Vera Ignatenko

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Top Venues

PeerJ Comput. Sci.

Publications

Vera Ignatenko, Anton Surkov, Sergei Koltcov
Random forests with parametric entropy-based information gains for classification and regression problems. PeerJ Comput. Sci. 10 (2024)
Sergei Koltcov, Anton Surkov, Vladimir Filippov, Vera Ignatenko
Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics. PeerJ Comput. Sci. 10 (2024)
Sergei Koltcov, Vera Ignatenko, Maxim Terpilovskii, Paolo Rosso
Analysis and tuning of hierarchical topic models based on Renyi entropy approach. PeerJ Comput. Sci. 7 (2021)
Sergei Koltcov, Vera Ignatenko, Maxim Terpilovskii, Paolo Rosso
Analysis and tuning of hierarchical topic models based on Renyi entropy approach. CoRR (2021)
Sergei Koltcov, Vera Ignatenko
Renormalization Analysis of Topic Models. Entropy 22 (5) (2020)
Sergei Koltcov, Vera Ignatenko, Sergei Pashakhin
How Many Clusters? An Entropic Approach to Hierarchical Cluster Analysis. SAI (3) (2020)
Sergei Koltcov, Vera Ignatenko, Zeyd Boukhers, Steffen Staab
Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy. Entropy 22 (4) (2020)
Sergei Koltcov, Vera Ignatenko
Renormalization Approach to the Task of Determining the Number of Topics in Topic Modeling. SAI (1) (2020)
Sergei Koltcov, Vera Ignatenko, Olessia Koltsova
Estimating Topic Modeling Performance with Sharma-Mittal Entropy. Entropy 21 (7) (2019)