Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 238



1
TITLE: An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting
AUTHORS: Ricardo Urjais Gomes; Carlos Soares ; Luis Paulo Reis;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14969 LNAI
INDEXED IN: Scopus CrossRef
IN MY: ORCID
2
TITLE: GASTeNv2: Generative Adversarial Stress Testing Networks with Gaussian Loss
AUTHORS: Cátia Teixeira; Inês Gomes; Luís Cunha; Carlos Soares ; Jan van Rijn;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14968 LNAI
INDEXED IN: Scopus CrossRef
IN MY: ORCID
3
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
4
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
5
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
6
TITLE: Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation PDF
AUTHORS: Moisés Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024 in Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20th, 2024., VOLUME: 3808
INDEXED IN: Scopus DBLP
7
TITLE: Fair-OBNC: Correcting Label Noise for Fairer Datasets
AUTHORS: Inês Oliveira e Silva; Sérgio M Jesus; Hugo M Ferreira; Pedro Saleiro; Inês Sousa; Pedro Bizarro; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.06214
INDEXED IN: DBLP
IN MY: DBLP
8
TITLE: Fair-OBNC: Correcting Label Noise for Fairer Datasets
AUTHORS: Inês Oliveira e Silva; Sérgio M Jesus; Hugo M Ferreira; Pedro Saleiro; Inês Sousa; Pedro Bizarro; Carlos Soares ;
PUBLISHED: 2024, SOURCE: ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
INDEXED IN: DBLP
IN MY: DBLP
9
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
10
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
Page 1 of 24. Total results: 238.

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