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PeerJ Author & Reviewer

150 Points

Contributions by role

Contributions by subject area

Vera Ignatenko

PeerJ Author & Reviewer

Summary

Data Science Network Science & Online Social Networks

Past or current institution affiliations

Higher School of Economics

Work details

Research Fellow

National Research University Higher School of Economics

Social and Cognitive Informatics Laboratory

PeerJ Contributions

Articles 4
Reviewed 1

November 28, 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

https://doi.org/10.7717/peerj-cs.2395

January 3, 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

https://doi.org/10.7717/peerj-cs.1758

January 3, 2024

Random forests with parametric entropy-based information gains for classification and regression problems

Vera Ignatenko, Anton Surkov, Sergei Koltcov

https://doi.org/10.7717/peerj-cs.1775

July 29, 2021

Analysis and tuning of hierarchical topic models based on Renyi entropy approach

Sergei Koltcov, Vera Ignatenko, Maxim Terpilovskii, Paolo Rosso

https://doi.org/10.7717/peerj-cs.608

Signed reviews submitted for articles published in PeerJ Note that some articles may not have the review itself made public unless authors have made them open as well.

September 4, 2023

J-score: a robust measure of clustering accuracy

Navid Ahmadinejad, Yunro Chung, Li Liu

https://doi.org/10.7717/peerj-cs.1545