Random forests with parametric entropy-based information gains for classification and regression problems. - Vera Ignatenko; Anton Surkov; Sergei Koltcov (PeerJ Comput. Sci., 2024)

Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics. - Sergei Koltcov; Anton Surkov; Vladimir Filippov; Vera Ignatenko (PeerJ Comput. Sci., 2024)

Using large language models for extracting and pre-annotating texts on mental health from noisy data in a low-resource language. - Sergei Koltcov; Anton Surkov; Olessia Koltsova; Vera Ignatenko (PeerJ Comput. Sci., 2024)