336 citations · 764 across the 37 of their papers we have counts for
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cs.LG2019★ 37 cited
A comparative study of general fuzzy min-max neural networks for pattern classification problems
Thanh Tung Khuat, Bogdan Gabrys
General fuzzy min-max (GFMM) neural network is a generalization of fuzzy neural networks formed by hyperbox fuzzy sets for classification and clustering problems. Two principle alg…
cs.LG2019★ 22 cited
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
Motivated by the practical demands for simplification of data towards being consistent with human thinking and problem solving as well as tolerance of uncertainty, information gran…
cs.LG2019
Hyperbox based machine learning algorithms: A comprehensive survey
Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys
With the rapid development of digital information, the data volume generated by humans and machines is growing exponentially. Along with this trend, machine learning algorithms hav…