Maxim S. Kovalev

Statistics

Publications

Citations

204

H-Index

Active since

2018

Affiliations

Peter the Great St. Petersburg Polytechnic University(Current)

State Budget Institution of Health St. Petersburg Clinical Research Center Specialized Types of Medical Care

University of Southern California

Durham University

Maxim S. Kovalev is an author at Peter the Great St. Petersburg Polytechnic University specializing in machine learning, computer science, and computing.

ORCID

Publications per year

2018–2024

Publications

A deep forest classifier with weights of class probability distribution subsets

Lev V. Utkin, Maxim S. Kovalev, Anna Meldo · Knowledge-Based Systems · 2019 · 46 citations

Computing, Computer Science, Data Science +9

The natural language explanation algorithms for the lung cancer computer-aided diagnosis system

Anna Meldo, Lev V. Utkin, Maxim S. Kovalev et al. · Artificial Intelligence in Medicine · 2020 · 39 citations

Computing, Computer Science, Oncology +14

Imprecise weighted extensions of random forests for classification and regression

Lev V. Utkin, Maxim S. Kovalev, Frank P. A. Coolen · Applied Soft Computing · 2020 · 34 citations · Full text

Computing, Computer Science, Data Science +12

INTEGRATION OF ARTIFICIAL NEURAL NETWORKS AND KNOWLEDGE BASES

Vladimir Golovko, V. P. Ivashenko, Valery Taberko et al. · Ontology of Designing · 2018 · 23 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Counterfactual Explanation of Machine Learning Survival Models

Maxim S. Kovalev, Lev V. Utkin, Frank P. A. Coolen et al. · Informatica · 2021 · 22 citations · Full text

Computing, Biostatistics, Computer Science +12

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