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Displaying 5 articles of 5 total result(s).
Original Article

Self-Configuring Evolutionary Algorithms Based Design of Hybrid Interpretable Machine Learning Models

P. A. Sherstnev
ORCiD

Keywords: Fuzzy logic classifier, neural network interpretability, self-configuring evolutionary algorithms

Article no: 38

Pages 313-320

Doi: 10.15405/epct.23021.38

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Original Article

SVM-Classification Based On The Multi-Objective Optimization In The Educational Sphere’s Problems

L. A. Demidova
,
M. M. Egin
,
A. A. Mikhailov
,
A. M. Rusakov
,
Y. S. Sokolova

Keywords: SVM classifier, genetic algorithm, multi-objective optimization, NSGA-I

Article no: 9

Pages 84-94

Doi: 10.15405/epsbs.2017.12.9

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Original Article

SVM Classification Based On The Imbalanced Datasets For Problems Of Psychodiagnostics

Liliya Demidova
,
Irina Klyueva
,
Alexander Pylkin

Keywords: Psychodiagnostics, testing technique, imbalanced data, SVM classifier, sampling, bSMOTE algorithm

Article no: 10

Pages 95-103

Doi: 10.15405/epsbs.2017.12.10

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Original Article

Influence of Class Imbalance on the Quality of Hydrocracking Unit Failure Prediction Models

Ivan Nekrasov
,
Vladimir Bukhtoyarov
,
Svetlana Eremeeva

Keywords: Hydrocracking unit, machine learning, classifier, upsampling, downsampling

Article no: 22

Pages 178-185

Doi: 10.15405/epct.23021.22

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