Mohammad Azad

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 23

Top Topics

Knowledge Representation

Greedy Algorithm

Monotone Boolean Functions

Misclassification Error

Top Venues

Trans. Rough Sets

Fundam. Informaticae

Publications

Mohammad Azad, Mikhail Moshkov
Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables. Entropy 25 (4) (2023)
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) (2023)
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)
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 (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
Decision Trees with at Most 19 Vertices for Knowledge Representation. Trans. Rough Sets 22 (2020)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions. KES (2020)
Mohammad Azad
Knowledge Representation Using Decision Trees Constructed Based on Binary Splits. KSII Trans. Internet Inf. Syst. 14 (10) (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)
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)
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 (2016)
Mohammad Azad, Mikhail Ju. Moshkov
Classification for Inconsistent Decision Tables. IJCRS (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)
Mohammad Azad, Mikhail Moshkov
Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables. FedCSIS (2015)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
Multi-pruning of decision trees for knowledge representation and classification. ACPR (2015)
Mohammad Azad, Mikhail Ju. Moshkov
Minimization of decision tree depth for multi-label decision tables. GrC (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)
Mohammad Azad, Mikhail Ju. Moshkov
Minimization of Decision Tree Average Depth for Decision Tables with Many-valued Decisions. KES (2014)
Mohammad Azad, Mikhail Ju. Moshkov
‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables. KDIR (2014)
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. KES (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)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions. SMC (2013)
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)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Tests for Decision Tables with Many-Valued Decisions - Comparative Study. FedCSIS (2012)