Grina, Fares; Elouedi, Zied; Lefèvre, Eric Uncertainty-aware resampling method for imbalanced classification using evidence theory. (English) Zbl 07542353 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 342-353 (2021). MSC: 68T37 PDFBibTeX XMLCite \textit{F. Grina} et al., Lect. Notes Comput. Sci. 12897, 342--353 (2021; Zbl 07542353) Full Text: DOI
Koziarski, Michał; Bellinger, Colin; Woźniak, Michał RB-CCR: radial-based combined cleaning and resampling algorithm for imbalanced data classification. (English) Zbl 07465775 Mach. Learn. 110, No. 11-12, 3059-3093 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Koziarski} et al., Mach. Learn. 110, No. 11--12, 3059--3093 (2021; Zbl 07465775) Full Text: DOI arXiv
Bej, Saptarshi; Davtyan, Narek; Wolfien, Markus; Nassar, Mariam; Wolkenhauer, Olaf LoRAS: an oversampling approach for imbalanced datasets. (English) Zbl 07432803 Mach. Learn. 110, No. 2, 279-301 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Bej} et al., Mach. Learn. 110, No. 2, 279--301 (2021; Zbl 07432803) Full Text: DOI arXiv
Chaabane, Ikram; Guermazi, Radhouane; Hammami, Mohamed Enhancing techniques for learning decision trees from imbalanced data. (English) Zbl 1459.68167 Adv. Data Anal. Classif., ADAC 14, No. 3, 677-745 (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{I. Chaabane} et al., Adv. Data Anal. Classif., ADAC 14, No. 3, 677--745 (2020; Zbl 1459.68167) Full Text: DOI
Koziarski, Michał; Wożniak, Michał CCR: a combined cleaning and resampling algorithm for imbalanced data classification. (English) Zbl 1396.68097 Int. J. Appl. Math. Comput. Sci. 27, No. 4, 727-736 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Koziarski} and \textit{M. Wożniak}, Int. J. Appl. Math. Comput. Sci. 27, No. 4, 727--736 (2017; Zbl 1396.68097) Full Text: DOI