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TÍTULO: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTORES: Luis Roque; Vítor Cerqueira ; Carlos Soares; Luís Torgo ;
PUBLICAÇÃO: 2025, FONTE: 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, NÚMERO: 19
INDEXADO EM: Scopus DBLP
NO MEU: DBLP
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TÍTULO: Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images  Full Text
AUTORES: 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.;
PUBLICAÇÃO: 2025, FONTE: PATTERN RECOGNITION LETTERS, VOLUME: 189
INDEXADO EM: Scopus WOS DBLP
NO MEU: DBLP
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TÍTULO: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTORES: Cerqueira, Vitor; Roque, Luis; Soares, Carlos ;
PUBLICAÇÃO: 2025, FONTE: 27th International Conference on Discovery Science in DISCOVERY SCIENCE, DS 2024, PT I, VOLUME: 15243
INDEXADO EM: Scopus WOS DBLP CrossRef
NO MEU: ORCID | DBLP
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TÍTULO: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTORES: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLICAÇÃO: 2025, FONTE: 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
INDEXADO EM: Scopus DBLP CrossRef
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TÍTULO: ModelRadar: Aspect-based Forecast Evaluation
AUTORES: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLICAÇÃO: 2025, FONTE: CoRR, VOLUME: abs/2504.00059
INDEXADO EM: DBLP
NO MEU: DBLP
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TÍTULO: PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
AUTORES: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo;
PUBLICAÇÃO: 2025, FONTE: 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
INDEXADO EM: Scopus WOS DBLP CrossRef
NO MEU: DBLP
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TÍTULO: Reducing algorithm configuration spaces for efficient search
AUTORES: Freitas, Fernando; Brazdil, Pavel; Soares, Carlos ;
PUBLICAÇÃO: 2025, FONTE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting
AUTORES: Ricardo Urjais Gomes; Carlos Soares ; Luís Paulo Reis ;
PUBLICAÇÃO: 2024, FONTE: 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
INDEXADO EM: Scopus DBLP CrossRef
NO MEU: ORCID | DBLP
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TÍTULO: Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images
AUTORES: 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;
PUBLICAÇÃO: 2024, FONTE: 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
INDEXADO EM: Scopus DBLP
NO MEU: DBLP
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TÍTULO: CNP-MLDM: Contract Net Protocol for Negotiation in Machine Learning Data Market PDF
AUTORES: Hajar Baghcheband; Carlos Soares ; Luís Paulo Reis ;
PUBLICAÇÃO: 2024, FONTE: 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
INDEXADO EM: Scopus DBLP
NO MEU: DBLP
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