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Igor Chikalov
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Books and Theses
- 2020
- [b4]Fawaz Alsolami
, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions. Intelligent Systems Reference Library 156, Springer 2020, ISBN 978-3-030-12853-1, pp. 1-269 - 2019
- [b3]Hassan AbouEisha
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining. Intelligent Systems Reference Library 146, Springer 2019, ISBN 978-3-319-91838-9, pp. 1-268 - 2013
- [b2]Igor Chikalov, Vadim V. Lozin
Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data. Intelligent Systems Reference Library 41, Springer 2013, ISBN 978-3-642-28666-7, pp. 3-192 - 2011
- [b1]Igor Chikalov:
Average Time Complexity of Decision Trees. Intelligent Systems Reference Library 21, Springer 2011, ISBN 978-3-642-22660-1, pp. 1-84
Journal Articles
- 2021
- [j26]Mohammad Azad
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses. Entropy 23(7): 808 (2021) - [j25]Mohammad Azad
Decision Rules Derived from Optimal Decision Trees with Hypotheses. Entropy 23(12): 1641 (2021) - 2018
- [j24]Fawaz Alsolami
Bi-criteria optimization problems for decision rules. Ann. Oper. Res. 271(2): 279-295 (2018) - [j23]Igor Chikalov, Shahid Hussain
Bi-criteria optimization of decision trees with applications to data analysis. Eur. J. Oper. Res. 266(2): 689-701 (2018) - 2016
- [j22]Hassan AbouEisha
Decision trees with minimum average depth for sorting eight elements. Discret. Appl. Math. 204: 203-207 (2016) - [j21]Igor Chikalov, Shahid Hussain
Totally optimal decision trees for Boolean functions. Discret. Appl. Math. 215: 1-13 (2016) - [j20]Fawaz Alsolami
Dynamic Programming Approach for Construction of Association Rule Systems. Fundam. Informaticae 147(2-3): 159-171 (2016) - 2015
- [j19]Monther Busbait
Diagnosis of constant faults in read-once contact networks over finite bases. Discret. Appl. Math. 184: 76-88 (2015) - [j18]Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study. Trans. Rough Sets 19: 38-50 (2015) - 2014
- [j17]Saad Alrawaf, Igor Chikalov, Shahid Hussain
Diagnosis of constant faults in iteration-free circuits over monotone basis. Discret. Appl. Math. 166: 287-291 (2014) - [j16]Talha Amin, Igor Chikalov, Mikhail Moshkov
Relationships Between Length and Coverage of Decision Rules. Fundam. Informaticae 129(1-2): 1-13 (2014) - [j15]Igor Chikalov, Shahid Hussain
Relationships between Average Depth and Number of Misclassifications for Decision Trees. Fundam. Informaticae 129(1-2): 15-26 (2014) - 2013
- [j14]Talha Amin, Igor Chikalov, Mikhail Moshkov
Classifiers Based on Optimal Decision Rules. Fundam. Informaticae 127(1-4): 151-160 (2013) - [j13]Mohammad Azad
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study. Fundam. Informaticae 128(1-2): 1-15 (2013) - [j12]Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain
Optimization and analysis of decision trees and rules: dynamic programming approach. Int. J. Gen. Syst. 42(6): 614-634 (2013) - [j11]Talha Amin, Igor Chikalov, Mikhail Moshkov
Dynamic programming approach to optimization of approximate decision rules. Inf. Sci. 221: 403-418 (2013) - 2012
- [j10]Talha Amin, Igor Chikalov, Mikhail Moshkov
Dynamic Programming Approach for Partial Decision Rule Optimization. Fundam. Informaticae 119(3-4): 233-248 (2012) - [j9]Mohammad Azad
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions. Fundam. Informaticae 120(3-4): 231-242 (2012) - 2011
- [j8]Igor Chikalov, Peggy Yao, Mikhail Moshkov
Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectories. BMC Bioinform. 12(S-1): S34 (2011) - [j7]Igor Chikalov, Peggy Yao, Mikhail Moshkov
Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation Trajectories. J. Intell. Learn. Syst. Appl. 3(3): 155-170 (2011) - 2005
- [j6]Igor Chikalov, Mikhail Ju. Moshkov, Maria S. Zelentsova:
On Optimization of Decision Trees. Trans. Rough Sets 4: 18-36 (2005) - 2004
- [j5]Mikhail Moshkov, Igor Chikalov:
Consecutive Optimization of Decision Trees Concerning Various Complexity Measures. Fundam. Informaticae 61(2): 87-96 (2004) - 2002
- [j4]Igor Chikalov:
On Average Depth of Decision Trees Implementing Boolean Functions. Fundam. Informaticae 50(3-4): 265-284 (2002) - 2000
- [j3]Mikhail Moshkov, Igor Chikalov:
On Algorithm for Constructing of Decision Trees with Minimal Depth. Fundam. Informaticae 41(3): 295-299 (2000) - 1999
- [j2]Igor Chikalov:
On Average Time Complexity of Decision Trees and Branching Programs. Fundam. Informaticae 39(4): 337-357 (1999) - 1997
- [j1]Mikhail Moshkov, Igor Chikalov:
Bounds on Average Weighted Depth of Decision Trees. Fundam. Informaticae 31(2): 145-156 (1997)
Conference and Workshop Papers
- 2021
- [c42]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Sorting by Decision Trees with Hypotheses (extended abstract). CS&P 2021: 126-130 - [c41]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Minimizing Number of Nodes in Decision Trees with Hypotheses. KES 2021: 232-240 - [c40]Mohammad Azad
Minimizing Depth of Decision Trees with Hypotheses. IJCRS 2021: 123-133 - 2020
- [c39]Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. KES 2020: 653-659 - 2019
- [c38]Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Decision Trees for Knowledge Representation (short paper). CS&P 2019 - 2015
- [c37]Mohammad Azad
Multi-pruning of decision trees for knowledge representation and classification. ACPR 2015: 604-608 - [c36]Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Dynamic Programming Approach for Construction of Association Rule Systems. CS&P 2015: 12-21 - 2014
- [c35]Fawaz Alsolami
Comparison of Heuristics for Inhibitory Rule Optimization. KES 2014: 378-387 - [c34]Fawaz Alsolami
Decision Rule Classifiers for Multi-label Decision Tables. RSEISP 2014: 191-197 - 2013
- [c33]Hassan AbouEisha
An algorithm for reduct cardinality minimization. GrC 2013: 1-3 - [c32]Mohammad Azad
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. KES 2013: 87-94 - [c31]Fawaz Alsolami
Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications. KES 2013: 295-302 - [c30]Igor Chikalov, Shahid Hussain
Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables. KES 2013: 359-365 - [c29]Mohammad Azad
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity. RSFDGrC 2013: 46-54 - [c28]Fawaz Alsolami
Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications. RSKT 2013: 154-165 - [c27]Mohammad Azad
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions. SMC 2013: 444-448 - 2012
- [c26]Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Relationships Between Length and Coverage of Exact Decision Rules. CS&P 2012: 1-12 - [c25]Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions. CS&P 2012: 13-24 - [c24]Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Average Depth and Number of Misclassifications for Decision Trees. CS&P 2012: 160-169 - [c23]Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Tests for Decision Tables with Many-Valued Decisions - Comparative Study. FedCSIS 2012: 271-277 - [c22]Fawaz Alsolami
Length and Coverage of Inhibitory Decision Rules. ICCCI (2) 2012: 325-334 - [c21]Talha Amin, Igor Chikalov, Mikhail Moshkov
Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches. KES (Selected Papers) 2012: 41-50 - [c20]Talha Amin, Igor Chikalov, Mikhail Moshkov
Optimization of Approximate Decision Rules Relative to Number of Misclassifications. KES 2012: 674-683 - [c19]Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
On Cost and Uncertainty of Decision Trees. RSCTC 2012: 190-197 - [c18]Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Relationships between Number of Nodes and Number of Misclassifications for Decision Trees. RSCTC 2012: 212-218 - [c17]Fawaz Alsolami
Optimization of Inhibitory Decision Rules Relative to Length and Coverage. RSKT 2012: 149-154 - 2011
- [c16]Maram Alnafie, Igor Chikalov, Shahid Hussain, Mikhail Ju. Moshkov:
Sequential Optimization of Binary Search Trees for Multiple Cost Functions. CATS 2011: 41-44 - [c15]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov:
Comparison of Greedy Algorithms for Decision Tree Construction. KDIR 2011: 438-443 - [c14]Igor Chikalov, Shahid Hussain
Relationships between Depth and Number of Misclassifications for Decision Trees. RSFDGrC 2011: 286-292 - [c13]Igor Chikalov, Mikhail Moshkov
Online Learning Algorithm for Ensemble of Decision Rules. RSFDGrC 2011: 310-313 - [c12]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Comparison of Greedy Algorithms for α-Decision Tree Construction. RSKT 2011: 178-186 - [c11]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Constructing an Optimal Decision Tree for FAST Corner Point Detection. RSKT 2011: 187-194 - [c10]Igor Chikalov, Beata Zielosko
Decision Rules for Decision Tables with Many-Valued Decisions. RSKT 2011: 763-768 - [c9]Igor Chikalov, Shahid Hussain
Sequential Optimization of Matrix Chain Multiplication Relative to Different Cost Functions. SOFSEM 2011: 157-165 - [c8]Jewahir AbuBekr, Igor Chikalov, Shahid Hussain
Sequential Optimization of Paths in Directed Graphs Relative to Different Cost Functions. ICCS 2011: 1272-1277 - 2010
- [c7]Igor Chikalov, Mikhail Moshkov
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts. RSCTC 2010: 412-417 - [c6]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
On Algorithm for Building of Optimal alpha-Decision Trees. RSCTC 2010: 438-445 - [c5]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
A Tool for Study of Optimal Decision Trees. RSKT 2010: 353-360 - 2004
- [c4]Dmitry Budnikov, Igor Chikalov, Igor Kozintsev, Rainer Lienhart:
Distributed array of synchronized sensors and actuators. EUSIPCO 2004: 2243-2246 - [c3]Dmitry Budnikov, Igor Chikalov, Sergey Egorychev, Igor Kozintsev, Rainer Lienhart:
Providing common I/O clock for wireless distributed platforms. ICASSP (3) 2004: 909-912 - 2000
- [c2]Igor Chikalov:
On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes. Rough Sets and Current Trends in Computing 2000: 139-143 - 1998
- [c1]Igor Chikalov:
On Decision Trees with Minimal Average Depth. Rough Sets and Current Trends in Computing 1998: 506-512
Parts in Books or Collections
- 2014
- [p4]Beata Zielosko
Optimization of Decision Rules Based on Dynamic Programming Approach. Innovations in Intelligent Machines (4) 2014: 369-392 - 2013
- [p3]Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov
Comparison of Greedy Algorithms for Decision Tree Optimization. Rough Sets and Intelligent Systems (2) 2013: 21-40 - [p2]Igor Chikalov, Shahid Hussain
Relationships for Cost and Uncertainty of Decision Trees. Rough Sets and Intelligent Systems (2) 2013: 203-222 - [p1]Talha Amin, Igor Chikalov, Mikhail Moshkov
Dynamic Programming Approach for Exact Decision Rule Optimization. Rough Sets and Intelligent Systems (1) 2013: 211-228
Informal and Other Publications
- 2022
- [i2]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko:
Greedy Algorithms for Decision Trees with Hypotheses. CoRR abs/2203.08848 (2022) - [i1]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko:
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting. CoRR abs/2203.08894 (2022)
Coauthor Index
Mikhail Ju. Moshkov
aka: Mikhail Moshkov
aka: Mikhail Moshkov
[b4] [b3] [b2] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j3] [j1] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c9] [c8] [c7] [c6] [c5] [p4] [p3] [p2] [p1] [i2] [i1]
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