Mohammad Azad

41 papers B 5C 3Misc 1Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel ensemble learning method using majority based voting of multiple selective decision trees.
Computing
Mohammad Azad, Tasnemul Hasan Nehal, Mikhail Moshkov
2025 J jnl
Automated Diagnosis of Knee Osteoarthritis: A Stacked Ensemble Deep Learning Approach With Explainable AI Techniques.
IEEE Access
Mohammad Azad, Tanvir Rahman Anik
2025 J jnl
SAFF-ConvNeXt: A Scale-Aware Feature Fusion and SE-Attention Enhanced ConvNeXt Framework for Kidney Disease Detection in Medical Imaging.
IEEE Access
Mohammad Azad, A. A. Abd El-Aziz, Sameh Abd El-Ghany, Md Faraz Kabir Khan
2025 J jnl
XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations.
IEEE Access
Mohammad Azad, Md Faraz Kabir Khan, Sameh Abd El-Ghany
2023 J jnl
A Health Monitoring System Using IoT-Based Android Mobile Application.
Comput. Syst. Sci. Eng.
Madallah Alruwaili, Muhammad Hameed Siddiqi, Kamran Farid, Mohammad Azad, Saad Awadh Alanazi, Asfandyar Khan, Abdullah Khan
2023 J jnl
Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables.
Entropy
Mohammad Azad, Mikhail Moshkov
2022 J jnl
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2022 J jnl
Greedy Algorithms for Decision Trees with Hypotheses.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Decision Rules Derived from Optimal Decision Trees with Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 J jnl
Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 J jnl
Maximum Entropy Markov Model for Human Activity Recognition Using Depth Camera.
IEEE Access
Ibrahim Alrashdi, Muhammad Hameed Siddiqi, Yousef Alhwaiti, Madallah Alruwaili, Mohammad Azad
2021 — conf
Minimizing Depth of Decision Trees with Hypotheses.
IJCRS
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 B conf
Minimizing Number of Nodes in Decision Trees with Hypotheses.
KES
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2021 — conf
Sorting by Decision Trees with Hypotheses (extended abstract).
CS&P
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2020 J jnl
Decision Trees with at Most 19 Vertices for Knowledge Representation.
Trans. Rough Sets
Mohammad Azad
2020 — book
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2020 J jnl
Knowledge Representation Using Decision Trees Constructed Based on Binary Splits.
KSII Trans. Internet Inf. Syst.
Mohammad Azad
2020 B conf
Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions.
KES
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2019 — conf
Decision Trees for Knowledge Representation (short paper).
CS&P
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2019 — conf
Experimental Study of Totally Optimal Decision Rules.
ICAISC (2)
Mohammad Azad, Mikhail Moshkov
2019 J jnl
Experimental Study of Totally Optimal Decision Trees.
Fundam. Informaticae
Abdulla Aldilaijan, Mohammad Azad, Mikhail Moshkov
2018 — —
Decision and Inhibitory Trees for Decision Tables with Many-Valued Decisions.
Mohammad Azad
2017 J jnl
Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions.
Eur. J. Oper. Res.
Mohammad Azad, Mikhail Moshkov
2017 — conf
On Importance of Rows for Decision Tables.
IJCRS (1)
Hassan AbouEisha, Mohammad Azad, Mikhail Moshkov
2016 — conf
Classification for Inconsistent Decision Tables.
IJCRS
Mohammad Azad, Mikhail Ju. Moshkov
2016 J jnl
Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions.
Trans. Rough Sets
Mohammad Azad, Mikhail Ju. Moshkov, Beata Zielosko
2015 C conf
Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables.
FedCSIS
Mohammad Azad, Mikhail Moshkov
2015 — conf
Multi-pruning of decision trees for knowledge representation and classification.
ACPR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
2015 J jnl
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study.
Trans. Rough Sets
Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov, Beata Zielosko
2014 — conf
Decision Rule Classifiers for Multi-label Decision Tables.
RSEISP
Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2014 B conf
Minimization of Decision Tree Average Depth for Decision Tables with Many-valued Decisions.
KES
Mohammad Azad, Mikhail Ju. Moshkov
2014 Misc conf
Minimization of decision tree depth for multi-label decision tables.
GrC
Mohammad Azad, Mikhail Ju. Moshkov
2014 C conf
Minimizing Size of Decision Trees for Multi-label Decision Tables.
FedCSIS
Mohammad Azad, Mikhail Moshkov
2014 — conf
‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables.
KDIR
Mohammad Azad, Mikhail Ju. Moshkov
2013 J jnl
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 B conf
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.
KES
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
2013 B conf
Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions.
SMC
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2013 — conf
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity.
RSFDGrC
Mohammad Azad, Igor Chikalov, Mikhail Moshkov
2012 — conf
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.
CS&P
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 J jnl
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 C conf
Tests for Decision Tables with Many-Valued Decisions - Comparative Study.
FedCSIS
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko