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ORCIDMohammad Azad
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2020 – today
- 2025
[j14]Mohammad Azad, Tasnemul Hasan Nehal, Mikhail Moshkov:
A novel ensemble learning method using majority based voting of multiple selective decision trees. Computing 107(1): 42 (2025)- 2023
- [j13]Madallah Alruwaili, Muhammad Hameed Siddiqi, Kamran Farid, Mohammad Azad, Saad Awadh Alanazi, Asfandyar Khan, Abdullah Khan:
A Health Monitoring System Using IoT-Based Android Mobile Application. Comput. Syst. Sci. Eng. 47(2): 2293-2311 (2023) - [j12]Mohammad Azad
, Mikhail Moshkov:
Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables. Entropy 25(4): 547 (2023) - 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) - 2021
- [j11]Ibrahim Alrashdi, Muhammad Hameed Siddiqi, Yousef Alhwaiti, Madallah Alruwaili, Mohammad Azad:
Maximum Entropy Markov Model for Human Activity Recognition Using Depth Camera. IEEE Access 9: 160635-160645 (2021) - [j10]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses. Entropy 23(7): 808 (2021) - [j9]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko:
Decision Rules Derived from Optimal Decision Trees with Hypotheses. Entropy 23(12): 1641 (2021) - [c20]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Sorting by Decision Trees with Hypotheses (extended abstract). CS&P 2021: 126-130 - [c19]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Minimizing Number of Nodes in Decision Trees with Hypotheses. KES 2021: 232-240 - [c18]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Minimizing Depth of Decision Trees with Hypotheses. IJCRS 2021: 123-133 - 2020
- [b2]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 - [j8]Mohammad Azad:
Knowledge Representation Using Decision Trees Constructed Based on Binary Splits. KSII Trans. Internet Inf. Syst. 14(10): 4007-4024 (2020) - [j7]Mohammad Azad:
Decision Trees with at Most 19 Vertices for Knowledge Representation. Trans. Rough Sets 22: 1-7 (2020) - [c17]Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. KES 2020: 653-659
2010 – 2019
- 2019
- [j6]Abdulla Aldilaijan, Mohammad Azad, Mikhail Moshkov:
Experimental Study of Totally Optimal Decision Trees. Fundam. Informaticae 165(3-4): 245-261 (2019) - [c16]Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Decision Trees for Knowledge Representation (short paper). CS&P 2019 - [c15]Mohammad Azad, Mikhail Moshkov:
Experimental Study of Totally Optimal Decision Rules. ICAISC (2) 2019: 319-326 - 2018
- [b1]Mohammad Azad:
Decision and Inhibitory Trees for Decision Tables with Many-Valued Decisions. King Abdullah University of Science and Technology, Thuwal, Saudi Arabia, 2018 - 2017
- [j5]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): 910-921 (2017) - [c14]Hassan AbouEisha, Mohammad Azad, Mikhail Moshkov:
On Importance of Rows for Decision Tables. IJCRS (1) 2017: 376-383 - 2016
- [j4]Mohammad Azad, Mikhail Ju. Moshkov, Beata Zielosko:
Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions. Trans. Rough Sets 20: 24-50 (2016) - [c13]Mohammad Azad, Mikhail Ju. Moshkov:
Classification for Inconsistent Decision Tables. IJCRS 2016: 525-534 - 2015
- [j3]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: 38-50 (2015) - [c12]Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Multi-pruning of decision trees for knowledge representation and classification. ACPR 2015: 604-608 - [c11]Mohammad Azad, Mikhail Moshkov:
Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables. FedCSIS 2015: 31-38 - 2014
- [c10]Mohammad Azad, Mikhail Moshkov:
Minimizing Size of Decision Trees for Multi-label Decision Tables. FedCSIS 2014: 67-74 - [c9]Mohammad Azad, Mikhail Ju. Moshkov:
Minimization of decision tree depth for multi-label decision tables. GrC 2014: 7-12 - [c8]Mohammad Azad, Mikhail Ju. Moshkov:
‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables. KDIR 2014: 184-191 - [c7]Mohammad Azad, Mikhail Ju. Moshkov:
Minimization of Decision Tree Average Depth for Decision Tables with Many-valued Decisions. KES 2014: 368-377 - [c6]Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Decision Rule Classifiers for Multi-label Decision Tables. RSEISP 2014: 191-197 - 2013
- [j2]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): 1-15 (2013) - [c5]Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov:
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. KES 2013: 87-94 - [c4]Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity. RSFDGrC 2013: 46-54 - [c3]Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions. SMC 2013: 444-448 - 2012
- [j1]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): 231-242 (2012) - [c2]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 - [c1]Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Tests for Decision Tables with Many-Valued Decisions - Comparative Study. FedCSIS 2012: 271-277
Coauthor Index
aka: Mikhail Moshkov
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