
227
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
228
TITLE: SHORT: Evaluating Tools for Enhancing Reproducibility in Computational Scientific Experiments
AUTHORS: Costa, Lazaro; Barbosa, Susana ; Cunha, Jacome ;
PUBLISHED: 2024, SOURCE: 2nd ACM Conference on Reproducibility and Replicability (ACM REP) in PROCEEDINGS OF THE 2ND ACM CONFERENCE ON REPRODUCIBILITY AND REPLICABILITY, ACM REP 2024, PAGES: 46-51
229
TITLE: Simulation of a Total Knee Arthroplasty System Based on Extended Reality
AUTHORS: Lopes, Catarina ; Sousa, A. ; 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
230
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
231
TITLE: Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges
AUTHORS: Martin Aubard; Ana Maria Madureira; Luis F. Teixeira ; José Pinto;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.11840, PAGES: 1-19
232
TITLE: Spatio-Temporal Parallel Transformer Based Model for Traffic Prediction
AUTHORS: Kumar, Rahul; Mendes moreira, Joao ; Chandra, Joydeep;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, VOLUME: 18, ISSUE: 9
233
TITLE: State of the Practice in Software Testing Teaching in Four European Countries
AUTHORS: Tramontana, Porfirio; Marin, Beatriz; Paiva, Ana C. R. ; Mendes, Alexandra ; Vos, Tanja E. J.; Amalfitano, Domenico; Cammaerts, Felix; Snoeck, Monique; Fasolino, Anna Rita;
PUBLISHED: 2024, SOURCE: 17th IEEE International Conference on Software Testing, Verification, and Validation (ICST) in 2024 IEEE CONFERENCE ON SOFTWARE TESTING, VERIFICATION AND VALIDATION, ICST 2024, PAGES: 59-69
234
TITLE: Static and Dynamic Comparison of Mutation Testing Tools for Python
AUTHORS: Guerino, Lucca Renato; Kuroishi, Pedro Henrique; Ramada Paiva, Ana Cristina ; Rizzo Vincenzi, Auri Marcelo;
PUBLISHED: 2024, SOURCE: 23rd Brazilian Symposium on Software Quality in 23TH BRAZILIAN SYMPOSIUM ON SOFTWARE QUALITY, SBQS 2024, PAGES: 199-209
235
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
236
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
237
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
238
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
239
TITLE: Text2Story Lusa: A Dataset for Narrative Analysis in European Portuguese News Articles
AUTHORS: Sérgio Nunes ; Alípio Mário Jorge ; Evelin Amorim ; Hugo O Sousa ; Antonio Leal; Purificação Moura Silvano; Inês Cantante; Ricardo Campos ;
PUBLISHED: 2024, SOURCE: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy., PAGES: 15773-15782
240
TITLE: The creation and impact of visual narratives for science and health communication
AUTHORS: Magalhaes, Joana; Coelho, Antonio ; Jarreau, Paige;
PUBLISHED: 2024, SOURCE: FRONTIERS IN COMMUNICATION, VOLUME: 9

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