Mikhail Moshkov

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 70

Top Venues

Publications

Azimkhon Ostonov, Mikhail Moshkov
Lower Bounds on Cardinality of Reducts for Decision Tables from Closed Classes. CoRR (2024)
Kerven Durdymyradov, Mikhail Moshkov
Simulating Functioning of Decision Trees for Tasks on Decision Rule Systems. IJCRS (1) (2024)
Kerven Durdymyradov, Mikhail Moshkov
Bounds on depth of decision trees derived from decision rule systems with discrete attributes. Ann. Math. Artif. Intell. 92 (3) (2024)
Azimkhon Ostonov, Mikhail Moshkov
Comparative Analysis of Deterministic and Nondeterministic Decision Trees for Decision Tables from Closed Classes. Entropy 26 (6) (2024)
Azimkhon Ostonov, Mikhail Moshkov
Greedy Algorithm for Construction of Deterministic Decision Trees for Conventional Decision Tables from Closed Classes. IJCRS (1) (2024)
Kerven Durdymyradov, Mikhail Moshkov
Greedy Algorithm for Inference of Decision Trees from Decision Rule Systems. CoRR (2024)
Azimkhon Ostonov, Mikhail Moshkov
On Complexity of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions from Closed Classes. IJCRS (1) (2024)
Beata Zielosko, Mikhail Moshkov, Anna Glid, Evans Teiko Tetteh
Decision Rules Induced From Sets of Decision Trees. KES (2023)
Kerven Durdymyradov, Mikhail Moshkov
Time and Space Complexity of Deterministic and Nondeterministic Decision Trees: Local Approach. BigData (2023)
Mohammad Azad, Mikhail Moshkov
Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables. Entropy 25 (4) (2023)
Kerven Durdymyradov, Mikhail Moshkov
Construction of Decision Trees and Acyclic Decision Graphs from Decision Rule Systems. CoRR (2023)
Kerven Durdymyradov, Mikhail Moshkov
A Local Approach to Studying the Time and Space Complexity of Deterministic and Nondeterministic Decision Trees. CoRR (2023)
Azimkhon Ostonov, Mikhail Moshkov
Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions from Closed Classes. IJCRS (2023)
Azimkhon Ostonov, Mikhail Moshkov
Deterministic and Strongly Nondeterministic Decision Trees for Decision Tables from Closed Classes. CoRR (2023)
Mikhail Moshkov
Time and space complexity of deterministic and nondeterministic decision trees. Ann. Math. Artif. Intell. 91 (1) (2023)
Azimkhon Ostonov, Mikhail Moshkov
On Complexity of Deterministic and Nondeterministic Decision Trees for Conventional Decision Tables from Closed Classes. Entropy 25 (10) (2023)
Kerven Durdymyradov, Mikhail Moshkov
Bounds on Depth of Decision Trees Derived from Decision Rule Systems. CoRR (2023)
Mikhail Moshkov
Decision Trees for Binary Subword-Closed Languages. Entropy 25 (2) (2023)
Mikhail Moshkov
Diagnosis of Constant Faults in Switching Networks. CoRR (2023)
Azimkhon Ostonov, Mikhail Moshkov
Comparative Analysis of Deterministic and Nondeterministic Decision Trees for Decision Tables from Closed Classes. CoRR (2023)
Azimkhon Ostonov, Mikhail Moshkov
Comparison of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes. CoRR (2023)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
Common Association Rules for Dispersed Information Systems. KES (2022)
Mikhail Moshkov
Rough analysis of computation trees. CoRR (2022)
Mikhail Moshkov
Exact learning and test theory. CoRR (2022)
Mikhail Moshkov
Decision trees for binary subword-closed languages. CoRR (2022)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh, Anna Glid
Learning Decision Rules from Sets of Decision Trees. ISD (2022)
Mikhail Moshkov
Time and space complexity of deterministic and nondeterministic decision trees. CoRR (2022)
Mikhail Moshkov
Decision trees for regular factorial languages. CoRR (2022)
Mikhail Moshkov
Common Decision Trees, Rules, and Tests (Reducts) for Dispersed Decision Tables. KES (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Greedy Algorithms for Decision Trees with Hypotheses. CoRR (2022)
Mikhail Moshkov
Exact learning for infinite families of concepts. CoRR (2022)
Mikhail Moshkov
On the Depth of Decision Trees with Hypotheses. Entropy 24 (1) (2022)
Mikhail Moshkov
Rough analysis of computation trees. Discret. Appl. Math. 321 (2022)
Mikhail Moshkov
Decision trees for regular factorial languages. Array 15 (2022)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
Selected Data Mining Tools for Data Analysis in Distributed Environment. Entropy 24 (10) (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)
Mikhail Moshkov
On the depth of decision trees over infinite 1-homogeneous binary information systems. Array 10 (2021)
Mikhail Moshkov
Decision trees based on 1-consequences. Discret. Appl. Math. 302 (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)
Vadim V. Lozin, Mikhail Moshkov
Critical Properties and Complexity Measures of Read-Once Boolean Functions. Ann. Math. Artif. Intell. 89 (5-6) (2021)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. KES (2020)
Michal Mankowski, Mikhail Moshkov
Extensions of dynamic programming for multi-stage combinatorial optimization. Theor. Comput. Sci. 844 (2020)
Michal Mankowski, Mikhail Moshkov
Dynamic programming bi-criteria combinatorial optimization. Discret. Appl. Math. 284 (2020)
Mohammad Azad, Mikhail Moshkov
Experimental Study of Totally Optimal Decision Rules. ICAISC (2) (2019)
Abdulla Aldilaijan, Mohammad Azad, Mikhail Moshkov
Experimental Study of Totally Optimal Decision Trees. Fundam. Informaticae 165 (3-4) (2019)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Decision Trees for Knowledge Representation (short paper). CS&P (2019)
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko, Krzysztof Zabinski
Comparison of Heuristics for Optimization of Association Rules. Fundam. Informaticae 166 (1) (2019)
Hassan AbouEisha, Victor M. Calo, Konrad Jopek, Mikhail Moshkov, Anna Paszynska, Maciej Paszynski
Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp-adaptive Grids. ICCS (2) (2018)
Talha Amin, Mikhail Moshkov
Totally optimal decision rules. Discret. Appl. Math. 236 (2018)
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)
Michal Mankowski, Mikhail Moshkov
Multi-stage Optimization of Matchings in Trees with Application to Kidney Exchange. IJCRS (1) (2017)
Mohammad Azad, Mikhail Moshkov
Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions. Eur. J. Oper. Res. 263 (3) (2017)
Hassan AbouEisha, Mohammad Azad, Mikhail Moshkov
On Importance of Rows for Decision Tables. IJCRS (1) (2017)
Aistis Atminas, Vadim V. Lozin, Mikhail Moshkov
WQO is decidable for factorial languages. Inf. Comput. 256 (2017)
Hassan AbouEisha, Victor Manuel Calo, Konrad Jopek, Mikhail Moshkov, Anna Paszynska, Maciej Paszynski, Marcin Skotniczny
Element Partition Trees For H-Refined Meshes to Optimize Direct Solver Performance. Part I: Dynamic Programming. Int. J. Appl. Math. Comput. Sci. 27 (2) (2017)
Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Totally optimal decision trees for Boolean functions. Discret. Appl. Math. 215 (2016)
Monther Busbait, Mikhail Moshkov
Diagnosis of three types of constant faults in read-once contact networks over finite bases. Theor. Comput. Sci. 630 (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)
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko
Comparison of Heuristics for Optimization of Association Rules. CS&P (2015)
Mohammad Azad, Mikhail Moshkov
Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables. FedCSIS (2015)
Anna Paszynska, Maciej Paszynski, Konrad Jopek, Maciej Wozniak, Damian Goik, Piotr Gurgul, Hassan AbouEisha, Mikhail Moshkov, Victor Manuel Calo, Andrew Lenharth, Donald Nguyen, Keshav Pingali
Quasi-Optimal Elimination Trees for 2D Grids with Singularities. Sci. Program. 2015 (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)
Mikhail Moshkov
Dynamic Programming Approach for Study of Decision Trees. CS&P (2015)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Relationships Between Length and Coverage of Decision Rules. Fundam. Informaticae 129 (1-2) (2014)
Mohammad Azad, Mikhail Moshkov
Minimizing Size of Decision Trees for Multi-label Decision Tables. FedCSIS (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)
Hassan AbouEisha, Mikhail Moshkov, Victor M. Calo, Maciej Paszynski, Damian Goik, Konrad Jopek
Dynamic Programming Algorithm for Generation of Optimal Elimination Trees for Multi-frontal Direct Solver Over H-refined Grids. ICCS (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)
Aistis Atminas, Vadim V. Lozin, Mikhail Moshkov
Deciding WQO for Factorial Languages. LATA (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, Piotr Gurgul, Anna Paszynska, Maciek Paszynski, Krzysztof Kuznik, Mikhail Moshkov
An Automatic Way of Finding Robust Elimination Trees for a Multi-frontal Sparse Solver for Radical 2D Hierarchical Meshes. PPAM (2) (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mikhail Moshkov