Liliya Demidova

发表

The study of characteristics of the hybrid particle swarm algorithm in solution of the global optimization problem

Liliya Demidova, Irina Klyueva, Alexander Pylkin, 2016, 2016 5th Mediterranean Conference on Embedded Computing (MECO).

A novel SVM-kNN technique for data classification

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

SVM prediction of the attestation success on the base of the poll results

Liliya Demidova, Yulia Sokolova, Maksim Egin, 2018 .

Algorithms of Identifying of the Structural Transformations in Time Series Groups

Liliya Demidova, Maksim Stepanov, 2019, 2019 8th Mediterranean Conference on Embedded Computing (MECO).

DEVELOPMENT OF THE SVM-CLASSIFIERS' ENSEMBLE USING DECORRELATION MAXIMIZATION ALGORITHM

Liliya Demidova, Yu.S. Sokolova, 2016 .

DEVELOPMENT OF TWO-LEVEL CLASSIFIER FOR ELABORATE MULTIDIMENSIONAL DATA OF LARGE CAPACITIES

Liliya Demidova, Yu. S. Sokolova, 2016 .

TWO-STAGE DATA CLASSIFICATION METHOD BASED ON SVM-ALGORITHM AND THE k NEAREST NEIGHBORS ALGORITHM

Liliya Demidova, Yu. S. Sokolova, 2017 .

Data classification based on the hybrid versions of the particle swarm optimization algorithm

Liliya Demidova, Irina Klyueva, 2018, 2018 7th Mediterranean Conference on Embedded Computing (MECO).

Use of the modified particle swarm optimization algorithm in the SVM-classifier development problem

Liliya Demidova, Yu.S. Sokolova, 2016 .

Two-level intellectual classifier based on the SVM algorithm

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

Approach to Determining the Boundaries of the Search Range for the Number of Trees in the Random Forest Algorithm

Liliya Demidova, Maria Ivkina, 2020, 2020 9th Mediterranean Conference on Embedded Computing (MECO).

Improving the accuracy of the SVM classification using the Parzen classifier

Liliya Demidova, Maksim Egin, 2018, 2018 7th Mediterranean Conference on Embedded Computing (MECO).

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

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

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

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

Aspects of solution of the problem of the shooting parameters optimization using modifications of the evolutionary algorithm

Liliya Demidova, Nataliya Petrova, Victoria Sablina, 2018, 2018 7th Mediterranean Conference on Embedded Computing (MECO).

The two-stage classification based on 1-SVM and RF classifiers

Liliya Demidova, Irina Klyueva, L. Demidova, 2021 .

The description problem of the clusters' centroids

Nadezhda Astakhova, Liliya Demidova, Vladimir Konev, 2015, 2015 International Conference "Stability and Control Processes" in Memory of V.I. Zubov (SCP).

Forecasting of Time Series' Groups with Application of Fuzzy c-Mean Algorithm

Russian Federation, Nadezhda Astakhova, Evgeny Nikulchev, 2015 .