Igor Chikalov

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 14

Top Topics

Comparative Study

Greedy Algorithms

Boolean Functions

Top Venues

Fundam. Informaticae

Discret. Appl. Math.

Publications

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Greedy Algorithms for Decision Trees with Hypotheses. CoRR (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting. CoRR (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses. Entropy 23 (7) (2021)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Decision Rules Derived from Optimal Decision Trees with Hypotheses. Entropy 23 (12) (2021)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Sorting by Decision Trees with Hypotheses (extended abstract). CS&P (2021)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Minimizing Depth of Decision Trees with Hypotheses. IJCRS (2021)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Minimizing Number of Nodes in Decision Trees with Hypotheses. KES (2021)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. KES (2020)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Decision Trees for Knowledge Representation (short paper). CS&P (2019)
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov
Bi-criteria optimization problems for decision rules. Ann. Oper. Res. 271 (2) (2018)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Bi-criteria optimization of decision trees with applications to data analysis. Eur. J. Oper. Res. 266 (2) (2018)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Totally optimal decision trees for Boolean functions. Discret. Appl. Math. 215 (2016)
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Construction of Association Rule Systems. Fundam. Informaticae 147 (2-3) (2016)
Hassan AbouEisha, Igor Chikalov, Mikhail Moshkov
Decision trees with minimum average depth for sorting eight elements. Discret. Appl. Math. 204 (2016)
Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov, Beata Zielosko
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study. Trans. Rough Sets 19 (2015)
Monther Busbait, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
Diagnosis of constant faults in read-once contact networks over finite bases. Discret. Appl. Math. 184 (2015)
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Construction of Association Rule Systems. CS&P (2015)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Multi-pruning of decision trees for knowledge representation and classification. ACPR (2015)
Fawaz Alsolami, Igor Chikalov, Mikhail Ju. Moshkov
Comparison of Heuristics for Inhibitory Rule Optimization. KES (2014)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Relationships Between Length and Coverage of Decision Rules. Fundam. Informaticae 129 (1-2) (2014)
Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Decision Rule Classifiers for Multi-label Decision Tables. RSEISP (2014)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Relationships between Average Depth and Number of Misclassifications for Decision Trees. Fundam. Informaticae 129 (1-2) (2014)
Saad Alrawaf, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Diagnosis of constant faults in iteration-free circuits over monotone basis. Discret. Appl. Math. 166 (2014)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Classifiers Based on Optimal Decision Rules. Fundam. Informaticae 127 (1-4) (2013)
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. KES (2013)
Hassan AbouEisha, Mohammed Al Farhan, Igor Chikalov, Mikhail Moshkov
An algorithm for reduct cardinality minimization. GrC (2013)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study. Fundam. Informaticae 128 (1-2) (2013)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity. RSFDGrC (2013)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov
Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications. RSKT (2013)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic programming approach to optimization of approximate decision rules. Inf. Sci. 221 (2013)
Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Optimization and analysis of decision trees and rules: dynamic programming approach. Int. J. Gen. Syst. 42 (6) (2013)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications. KES (2013)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables. KES (2013)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions. SMC (2013)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Inhibitory Decision Rules Relative to Length and Coverage. RSKT (2012)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Relationships between Number of Nodes and Number of Misclassifications for Decision Trees. RSCTC (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Partial Decision Rule Optimization. Fundam. Informaticae 119 (3-4) (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Decision Rules Relative to Number of Misclassifications. KES (2012)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
On Cost and Uncertainty of Decision Trees. RSCTC (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Relationships Between Length and Coverage of Exact Decision Rules. CS&P (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches. KES (Selected Papers) (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions. CS&P (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions. Fundam. Informaticae 120 (3-4) (2012)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Marta Zielosko
Length and Coverage of Inhibitory Decision Rules. ICCCI (2) (2012)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Average Depth and Number of Misclassifications for Decision Trees. CS&P (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Tests for Decision Tables with Many-Valued Decisions - Comparative Study. FedCSIS (2012)
Igor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe
Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation Trajectories. J. Intell. Learn. Syst. Appl. 3 (3) (2011)
Igor Chikalov, Beata Zielosko
Decision Rules for Decision Tables with Many-Valued Decisions. RSKT (2011)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Relationships between Depth and Number of Misclassifications for Decision Trees. RSFDGrC (2011)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Comparison of Greedy Algorithms for Decision Tree Construction. KDIR (2011)
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Online Learning Algorithm for Ensemble of Decision Rules. RSFDGrC (2011)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost Functions. SOFSEM (2011)
Igor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe
Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectories. BMC Bioinform. 12 (S-1) (2011)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Comparison of Greedy Algorithms for α-Decision Tree Construction. RSKT (2011)
Jewahir AbuBekr, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Sequential Optimization of Paths in Directed Graphs Relative to Different Cost Functions. ICCS (2011)
Maram Alnafie, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov
Sequential Optimization of Binary Search Trees for Multiple Cost Functions. CATS (2011)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Constructing an Optimal Decision Tree for FAST Corner Point Detection. RSKT (2011)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
-Decision Trees. RSCTC (2010)
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts. RSCTC (2010)
Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
A Tool for Study of Optimal Decision Trees. RSKT (2010)
Igor Chikalov, Mikhail Ju. Moshkov, Maria S. Zelentsova
On Optimization of Decision Trees. Trans. Rough Sets 4 (2005)
Dmitry Budnikov, Igor Chikalov, Sergey Egorychev, Igor Kozintsev, Rainer Lienhart
Providing common I/O clock for wireless distributed platforms. ICASSP (3) (2004)
Dmitry Budnikov, Igor Chikalov, Igor Kozintsev, Rainer Lienhart
Distributed array of synchronized sensors and actuators. EUSIPCO (2004)
Mikhail Moshkov, Igor Chikalov
Consecutive Optimization of Decision Trees Concerning Various Complexity Measures. Fundam. Informaticae 61 (2) (2004)
Igor Chikalov
On Average Depth of Decision Trees Implementing Boolean Functions. Fundam. Informaticae 50 (3-4) (2002)
Igor Chikalov
On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes. Rough Sets and Current Trends in Computing (2000)
Mikhail Moshkov, Igor Chikalov
On Algorithm for Constructing of Decision Trees with Minimal Depth. Fundam. Informaticae 41 (3) (2000)
Igor Chikalov
On Average Time Complexity of Decision Trees and Branching Programs. Fundam. Informaticae 39 (4) (1999)
Igor Chikalov
On Decision Trees with Minimal Average Depth. Rough Sets and Current Trends in Computing (1998)
Mikhail Moshkov, Igor Chikalov
Bounds on Average Weighted Depth of Decision Trees. Fundam. Informaticae 31 (2) (1997)