Liliya Demidova

SVM classification: Optimization with the SMOTE algorithm for the class imbalance problem

Liliya Demidova, Irina Klyueva · 2017 · 61 citations

Search Optimization, Engineering, Machine Learning +17

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

Hybrid Approach to Improving the Results of the SVM Classification Using the Random Forest Algorithm

Liliya Demidova, Irina Klyueva, A. N. Pylkin · Procedia Computer Science · 2019 · 40 citations · Full text

Search Optimization, Engineering, Machine Learning +21

Two-Stage Hybrid Data Classifiers Based on SVM and kNN Algorithms

Liliya Demidova · Symmetry · 2021 · 39 citations · Full text

Engineering, Machine Learning, Biometrics +16