Maxim S. Kovalev

Statistics

Publications

Citations

165

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

Durham University

Maxim S. Kovalev is an author at Peter the Great St. Petersburg Polytechnic University specializing in engineering, data science, and predictive analytics.

ORCID

Top concepts

EngineeringData ScienceStatisticsComputer ScienceMachine LearningPredictive AnalyticsData MiningKnowledge DiscoveryPattern RecognitionStatistical Inference

Publications per year

2018–2021

Publications

A deep forest classifier with weights of class probability distribution subsets

Lev V. Utkin, Maxim S. Kovalev, Anna Meldo · Knowledge-Based Systems · 2019 · 45 citations

Classification Method, Image Analysis, Machine Learning +12

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 · 37 citations

Natural Language Processing, Engineering, Computational Semantics +15

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

Data Classification, Classification Method, Engineering +12

Counterfactual Explanation of Machine Learning Survival Models

Maxim S. Kovalev, Lev V. Utkin, Frank P. A. Coolen et al. · Informatica · 2021 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

A Pipeline for Classifying Deleterious Coding Mutations in Agricultural Plants

Maxim S. Kovalev, Anna A. Igolkina, Maria Samsonova et al. · Frontiers in Plant Science · 2018 · 18 citations · Full text

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