Bounds on Average Weighted Depth of Decision Trees. - Mikhail Moshkov; Igor Chikalov (Fundam. Informaticae, 1997)

On Decision Trees with Minimal Average Depth. - Igor Chikalov (Rough Sets and Current Trends in Computing, 1998)

On Average Time Complexity of Decision Trees and Branching Programs. - Igor Chikalov (Fundam. Informaticae, 1999)

On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes. - Igor Chikalov (Rough Sets and Current Trends in Computing, 2000)

On Algorithm for Constructing of Decision Trees with Minimal Depth. - Mikhail Moshkov; Igor Chikalov (Fundam. Informaticae, 2000)

On Average Depth of Decision Trees Implementing Boolean Functions. - Igor Chikalov (Fundam. Informaticae, 2002)

Distributed array of synchronized sensors and actuators. - Dmitry Budnikov; Igor Chikalov; Igor Kozintsev; Rainer Lienhart (EUSIPCO, 2004)

Providing common I/O clock for wireless distributed platforms. - Dmitry Budnikov; Igor Chikalov; Sergey Egorychev; Igor Kozintsev; Rainer Lienhart (ICASSP (3), 2004)

Consecutive Optimization of Decision Trees Concerning Various Complexity Measures. - Mikhail Moshkov; Igor Chikalov (Fundam. Informaticae, 2004)

On Optimization of Decision Trees. - Igor Chikalov; Mikhail Ju. Moshkov; Maria S. Zelentsova (Trans. Rough Sets, 2005)

On Algorithm for Building of Optimal alpha-Decision Trees. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (RSCTC, 2010)

Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts. - Igor Chikalov; Mikhail Moshkov; Beata Zielosko (RSCTC, 2010)

A Tool for Study of Optimal Decision Trees. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (RSKT, 2010)

Sequential Optimization of Binary Search Trees for Multiple Cost Functions. - Maram Alnafie; Igor Chikalov; Shahid Hussain 004; Mikhail Ju. Moshkov (CATS, 2011)

Comparison of Greedy Algorithms for Decision Tree Construction. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (KDIR, 2011)

Relationships between Depth and Number of Misclassifications for Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (RSFDGrC, 2011)

Online Learning Algorithm for Ensemble of Decision Rules. - Igor Chikalov; Mikhail Moshkov; Beata Zielosko (RSFDGrC, 2011)

Comparison of Greedy Algorithms for α-Decision Tree Construction. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (RSKT, 2011)

Constructing an Optimal Decision Tree for FAST Corner Point Detection. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (RSKT, 2011)

Decision Rules for Decision Tables with Many-Valued Decisions. - Igor Chikalov; Beata Zielosko (RSKT, 2011)

Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost Functions. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (SOFSEM, 2011)

Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation Trajectories. - Igor Chikalov; Peggy Yao; Mikhail Moshkov; Jean-Claude Latombe (J. Intell. Learn. Syst. Appl., 2011)

Sequential Optimization of Paths in Directed Graphs Relative to Different Cost Functions. - Jewahir AbuBekr; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (ICCS, 2011)

Average Time Complexity of Decision Trees - Igor Chikalov (Springer, 2011)

Relationships Between Length and Coverage of Exact Decision Rules. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (CS&P, 2012)

Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (CS&P, 2012)

Average Depth and Number of Misclassifications for Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (CS&P, 2012)

Tests for Decision Tables with Many-Valued Decisions - Comparative Study. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (FedCSIS, 2012)

Length and Coverage of Inhibitory Decision Rules. - Fawaz Alsolami 001; Igor Chikalov; Mikhail Moshkov; Beata Marta Zielosko (ICCCI (2), 2012)

Optimization of Approximate Decision Rules Relative to Number of Misclassifications. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (KES, 2012)

Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (KES (Selected Papers), 2012)

On Cost and Uncertainty of Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (RSCTC, 2012)

Relationships between Number of Nodes and Number of Misclassifications for Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (RSCTC, 2012)

Optimization of Inhibitory Decision Rules Relative to Length and Coverage. - Fawaz Alsolami 001; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (RSKT, 2012)

Dynamic Programming Approach for Partial Decision Rule Optimization. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2012)

Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2012)

An algorithm for reduct cardinality minimization. - Hassan AbouEisha; Mohammed A. Al Farhan; Igor Chikalov; Mikhail Moshkov (GrC, 2013)

Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications. - Fawaz Alsolami 001; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (KES, 2013)

Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. - Mohammad Azad; Beata Zielosko; Mikhail Moshkov; Igor Chikalov (KES, 2013)

Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (KES, 2013)

Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov (RSFDGrC, 2013)

Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications. - Fawaz Alsolami 001; Igor Chikalov; Mikhail Moshkov (RSKT, 2013)

Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov (SMC, 2013)

Classifiers Based on Optimal Decision Rules. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2013)

A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2013)

Optimization and analysis of decision trees and rules: dynamic programming approach. - Abdulaziz Alkhalid; Talha Amin; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov; Beata Zielosko (Int. J. Gen. Syst., 2013)

Dynamic programming approach to optimization of approximate decision rules. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Inf. Sci., 2013)

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 (Springer, 2013)

Comparison of Greedy Algorithms for Decision Tree Optimization. - Abdulaziz Alkhalid; Igor Chikalov; Mikhail Moshkov (Rough Sets and Intelligent Systems (2), 2013)

Dynamic Programming Approach for Exact Decision Rule Optimization. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Rough Sets and Intelligent Systems (1), 2013)

Relationships for Cost and Uncertainty of Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Rough Sets and Intelligent Systems (2), 2013)

Comparison of Heuristics for Inhibitory Rule Optimization. - Fawaz Alsolami 001; Igor Chikalov; Mikhail Ju. Moshkov (KES, 2014)

Decision Rule Classifiers for Multi-label Decision Tables. - Fawaz Alsolami 001; Mohammad Azad; Igor Chikalov; Mikhail Moshkov (RSEISP, 2014)

Diagnosis of constant faults in iteration-free circuits over monotone basis. - Saad Alrawaf; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Discret. Appl. Math., 2014)

Relationships Between Length and Coverage of Decision Rules. - Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2014)

Relationships between Average Depth and Number of Misclassifications for Decision Trees. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Fundam. Informaticae, 2014)

Optimization of Decision Rules Based on Dynamic Programming Approach. - Beata Zielosko; Igor Chikalov; Mikhail Moshkov; Talha Amin (Innovations in Intelligent Machines (4), 2014)

Multi-pruning of decision trees for knowledge representation and classification. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (ACPR, 2015)

Diagnosis of constant faults in read-once contact networks over finite bases. - Monther Busbait; Igor Chikalov; Shahid Hussain 004; Mikhail Ju. Moshkov (Discret. Appl. Math., 2015)

Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study. - Mohammad Azad; Igor Chikalov; Mikhail Ju. Moshkov; Beata Zielosko (Trans. Rough Sets, 2015)

Decision trees with minimum average depth for sorting eight elements. - Hassan AbouEisha; Igor Chikalov; Mikhail Moshkov (Discret. Appl. Math., 2016)

Totally optimal decision trees for Boolean functions. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Discret. Appl. Math., 2016)

Dynamic Programming Approach for Construction of Association Rule Systems. - Fawaz Alsolami 001; Talha Amin; Igor Chikalov; Mikhail Moshkov; Beata Zielosko (Fundam. Informaticae, 2016)

Bi-criteria optimization problems for decision rules. - Fawaz Alsolami 001; Talha Amin; Igor Chikalov; Mikhail Moshkov (Ann. Oper. Res., 2018)

Bi-criteria optimization of decision trees with applications to data analysis. - Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Eur. J. Oper. Res., 2018)

Decision Trees for Knowledge Representation (short paper). - Mohammad Azad; Igor Chikalov; Mikhail Moshkov (CS&P, 2019)

Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining - Hassan AbouEisha; Talha Amin; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Springer, 2019)

Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. - Mohammad Azad; Igor Chikalov; Mikhail Moshkov (KES, 2020)

Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions - Fawaz Alsolami 001; Mohammad Azad; Igor Chikalov; Mikhail Moshkov (Springer, 2020)

Sorting by Decision Trees with Hypotheses (extended abstract). - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (CS&P, 2021)

Minimizing Number of Nodes in Decision Trees with Hypotheses. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (KES, 2021)

Minimizing Depth of Decision Trees with Hypotheses. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (IJCRS, 2021)

Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov (Entropy, 2021)

Decision Rules Derived from Optimal Decision Trees with Hypotheses. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov; Beata Zielosko (Entropy, 2021)

Greedy Algorithms for Decision Trees with Hypotheses. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov; Beata Zielosko (CoRR, 2022)

Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting. - Mohammad Azad; Igor Chikalov; Shahid Hussain 004; Mikhail Moshkov; Beata Zielosko (CoRR, 2022)