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TITLE: Simulating Biases for Interpretable Fairness in Offline and Online Classifiers PDF
AUTHORS: Ricardo Inácio ; Zafeiris Kokkinogenis; vitor cerqueira ; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.10154
INDEXED IN: DBLP arXiv DataCite
32
TITLE: SPATA: Systematic Pattern Analysis for Detailed and Transparent Data Cards
AUTHORS: João Vitorino; Eva Maia; Isabel Praça; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.26640
INDEXED IN: DBLP
33
TITLE: Subgroup Discovery Using Model Uncertainty: A Feasibility Study
AUTHORS: Ana Cravidão Pereira; Duarte Folgado; Marília Barandas; Carlos Soares ; André V Carreiro;
PUBLISHED: 2025, SOURCE: EPIA (1), VOLUME: 16121 LNAI
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
34
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: vitor cerqueira ; Moniz, Nuno ; Inacio, Ricardo; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
INDEXED IN: Scopus WOS DBLP CrossRef: 1
35
TITLE: tsMIST: Model Sensitivity Analysis with Time Series Morphing
AUTHORS: Brito, Antonia; Santos, Moises; Folgado, Duarte; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090
INDEXED IN: Scopus WOS DBLP CrossRef
36
TITLE: An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting
AUTHORS: Ricardo Urjais Gomes; Carlos Soares ; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: EPIA (3), VOLUME: 14969 LNAI
INDEXED IN: Scopus DBLP CrossRef: 1
IN MY: ORCID
37
TITLE: Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images
AUTHORS: Thales R S Lopes; Guilherme Freire Roberto; Carlos Soares ; Thaína A A Tosta; Adriano Barbosa Silva; Adriano M Loyola; Sérgio V Cardoso; Paulo Rogério de Faria; Marcelo Zanchetta do Nascimento; Leandro Alves Neves;
PUBLISHED: 2024, SOURCE: VISIGRAPP (2): VISAPP, VOLUME: 2
INDEXED IN: Scopus DBLP
38
TITLE: CNP-MLDM: Contract Net Protocol for Negotiation in Machine Learning Data Market
AUTHORS: Hajar Baghcheband; Carlos Soares ; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: DS (LB), VOLUME: 3928
INDEXED IN: Scopus DBLP
39
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
INDEXED IN: Scopus DBLP CrossRef: 8
40
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
INDEXED IN: Scopus WOS DBLP
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