Igor Chikalov - researchr alias

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Viewing Publication 1 - 76 from 76

2021

2020

Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued DecisionsFawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov. Volume 156 of Intelligent Systems Reference Library, Springer, 2020. [doi]

Representation of Knowledge by Decision Trees for Decision Tables with Multiple DecisionsMohammad Azad, Igor Chikalov, Mikhail Moshkov. kes 2020: 653-659 [doi]

2019

Extensions of Dynamic Programming for Combinatorial Optimization and Data MiningHassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov. Volume 146 of Intelligent Systems Reference Library, Springer, 2019. [doi]

Decision Trees for Knowledge Representation (short paper)Mohammad Azad, Igor Chikalov, Mikhail Moshkov. csp 2020: [doi]

2018

Bi-criteria optimization problems for decision rulesFawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov. anor, 271(2):279-295, 2018. [doi]

Bi-criteria optimization of decision trees with applications to data analysisIgor Chikalov, Shahid Hussain, Mikhail Moshkov. eor, 266(2):689-701, 2018. [doi]

2016

2015

2014

Diagnosis of constant faults in iteration-free circuits over monotone basisSaad Alrawaf, Igor Chikalov, Shahid Hussain, Mikhail Moshkov. DAM, 166:287-291, 2014. [doi]

Comparison of Heuristics for Inhibitory Rule OptimizationFawaz Alsolami, Igor Chikalov, Mikhail Ju. Moshkov. kes 2014: 378-387 [doi]

Decision Rule Classifiers for Multi-label Decision TablesFawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov. rseisp 2014: 191-197 [doi]

Relationships Between Length and Coverage of Decision RulesTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FUIN, 129(1-2):1-13, 2014. [doi]

Relationships between Average Depth and Number of Misclassifications for Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. FUIN, 129(1-2):15-26, 2014. [doi]

Optimization of Decision Rules Based on Dynamic Programming ApproachBeata Zielosko, Igor Chikalov, Mikhail Moshkov, Talha Amin. In Colette Faucher, Lakhmi C. Jain, editors, Innovations in Intelligent Machines-4 - Recent Advances in Knowledge Engineering. Volume 514 of Studies in Computational Intelligence, pages 369-392, Springer, 2014. [doi]

2013

An algorithm for reduct cardinality minimizationHassan AbouEisha, Mohammed Al Farhan, Igor Chikalov, Mikhail Moshkov. grc 2013: 1-3 [doi]

Comparison of Greedy Algorithms for Decision Tree OptimizationAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. In Andrzej Skowron, Zbigniew Suraj, editors, Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam - Volume 2. Volume 43 of Intelligent Systems Reference Library, pages 21-40, Springer, 2013. [doi]

Optimization and analysis of decision trees and rules: dynamic programming approachAbdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko. ijgs, 42(6):614-634, 2013. [doi]

Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of MisclassificationsFawaz Alsolami, Igor Chikalov, Mikhail Moshkov. rskt 2013: 154-165 [doi]

Optimization of Approximate Inhibitory Rules Relative to Number of MisclassificationsFawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. kes 2013: 295-302 [doi]

Dynamic Programming Approach for Exact Decision Rule OptimizationTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. In Andrzej Skowron, Zbigniew Suraj, editors, Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam - Volume 1. Volume 42 of Intelligent Systems Reference Library, pages 211-228, Springer, 2013. [doi]

Classifiers Based on Optimal Decision RulesTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FUIN, 127(1-4):151-160, 2013. [doi]

Dynamic programming approach to optimization of approximate decision rulesTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. isci, 221:403-418, 2013. [doi]

Optimization of Decision Rule Complexity for Decision Tables with Many-Valued DecisionsMohammad Azad, Igor Chikalov, Mikhail Moshkov. SMC 2013: 444-448 [doi]

Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative StudyMohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov. kes 2013: 87-94 [doi]

Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree ComplexityMohammad Azad, Igor Chikalov, Mikhail Moshkov. rsfdgrc 2013: 46-54 [doi]

A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative StudyMohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FUIN, 128(1-2):1-15, 2013. [doi]

Relationships for Cost and Uncertainty of Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. In Andrzej Skowron, Zbigniew Suraj, editors, Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam - Volume 2. Volume 43 of Intelligent Systems Reference Library, pages 203-222, Springer, 2013. [doi]

Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five VariablesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. kes 2013: 359-365 [doi]

Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of DataIgor Chikalov, Vadim V. Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen, Andrzej Skowron, Beata Zielosko. Volume 41 of Intelligent Systems Reference Library, Springer, 2013. [doi]

2012

Optimization of Inhibitory Decision Rules Relative to Length and CoverageFawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. rskt 2012: 149-154 [doi]

Length and Coverage of Inhibitory Decision RulesFawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Marta Zielosko. iccci 2012: 325-334 [doi]

Relationships Between Length and Coverage of Exact Decision RulesTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. csp 2012: 1-12 [doi]

Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming ApproachesTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. kes 2013: 41-50 [doi]

Optimization of Approximate Decision Rules Relative to Number of MisclassificationsTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. kes 2012: 674-683 [doi]

Dynamic Programming Approach for Partial Decision Rule OptimizationTalha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FUIN, 119(3-4):233-248, 2012. [doi]

Tests for Decision Tables with Many-Valued Decisions - Comparative StudyMohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FedCSIS 2012: 271-277 [doi]

Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued DecisionsMohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. csp 2012: 13-24 [doi]

Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued DecisionsMohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko. FUIN, 120(3-4):231-242, 2012. [doi]

On Cost and Uncertainty of Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. rsctc 2012: 190-197 [doi]

Relationships between Number of Nodes and Number of Misclassifications for Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. rsctc 2012: 212-218 [doi]

Average Depth and Number of Misclassifications for Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. csp 2012: 160-169 [doi]

2011

Sequential Optimization of Paths in Directed Graphs Relative to Different Cost FunctionsJewahir AbuBekr, Igor Chikalov, Shahid Hussain, Mikhail Moshkov. procedia, 4:1272-1277, 2011. [doi]

Comparison of Greedy Algorithms for α-Decision Tree ConstructionAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. rskt 2011: 178-186 [doi]

Comparison of Greedy Algorithms for Decision Tree ConstructionAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. ic3k 2011: 438-443

Constructing an Optimal Decision Tree for FAST Corner Point DetectionAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. rskt 2011: 187-194 [doi]

Sequential Optimization of Binary Search Trees for Multiple Cost FunctionsMaram Alnafie, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov. cats 2011: 41-44 [doi]

Average Time Complexity of Decision TreesIgor Chikalov. Volume 21 of Intelligent Systems Reference Library, Springer, 2011. [doi]

Decision Rules for Decision Tables with Many-Valued DecisionsIgor Chikalov, Beata Zielosko. rskt 2011: 763-768 [doi]

Online Learning Algorithm for Ensemble of Decision RulesIgor Chikalov, Mikhail Moshkov, Beata Zielosko. rsfdgrc 2011: 310-313 [doi]

Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectoriesIgor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe. bmcbi, 12(S-1), 2011. [doi]

Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation TrajectoriesIgor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe. jilsa, 3(3):155-170, 2011. [doi]

Relationships between Depth and Number of Misclassifications for Decision TreesIgor Chikalov, Shahid Hussain, Mikhail Moshkov. rsfdgrc 2011: 286-292 [doi]

Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost FunctionsIgor Chikalov, Shahid Hussain, Mikhail Moshkov. sofsem 2011: 157-165 [doi]

2010

On Algorithm for Building of Optimal ::::alpha::::-Decision TreesAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. rsctc 2010: 438-445 [doi]

A Tool for Study of Optimal Decision TreesAbdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov. rskt 2010: 353-360 [doi]

Upper Bounds on Minimum Cardinality of Exact and Approximate ReductsIgor Chikalov, Mikhail Moshkov, Beata Zielosko. rsctc 2010: 412-417 [doi]

2005

On Optimization of Decision TreesIgor Chikalov, Mikhail Ju. Moshkov, Maria S. Zelentsova. trs, :18-36, 2005. [doi]

2004

2002

On Average Depth of Decision Trees Implementing Boolean FunctionsIgor Chikalov. FUIN, 50(3-4):265-284, 2002.

2000

On Algorithm for Constructing of Decision Trees with Minimal Number of NodesIgor Chikalov. rsctc 2001: 139-143 [doi]

On Algorithm for Constructing of Decision Trees with Minimal DepthMikhail Moshkov, Igor Chikalov. FUIN, 41(3):295-299, 2000.

1999

On Average Time Complexity of Decision Trees and Branching ProgramsIgor Chikalov. FUIN, 39(4):337-357, 1999.

1998

On Decision Trees with Minimal Average DepthIgor Chikalov. rsctc 1998: 506-512 [doi]

1997

Bounds on Average Weighted Depth of Decision TreesMikhail Moshkov, Igor Chikalov. FUIN, 31(2):145-156, 1997.

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