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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: 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024 in Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024., VOLUME: 2
INDEXED IN: Scopus DBLP
IN MY: DBLP
2
TITLE: Corrector LSTM: built-in training data correction for improved time-series forecasting  Full Text
AUTHORS: Yassine Baghoussi; Carlos Soares ; João Mendes Moreira ;
PUBLISHED: 2024, SOURCE: Neural Comput. Appl., VOLUME: 36, ISSUE: 26
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
3
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
IN MY: DBLP
4
TITLE: Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary
AUTHORS: Inês Gomes; Luis F. Teixeira ; Jan N van Rijn; Carlos Soares ; André Restivo ; Luís Cunha; Moisés Santos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.06302
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16590
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Kernel Corrector LSTM
AUTHORS: Tuna, Rodrigo; Baghoussi, Yassine; Soares, Carlos ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, VOLUME: 14642
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
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TITLE: Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical Study
AUTHORS: José Leites; Vítor Cerqueira; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.11237
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Machine Learning Data Market Based on Multiagent Systems  Full Text
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: IEEE INTERNET COMPUTING, VOLUME: 28, ISSUE: 4
INDEXED IN: WOS DBLP CrossRef
IN MY: ORCID | DBLP
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TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.17008
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Multidimensional subgroup discovery on event logs  Full Text
AUTHORS: Ribeiro, J. ; Fontes, T. ; Soares, C. ; Borges, J. L. ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 246
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
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