Irina Klyueva

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Investigation and Simulation of the Mannesmann Effect in QForm2025
• Model Selection and Dragging Parameters in Cross-Wedge Rolling2022
• The two-stage classification based on 1-SVM and RF classifiers2021
• THE ENSEMBLE METHODS IN THE MULTI-CLASS SVM CLASSIFICATION PROBLEM2021
• Hybrid Approach to Improving the Results of the SVM Classification Using the Random Forest Algorithm2019 · аннотациясвернуть

  The aim of this work is to improve the results of the SVM classification (Support Vector Machine) by hybridizing the SVM classifier with the random forest classifier (Random Forest, RF) used as the auxiliary.…

• Improving Quality of the Multiclass SVM Classification Based on the Feature Engineering2019
• Data classification based on the hybrid versions of the particle swarm optimization algorithm2018
• SVM classification: Optimization with the SMOTE algorithm for the class imbalance problem2017 · аннотациясвернуть

  In this paper a new approach to selection of the optimal parameters values for the SMOTE (Synthetic Minority Over-sampling Technique) algorithm in the problem of the SVM (Support Vector Machine) classification of…