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2024	Investigating latent representations and generalization in deep neural networks for tabular data Neurocomputing Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt
2023	A proxy learning curve for the Bayes classifier Pattern Recognition Addisson Salazar, Luis Vergara, Enrique Vidal
2023	Also for k-means: more data does not imply better performance Machine Learning Marco Loog, Jesse H. Krijthe, Manuele Bicego
2023	2023 International Conference on Computational Science and Computational Intelligence (CSCI) Addisson Salazar, Luis Vergara, Alberto Gonzalez
2022	Modeling the combined influence of complexity and quality in supervised learning Intelligent Data Analysis Renê de Ávila Mendes, Leandro Augusto da Silva
2021	2021 XLVII Latin American Computing Conference (CLEI) Diego Kiedanski, Pablo Rodriguez-Bocca
2021	wCM based hybrid pre-processing algorithm for class imbalanced dataset Journal of Intelligent & Fuzzy Systems Deepika Singh, Anju Saha, Anjana Gosain
2020	How Complex Is Your Classification Problem? ACM Computing Surveys Ana C. Lorena, Luís P. F. Garcia, Jens Lehmann, Marcilio C. P. Souto, Tin Kam Ho
2020	Weighted k‐nearest neighbor based data complexity metrics for imbalanced datasets Statistical Analysis and Data Mining: The ASA Data Science Journal Deepika Singh, Anjana Gosain, Anju Saha
2017	Proceedings of the 2017 Internet Measurement Conference Yuanshun Yao, Zhujun Xiao, Bolun Wang, Bimal Viswanath, Haitao Zheng, Ben Y. Zhao