Konstantin Vorontsov

756 total citations
46 papers, 274 citations indexed

About

Konstantin Vorontsov is a scholar working on Artificial Intelligence, Information Systems and General Social Sciences. According to data from OpenAlex, Konstantin Vorontsov has authored 46 papers receiving a total of 274 indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Artificial Intelligence, 11 papers in Information Systems and 9 papers in General Social Sciences. Recurrent topics in Konstantin Vorontsov's work include Topic Modeling (21 papers), Advanced Text Analysis Techniques (15 papers) and Natural Language Processing Techniques (11 papers). Konstantin Vorontsov is often cited by papers focused on Topic Modeling (21 papers), Advanced Text Analysis Techniques (15 papers) and Natural Language Processing Techniques (11 papers). Konstantin Vorontsov collaborates with scholars based in Russia, Norway and Kazakhstan. Konstantin Vorontsov's co-authors include Anna Potapenko, Oleksandr Frei, N. G. Zakharov, P.A. Ryabochkina, Sergey Nikolenko, Olessia Koltsova, Sergei Koltcov, A.A. Lyapin, Е. Е. Ломонова and Yu P Podmar’kov and has published in prestigious journals such as SHILAP Revista de lepidopterología, Machine Learning and Lecture notes in computer science.

In The Last Decade

Konstantin Vorontsov

38 papers receiving 236 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Konstantin Vorontsov Russia 9 177 68 41 25 19 46 274
Massih-Reza Amini France 10 172 1.0× 9 0.1× 57 1.4× 50 2.0× 15 0.8× 35 256
Wang Gao China 8 204 1.2× 20 0.3× 96 2.3× 24 1.0× 38 2.0× 29 302
Ankan Saha United States 5 140 0.8× 6 0.1× 35 0.9× 32 1.3× 10 0.5× 14 216
Robert Stanforth United Kingdom 9 255 1.4× 10 0.1× 10 0.2× 52 2.1× 9 0.5× 12 333
Jiajia Huang China 9 145 0.8× 12 0.2× 116 2.8× 29 1.2× 42 2.2× 16 307
He Zhao Australia 9 157 0.9× 41 0.6× 30 0.7× 60 2.4× 15 0.8× 23 241
David Alvarez-Melis United States 5 300 1.7× 8 0.1× 21 0.5× 77 3.1× 12 0.6× 8 360
Zheng Tracy Ke United States 12 113 0.6× 13 0.2× 12 0.3× 21 0.8× 5 0.3× 31 357
Johannes Deleu Belgium 9 517 2.9× 7 0.1× 93 2.3× 36 1.4× 15 0.8× 32 584
Johannes Welbl United Kingdom 5 516 2.9× 14 0.2× 55 1.3× 130 5.2× 32 1.7× 10 554

Countries citing papers authored by Konstantin Vorontsov

Since Specialization
Citations

This map shows the geographic impact of Konstantin Vorontsov's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Konstantin Vorontsov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Konstantin Vorontsov more than expected).

Fields of papers citing papers by Konstantin Vorontsov

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Konstantin Vorontsov. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Konstantin Vorontsov. The network helps show where Konstantin Vorontsov may publish in the future.

Co-authorship network of co-authors of Konstantin Vorontsov

This figure shows the co-authorship network connecting the top 25 collaborators of Konstantin Vorontsov. A scholar is included among the top collaborators of Konstantin Vorontsov based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Konstantin Vorontsov. Konstantin Vorontsov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Karabulatova, Irina S., et al.. (2024). Communicative Type “Municipal Employee” in the Media Space: Development of an Automatic Information and Analytical Assessment System. SHILAP Revista de lepidopterología. 23(5). 72–86.
2.
Vorontsov, Konstantin, et al.. (2024). RuSciBench: Open Benchmark for Russian and English Scientific Document Representations. Doklady Mathematics. 110(S1). S251–S260.
3.
Vorontsov, Konstantin, et al.. (2024). SciRus: Tiny and Powerful Multilingual Encoder for Scientific Texts. Doklady Mathematics. 110(S1). S193–S202.
4.
Vorontsov, Konstantin, et al.. (2024). Reranking Hypotheses in Translation Models Using Human Markup. Journal of Computer and Systems Sciences International. 63(4). 679–686.
5.
Karabulatova, Irina S., et al.. (2023). Verification of communicative types in the judicial public space of media discourse in the USA, Kazakhstan and Russia as a psycholinguistic marker of fact-checking. Revista Amazonia Investiga. 12(61). 131–144. 1 indexed citations
6.
7.
Vorontsov, Konstantin, et al.. (2022). Problems of developing an analytical information system on the history of social assistance in the Yenisei province (19th – first quarter of the 20th century). OOO Zhurnal Voprosy Istorii. 2022(12-3). 150–161. 1 indexed citations
8.
Vorontsov, Konstantin, et al.. (2021). Convergence of the Algorithm of Additive Regularization of Topic Models. Proceedings of the Steklov Institute of Mathematics. 315(S1). S128–S139.
9.
Vorontsov, Konstantin, et al.. (2020). TopicNet: Making Additive Regularisation for Topic Modelling Accessible.. Language Resources and Evaluation. 6745–6752. 6 indexed citations
10.
Vorontsov, Konstantin, et al.. (2019). Lexical Quantile-Based Text Complexity Measure. 270–275. 8 indexed citations
11.
Vorontsov, Konstantin, et al.. (2019). Three-stage question answering system with sentence ranking. 4. 18–9. 1 indexed citations
12.
Vorontsov, Konstantin, et al.. (2019). Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search. 131–138. 9 indexed citations
13.
Vorontsov, Konstantin, et al.. (2017). Fast and modular regularized topic modelling. SHILAP Revista de lepidopterología. 182–193. 19 indexed citations
14.
Ryabochkina, P.A., et al.. (2017). Tunable 2µm ZrO2–Y2O3–Ho2O3solid-state laser. Laser Physics Letters. 14(5). 55807–55807. 4 indexed citations
15.
Vorontsov, Konstantin, et al.. (2015). Additive Regularization of Topic Mo d- els for Topic Selection and Sparse Factorization. Lecture notes in computer science. 9047. 193–202. 1 indexed citations
16.
Vorontsov, Konstantin & Anna Potapenko. (2014). Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization. Communications in computer and information science. 436. 29–46. 2 indexed citations
17.
Vorontsov, Konstantin. (2004). Combinatorial Bounds for Learning Performance. Doklady Mathematics. 69(1). 145–148. 3 indexed citations
18.
Vorontsov, Konstantin, et al.. (1999). Methods of optimization and monotone correction in the algebraic approach to the recognition problem. Doklady Mathematics. 60(1). 139–142. 2 indexed citations
19.
Vorontsov, Konstantin, et al.. (1999). The optimization and monotone correction methods in algebraic approach to recognition problem. Proceedings of the USSR Academy of Sciences. 367(3). 314–317. 1 indexed citations
20.
Vorontsov, Konstantin. (1995). Preliminary data processing for a special class of recognition problems. Computational Mathematics and Mathematical Physics. 35(10). 1259–1267. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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