Igor Chikalov

Publications

303

Citations

H-Index

1997

Active since

Affiliations

King Abdullah University of Science and Technology(Current)

Yaroslav-the-Wise Novgorod State University

Habib University

University of Silesia in Katowice

Nizhny Novgorod State Pedagogical University

Igor Chikalov is an author at King Abdullah University of Science and Technology specializing in engineering, computer science, and combinatorial optimization.

ORCID

Top concepts

EngineeringComputer ScienceCombinatorial OptimizationData MiningMathematical ProgrammingData ScienceKnowledge DiscoveryComputational ComplexityDiscrete MathematicsManagement

Publications per year

1997–2021

Publications

Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectories

Igor Chikalov, Peggy Yao, Mikhail Moshkov et al. · BMC Bioinformatics · 2011 · 51 citations · Full text

Dagger: A Tool for Analysis and Optimization of Decision Trees and Rules

Abdulaziz Alkhalid, Talha Amin, Igor Chikalov et al. · Dialnet (Universidad de la Rioja) · 2011 · 37 citations

Mathematical Programming, Engineering, Machine Learning +19

On Algorithm for Constructing of Decision Trees with Minimal Depth

Mikhail Moshkov, Igor Chikalov · Fundamenta Informaticae · 2000 · 36 citations

Mathematical Programming, Engineering, Computational Complexity +17

Dynamic programming approach to optimization of approximate decision rules

Talha Amin, Igor Chikalov, Mikhail Moshkov et al. · Information Sciences · 2012 · 32 citations

Mathematical Programming, Engineering, Rule Induction +6

Optimization and analysis of decision trees and rules: dynamic programming approach

Abdulaziz Alkhalid, Talha Amin, Igor Chikalov et al. · International Journal of General Systems · 2013 · 22 citations

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