Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 247



1
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Luis Roque; Vítor Cerqueira ; Carlos Soares; Luís Torgo ;
PUBLISHED: 2025, SOURCE: 39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025 in AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA, VOLUME: 39, ISSUE: 19
INDEXED IN: Scopus DBLP
IN MY: DBLP
2
TITLE: Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images  Full Text
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: 2025, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 189
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
3
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Cerqueira, Vitor; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 27th International Conference on Discovery Science in DISCOVERY SCIENCE, DS 2024, PT I, VOLUME: 15243
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
4
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis, IDA 2025 in Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7-9, 2025, Proceedings, VOLUME: 15669
INDEXED IN: Scopus DBLP CrossRef
5
TITLE: ModelRadar: Aspect-based Forecast Evaluation
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2504.00059
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
AUTHORS: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: DBLP
7
TITLE: Reducing algorithm configuration spaces for efficient search
AUTHORS: Freitas, Fernando; Brazdil, Pavel; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
INDEXED IN: Scopus WOS CrossRef
8
TITLE: An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting
AUTHORS: Ricardo Urjais Gomes; Carlos Soares ; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
9
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
10
TITLE: CNP-MLDM: Contract Net Protocol for Negotiation in Machine Learning Data Market PDF
AUTHORS: Hajar Baghcheband; Carlos Soares ; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: 2024 Discovery Science Late Breaking Contributions, DS-LB 2024 in Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), Pisa, Italy, 14-16 October 2024., VOLUME: 3928
INDEXED IN: Scopus DBLP
IN MY: DBLP
Page 1 of 25. Total results: 247.

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