Mohammad Azad

According to our database, Mohammad Azad authored at least 37 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables.

Mohammad Azad, Mikhail Moshkov

Entropy, April, 2023

A Health Monitoring System Using IoT-Based Android Mobile Application.

Madallah Alruwaili, Muhammad Hameed Siddiqi, Kamran Farid, Mohammad Azad, Saad Awadh Alanazi, Asfandyar Khan, Abdullah Khan

Comput. Syst. Sci. Eng., 2023

2022

Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko

CoRR, 2022

Greedy Algorithms for Decision Trees with Hypotheses.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko

CoRR, 2022

2021

Decision Rules Derived from Optimal Decision Trees with Hypotheses.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko

Entropy, 2021

Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Entropy, 2021

Maximum Entropy Markov Model for Human Activity Recognition Using Depth Camera.

Ibrahim Alrashdi, Muhammad Hameed Siddiqi, Yousef Alhwaiti, Madallah Alruwaili, Mohammad Azad

IEEE Access, 2021

Minimizing Depth of Decision Trees with Hypotheses.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Proceedings of the Rough Sets - International Joint Conference, 2021

Minimizing Number of Nodes in Decision Trees with Hypotheses.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Sorting by Decision Trees with Hypotheses (extended abstract).

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Proceedings of the 29th International Workshop on Concurrency, 2021

2020

Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions

Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Intelligent Systems Reference Library 156, Springer, ISBN: 978-3-030-12853-1, 2020

Decision Trees with at Most 19 Vertices for Knowledge Representation.

Mohammad Azad

Trans. Rough Sets, 2020

Knowledge Representation Using Decision Trees Constructed Based on Binary Splits.

Mohammad Azad

KSII Trans. Internet Inf. Syst., 2020

Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions.

Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Experimental Study of Totally Optimal Decision Trees.

Abdulla Aldilaijan, Mohammad Azad, Mikhail Moshkov

Fundam. Informaticae, 2019

Experimental Study of Totally Optimal Decision Rules.

Mohammad Azad, Mikhail Moshkov

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Decision Trees for Knowledge Representation (short paper).

Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Proceedings of the 28th International Workshop on Concurrency, 2019

2018

Decision and Inhibitory Trees for Decision Tables with Many-Valued Decisions.

Mohammad Azad

PhD thesis, 2018

2017

Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions.

Mohammad Azad, Mikhail Moshkov

Eur. J. Oper. Res., 2017

On Importance of Rows for Decision Tables.

Hassan AbouEisha, Mohammad Azad, Mikhail Moshkov

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions.

Mohammad Azad, Mikhail Ju. Moshkov, Beata Zielosko

Trans. Rough Sets, 2016

Classification for Inconsistent Decision Tables.

Mohammad Azad, Mikhail Ju. Moshkov

Proceedings of the Rough Sets - International Joint Conference, 2016

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

Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables.

Mohammad Azad, Mikhail Moshkov

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Multi-pruning of decision trees for knowledge representation and classification.

Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

Decision Rule Classifiers for Multi-label Decision Tables.

Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Minimization of Decision Tree Average Depth for Decision Tables with Many-valued Decisions.

Mohammad Azad, Mikhail Ju. Moshkov

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables.

Mohammad Azad, Mikhail Ju. Moshkov

Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Minimization of decision tree depth for multi-label decision tables.

Mohammad Azad, Mikhail Ju. Moshkov

Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Minimizing Size of Decision Trees for Multi-label Decision Tables.

Mohammad Azad, Mikhail Moshkov

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

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 of Decision Rule Complexity for Decision Tables with Many-Valued Decisions.

Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Proceedings of the IEEE International Conference on Systems, 2013

Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity.

Mohammad Azad, Igor Chikalov, Mikhail Moshkov

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.

Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

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

Tests for Decision Tables with Many-Valued Decisions - Comparative Study.

Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.

Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko

Proceedings of the 21th International Workshop on Concurrency, 2012