Genetic algorithm for optimal parameters search in the one-factor forecasting model based on continuous type-2 fuzzy sets. - Liliya A. Demidova (Autom. Remote. Control., 2013)

Forecasting Method for Grouped Time Series with the Use of k-Means Algorithm. - Nadezhda N. Astakhova; Liliya A. Demidova; Evgeny V. Nikulchev (CoRR, 2015)

Multiobjective Clonal Selection Algorithm for the Forecasting Models on the Base of the Strictly Binary Trees. - Nadezhda N. Astakhova; Liliya A. Demidova; Evgeny Nikulchev 001 (IntelliSys (1), 2016)

The study of characteristics of the hybrid particle swarm algorithm in solution of the global optimization problem. - Liliya Demidova; Irina Klyueva; Alexander Pylkin (MECO, 2016)

The SVM Classifier Based on the Modified Particle Swarm Optimization. - Liliya A. Demidova; Evgeny Nikulchev 001; Yulia Sokolova (CoRR, 2016)

SVM classification: Optimization with the SMOTE algorithm for the class imbalance problem. - Liliya Demidova; Irina Klyueva (MECO, 2017)

Two-level intellectual classifier based on the SVM algorithm. - Liliya A. Demidova; Yulia Sokolova (MECO, 2017)

A novel SVM-kNN technique for data classification. - Liliya Demidova; Yulia Sokolova (MECO, 2017)

Evolutionary Algorithm for the Problem of Parameters Optimization of Complex Technical Systems. - Liliya Demidova; Nataliya Petrova (WiPiEC Journal, 2017)

Improving the accuracy of the SVM classification using the Parzen classifier. - Liliya Demidova; Maksim Egin (MECO, 2018)

Data classification based on the hybrid versions of the particle swarm optimization algorithm. - Liliya Demidova; Irina Klyueva (MECO, 2018)

Aspects of solution of the problem of the shooting parameters optimization using modifications of the evolutionary algorithm. - Liliya Demidova; Nataliya Petrova; Victoria A. Sablina (MECO, 2018)

Algorithms of Identifying of the Structural Transformations in Time Series Groups. - Liliya Demidova; Maksim Stepanov (MECO, 2019)

Approach to Determining the Boundaries of the Search Range for the Number of Trees in the Random Forest Algorithm. - Liliya Demidova; Maria Ivkina (MECO, 2020)

Research and Study of the Hybrid Algorithms Based on the Collective Behavior of Fish Schools and Classical Optimization Methods. - Liliya A. Demidova; Artyom V. Gorchakov (Algorithms, 2020)

A Study of Chaotic Maps Producing Symmetric Distributions in the Fish School Search Optimization Algorithm with Exponential Step Decay. - Liliya A. Demidova; Artyom V. Gorchakov (Symmetry, 2020)

Analysis of Data Presented by Multisets Using a Linguistic Approach. - Liliya A. Demidova; Julia S. Sokolova (Algorithms, 2021)

Two-Stage Hybrid Data Classifiers Based on SVM and kNN Algorithms. - Liliya A. Demidova (Symmetry, 2021)

Classification of Program Texts Represented as Markov Chains with Biology-Inspired Algorithms-Enhanced Extreme Learning Machines. - Liliya A. Demidova; Artyom V. Gorchakov (Algorithms, 2022)

Fuzzy Information Discrimination Measures and Their Application to Low Dimensional Embedding Construction in the UMAP Algorithm. - Liliya A. Demidova; Artyom V. Gorchakov (J. Imaging, 2022)

Anomaly Detection in Student Activity in Solving Unique Programming Exercises: Motivated Students against Suspicious Ones. - Liliya A. Demidova; Peter N. Sovietov; Elena G. Andrianova; Anna A. Demidova (Data, 2023)

Analysis of Program Representations Based on Abstract Syntax Trees and Higher-Order Markov Chains for Source Code Classification Task. - Artyom V. Gorchakov; Liliya A. Demidova; Peter N. Sovietov (Future Internet, 2023)

Modeling Sociodynamic Processes Based on the Use of the Differential Diffusion Equation with Fractional Derivatives. - Liliya A. Demidova; Dmitry O. Zhukov; Elena G. Andrianova; Alexander S. Sigov (Inf., 2023)

Model of Lexico-Semantic Bonds between Texts for Creating Their Similarity Metrics and Developing Statistical Clustering Algorithm. - Liliya Demidova; Dmitry O. Zhukov; Elena G. Andrianova; Vladimir Kalinin (Algorithms, 2023)

Dataset of Program Source Codes Solving Unique Programming Exercises Generated by Digital Teaching Assistant. - Liliya A. Demidova; Elena G. Andrianova; Peter N. Sovietov; Artyom V. Gorchakov (Data, 2023)

A Rule-Based Algorithm and Its Specializations for Measuring the Complexity of Software in Educational Digital Environments. - Artyom V. Gorchakov; Liliya A. Demidova; Peter N. Sovietov (Comput., 2024)