Boris Kovalerchuk

1.8k total citations
98 papers, 761 citations indexed

About

Boris Kovalerchuk is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics. According to data from OpenAlex, Boris Kovalerchuk has authored 98 papers receiving a total of 761 indexed citations (citations by other indexed papers that have themselves been cited), including 60 papers in Artificial Intelligence, 40 papers in Computer Vision and Pattern Recognition and 15 papers in Computational Theory and Mathematics. Recurrent topics in Boris Kovalerchuk's work include Data Visualization and Analytics (22 papers), Neural Networks and Applications (14 papers) and Data Mining Algorithms and Applications (13 papers). Boris Kovalerchuk is often cited by papers focused on Data Visualization and Analytics (22 papers), Neural Networks and Applications (14 papers) and Data Mining Algorithms and Applications (13 papers). Boris Kovalerchuk collaborates with scholars based in United States, Russia and Italy. Boris Kovalerchuk's co-authors include Evangelos Triantaphyllou, Evgenii Vityaev, Gerald M. Knapp, Lawrence Mann, Leonid Perlovsky, Germano Resconi, Владик Крейнович, Gregory S. Wheeler, Peter Doucette and Boris Galitsky and has published in prestigious journals such as Information Sciences, Fuzzy Sets and Systems and Knowledge-Based Systems.

In The Last Decade

Boris Kovalerchuk

89 papers receiving 696 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Boris Kovalerchuk United States 13 343 133 124 102 91 98 761
H. Altay Güvenir Türkiye 17 576 1.7× 165 1.2× 161 1.3× 85 0.8× 136 1.5× 48 1.1k
Jozef Zurada United States 19 320 0.9× 58 0.4× 116 0.9× 48 0.5× 90 1.0× 74 1.1k
Phayung Meesad Thailand 17 625 1.8× 113 0.8× 158 1.3× 50 0.5× 192 2.1× 115 1.2k
Julio López Chile 17 708 2.1× 351 2.6× 73 0.6× 89 0.9× 101 1.1× 54 1.2k
Carlos J. Mantas Spain 14 513 1.5× 67 0.5× 69 0.6× 92 0.9× 137 1.5× 35 798
Fuyuan Xiao China 16 442 1.3× 62 0.5× 334 2.7× 194 1.9× 58 0.6× 53 1.0k
Jie Cheng United States 16 423 1.2× 184 1.4× 75 0.6× 97 1.0× 125 1.4× 51 1.0k
Zuzana Komínková Oplatková Czechia 15 331 1.0× 81 0.6× 96 0.8× 67 0.7× 102 1.1× 105 705
Jesús Cerquides Spain 17 404 1.2× 77 0.6× 224 1.8× 78 0.8× 122 1.3× 86 940

Countries citing papers authored by Boris Kovalerchuk

Since Specialization
Citations

This map shows the geographic impact of Boris Kovalerchuk'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 Boris Kovalerchuk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Boris Kovalerchuk more than expected).

Fields of papers citing papers by Boris Kovalerchuk

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Boris Kovalerchuk. 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 Boris Kovalerchuk. The network helps show where Boris Kovalerchuk may publish in the future.

Co-authorship network of co-authors of Boris Kovalerchuk

This figure shows the co-authorship network connecting the top 25 collaborators of Boris Kovalerchuk. A scholar is included among the top collaborators of Boris Kovalerchuk 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 Boris Kovalerchuk. Boris Kovalerchuk 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.
Kovalerchuk, Boris, et al.. (2023). General Line Coordinates in 3D. 308–315.
2.
Kovalerchuk, Boris, et al.. (2023). Principal Components in General Line Coordinates for Visualization and Machine Learning. 60. 300–307. 3 indexed citations
3.
Kovalerchuk, Boris. (2020). Intelligible Machine Learning and Knowledge Discovery Boosted by Visual Means. ScholarWorks (Central Washington University). 2. 881–883. 1 indexed citations
4.
Kovalerchuk, Boris, et al.. (2019). Interpretable Machine Learning with Boosting by Boolean Algorithm. ScholarWorks (Central Washington University). 307–311. 2 indexed citations
5.
Kovalerchuk, Boris. (2014). Visualization of multidimensional data with collocated paired coordinates and general line coordinates. ScholarWorks (Central Washington University). 4 indexed citations
6.
Kovalerchuk, Boris, et al.. (2013). Stars advantages vs parallel coordinates: shape perception as visualization reserve. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9017. 90170Q–90170Q. 1 indexed citations
7.
Galitsky, Boris, Josep Lluís de la Rosa, & Boris Kovalerchuk. (2010). Explanation Versus Meta-Explanation: What Makes a Case More Convincing?. The Florida AI Research Society. 2 indexed citations
8.
Kovalerchuk, Boris. (2009). Modeling ATR processes to predict their performance by using invariance, robustness and self-refusal approach. ScholarWorks (Central Washington University). 1139–1146. 3 indexed citations
9.
Kovalerchuk, Boris, et al.. (2008). Fusion in agent-based uncertainty theory and neural image of uncertainty. ScholarWorks (Central Washington University). 3538–3544. 2 indexed citations
10.
Galitsky, Boris & Boris Kovalerchuk. (2006). Mining the Blogosphere for Contributors' Sentiments.. National Conference on Artificial Intelligence. 37–39. 2 indexed citations
11.
Andonie, Răzvan & Boris Kovalerchuk. (2004). Neural Networks for Data Mining: Constrains and Open Problems. The European Symposium on Artificial Neural Networks. 449–458. 6 indexed citations
12.
Kovalerchuk, Boris, et al.. (2004). Visual and spatial analysis : advances in data mining, reasoning, and problem solving. Springer eBooks. 19 indexed citations
13.
Kovalerchuk, Boris & Evgenii Vityaev. (2004). Data mining in finance: From extremes to realism. Journal of financial transformation. 11. 81–89. 1 indexed citations
14.
Kovalerchuk, Boris, et al.. (2003). Image Registration and Conflation Based on Structural Characteristics.. 239–245. 6 indexed citations
15.
Kovalerchuk, Boris, et al.. (2000). The Reliability Issue of Computer-Aided Breast Cancer Diagnosis. Computers and Biomedical Research. 33(4). 296–313. 11 indexed citations
16.
Kovalerchuk, Boris, et al.. (2000). Consistent knowledge discovery in medical diagnosis. IEEE Engineering in Medicine and Biology Magazine. 19(4). 26–37. 29 indexed citations
17.
Kovalerchuk, Boris, et al.. (1998). Prototype internet consultation system for radiologists. Journal of Digital Imaging. 11(S1). 22–26. 5 indexed citations
18.
Kovalerchuk, Boris, et al.. (1997). Fuzzy logic in computer-aided breast cancer diagnosis: analysis of lobulation. Artificial Intelligence in Medicine. 11(1). 75–85. 77 indexed citations
19.
Kovalerchuk, Boris, et al.. (1996). Interactive learning of monotone Boolean functions. Information Sciences. 94(1-4). 87–118. 21 indexed citations
20.
Kovalerchuk, Boris, et al.. (1984). Retrieval of the maximum upper zero for minimizing the number of attributes in regression analysis. USSR Computational Mathematics and Mathematical Physics. 24(4). 170–175. 2 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by H. Altay Güvenir Breakdown of academic impact, for papers by Jozef Zurada Breakdown of academic impact, for papers by Phayung Meesad Breakdown of academic impact, for papers by Julio López Breakdown of academic impact, for papers by Carlos J. Mantas Breakdown of academic impact, for papers by Fuyuan Xiao Breakdown of academic impact, for papers by Jie Cheng Breakdown of academic impact, for papers by Zuzana Komínková Oplatková Breakdown of academic impact, for papers by Jesús Cerquides
Rankless by CCL
2026