Yulia Sokolova

The SVM Classifier Based on the Modified Particle Swarm Optimization

Liliya Demidova, Evgeny Nikulchev, Yulia Sokolova · International Journal of Advanced Computer Science and Applications · 2016 · 56 citations · Full text

Big Data Classification Using the SVM Classifiers with the Modified Particle Swarm Optimization and the SVM Ensembles

Liliya Demidova, Evgeny Nikulchev, Yulia Sokolova · International Journal of Advanced Computer Science and Applications · 2016 · 42 citations · Full text

Search Optimization, Engineering, Machine Learning +19

Use of Fuzzy Clustering Algorithms Ensemble for SVM Classifier Development

Liliya Demidova, Yulia Sokolova, Evgeny Nikulchev · International Review on Modelling and Simulations (IREMOS) · 2015 · 36 citations

Intellectual Approaches to Improvement of the Classification Decisions Quality on the Base of the SVM Classifier

Liliya Demidova, Irina Klyueva, Yulia Sokolova et al. · Procedia Computer Science · 2017 · 34 citations · Full text

Engineering, Machine Learning, Intelligent Systems +21

Modification of particle swarm algorithm for the problem of the SVM classifier development

Liliya Demidova, Yulia Sokolova · 2015 · 19 citations

Search Optimization, Data Classification, Support Vector Machine +11