Y. Sokolova

Training set forming for SVM algorithm with use of the fuzzy clustering algorithms ensemble on base of cluster tags vectors similarity matrices

L. Demidova, Y. Sokolova, 2015, 2015 International Conference "Stability and Control Processes" in Memory of V.I. Zubov (SCP).

Use of Fuzzy Clustering Algorithms Ensemble for SVM Classifier Development

L. Demidova, E. Nikulchev, Y. Sokolova, 2015 .

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

Liliya Demidova, Evgeny Nikulchev, Yulia Sokolova, 2016 .

The SVM Classifier Based on the Modified Particle Swarm Optimization pdf

L. A. Demidova, E. V. Nikulchev, Yu. Sokolova, 2016, ArXiv.

Approbation of the data classification method based on the SVM algorithm and the k nearest neighbors algorithm

L A Demidova, Yu S Sokolova, L. Demidova, 2021 .

Two-level intellectual classifier based on the SVM algorithm

Liliya Demidova, Yulia Sokolova, L. Demidova, 2017, 2017 6th Mediterranean Conference on Embedded Computing (MECO).

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

Liliya Demidova, I. Klyueva, Y. Sokolova, 2017 .