Igor Chikalov

78 papers B 9C 1Misc 2Journal 28Unranked 30
YearRankTypeTitle / Venue / Authors
2022 J jnl
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2022 J jnl
Greedy Algorithms for Decision Trees with Hypotheses.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Decision Rules Derived from Optimal Decision Trees with Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 — conf
Minimizing Depth of Decision Trees with Hypotheses.
IJCRS
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 B conf
Minimizing Number of Nodes in Decision Trees with Hypotheses.
KES
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 — conf
Sorting by Decision Trees with Hypotheses (extended abstract).
CS&P
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2020 — book
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2020 B conf
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions.
KES
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2019 — conf
Decision Trees for Knowledge Representation (short paper).
CS&P
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2019 — book
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2018 J jnl
Bi-criteria optimization of decision trees with applications to data analysis.
Eur. J. Oper. Res.
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2018 J jnl
Bi-criteria optimization problems for decision rules.
Ann. Oper. Res.
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov
2016 J jnl
Decision trees with minimum average depth for sorting eight elements.
Discret. Appl. Math.
Hassan AbouEisha, Igor Chikalov, Mikhail Moshkov
2016 J jnl
Dynamic Programming Approach for Construction of Association Rule Systems.
Fundam. Informaticae
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2016 J jnl
Totally optimal decision trees for Boolean functions.
Discret. Appl. Math.
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2015 J jnl
Diagnosis of constant faults in read-once contact networks over finite bases.
Discret. Appl. Math.
Monther Busbait, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
2015 — conf
Dynamic Programming Approach for Construction of Association Rule Systems.
CS&P
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2015 — conf
Multi-pruning of decision trees for knowledge representation and classification.
ACPR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2015 J jnl
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study.
Trans. Rough Sets
Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov, Beata Zielosko
2014 B conf
Comparison of Heuristics for Inhibitory Rule Optimization.
KES
Fawaz Alsolami, Igor Chikalov, Mikhail Ju. Moshkov
2014 — conf
Decision Rule Classifiers for Multi-label Decision Tables.
RSEISP
Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2014 J jnl
Diagnosis of constant faults in iteration-free circuits over monotone basis.
Discret. Appl. Math.
Saad Alrawaf, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2014 — ch.
Optimization of Decision Rules Based on Dynamic Programming Approach.
Innovations in Intelligent Machines (4)
Beata Zielosko, Igor Chikalov, Mikhail Moshkov, Talha Amin
2014 J jnl
Relationships Between Length and Coverage of Decision Rules.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2014 J jnl
Relationships between Average Depth and Number of Misclassifications for Decision Trees.
Fundam. Informaticae
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2013 J jnl
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 Misc conf
An algorithm for reduct cardinality minimization.
GrC
Hassan AbouEisha, Mohammed A. Al Farhan, Igor Chikalov, Mikhail Moshkov
2013 J jnl
Classifiers Based on Optimal Decision Rules.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 — ch.
Comparison of Greedy Algorithms for Decision Tree Optimization.
Rough Sets and Intelligent Systems (2)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2013 B conf
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.
KES
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
2013 — ch.
Dynamic Programming Approach for Exact Decision Rule Optimization.
Rough Sets and Intelligent Systems (1)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
Dynamic programming approach to optimization of approximate decision rules.
Inf. Sci.
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
Optimization and analysis of decision trees and rules: dynamic programming approach.
Int. J. Gen. Syst.
Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2013 B conf
Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications.
KES
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 B conf
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions.
SMC
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2013 — ch.
Relationships for Cost and Uncertainty of Decision Trees.
Rough Sets and Intelligent Systems (2)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2013 — conf
Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications.
RSKT
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov
2013 — book
Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data
Igor Chikalov, Vadim V. Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen, Andrzej Skowron, Beata Zielosko
2013 — conf
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity.
RSFDGrC
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2013 B conf
Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables.
KES
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 — conf
Average Depth and Number of Misclassifications for Decision Trees.
CS&P
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 J jnl
Dynamic Programming Approach for Partial Decision Rule Optimization.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.
CS&P
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 J jnl
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Length and Coverage of Inhibitory Decision Rules.
ICCCI (2)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Marta Zielosko
2012 — conf
On Cost and Uncertainty of Decision Trees.
RSCTC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 B conf
Optimization of Approximate Decision Rules Relative to Number of Misclassifications.
KES
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches.
KES (Selected Papers)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Optimization of Inhibitory Decision Rules Relative to Length and Coverage.
RSKT
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Relationships Between Length and Coverage of Exact Decision Rules.
CS&P
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Relationships between Number of Nodes and Number of Misclassifications for Decision Trees.
RSCTC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2012 C conf
Tests for Decision Tables with Many-Valued Decisions - Comparative Study.
FedCSIS
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2011 — book
Average Time Complexity of Decision Trees
Igor Chikalov
2011 — conf
Comparison of Greedy Algorithms for Decision Tree Construction.
KDIR
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2011 — conf
Comparison of Greedy Algorithms for α-Decision Tree Construction.
RSKT
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2011 — conf
Constructing an Optimal Decision Tree for FAST Corner Point Detection.
RSKT
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2011 — conf
Decision Rules for Decision Tables with Many-Valued Decisions.
RSKT
Igor Chikalov, Beata Zielosko
2011 J jnl
Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation Trajectories.
J. Intell. Learn. Syst. Appl.
Igor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe
2011 J jnl
Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectories.
BMC Bioinform.
Igor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe
2011 — conf
Online Learning Algorithm for Ensemble of Decision Rules.
RSFDGrC
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2011 — conf
Relationships between Depth and Number of Misclassifications for Decision Trees.
RSFDGrC
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2011 — conf
Sequential Optimization of Binary Search Trees for Multiple Cost Functions.
CATS
Maram Alnafie, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
2011 B conf
Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost Functions.
SOFSEM
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2011 Misc conf
Sequential Optimization of Paths in Directed Graphs Relative to Different Cost Functions.
ICCS
Jewahir AbuBekr, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2010 — conf
A Tool for Study of Optimal Decision Trees.
RSKT
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2010 — conf
On Algorithm for Building of Optimal
RSCTC
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
2010 — conf
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts.
RSCTC
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2005 J jnl
On Optimization of Decision Trees.
Trans. Rough Sets
Igor Chikalov, Mikhail Ju. Moshkov, Maria S. Zelentsova
2004 J jnl
Consecutive Optimization of Decision Trees Concerning Various Complexity Measures.
Fundam. Informaticae
Mikhail Moshkov, Igor Chikalov
2004 — conf
Distributed array of synchronized sensors and actuators.
EUSIPCO
Dmitry Budnikov, Igor Chikalov, Igor Kozintsev, Rainer Lienhart
2004 — conf
Providing common I/O clock for wireless distributed platforms.
ICASSP (3)
Dmitry Budnikov, Igor Chikalov, Sergey Egorychev, Igor Kozintsev, Rainer Lienhart
2002 J jnl
On Average Depth of Decision Trees Implementing Boolean Functions.
Fundam. Informaticae
Igor Chikalov
2000 J jnl
On Algorithm for Constructing of Decision Trees with Minimal Depth.
Fundam. Informaticae
Mikhail Moshkov, Igor Chikalov
2000 — conf
On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes.
Rough Sets and Current Trends in Computing
Igor Chikalov
1999 J jnl
On Average Time Complexity of Decision Trees and Branching Programs.
Fundam. Informaticae
Igor Chikalov
1998 — conf
On Decision Trees with Minimal Average Depth.
Rough Sets and Current Trends in Computing
Igor Chikalov
1997 J jnl
Bounds on Average Weighted Depth of Decision Trees.
Fundam. Informaticae
Mikhail Moshkov, Igor Chikalov