Zardad Khan

31 papers Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimising genes selection with greedy heuristic fuzzy clustering for binary classification problems.
Appl. Soft Comput.
Muhammad Naeem, Jian Yu, Zardad Khan, Muhammad Aamir, Alan Zhang
2025 J jnl
Centroid Decision Forest.
CoRR
Amjad Ali, Zardad Khan, Saeed Aldahmani
2025 J jnl
Customer Lifetime Value Modeling via Two Stage Selected Trees Ensembles.
IEEE Access
Zardad Khan, Amjad Ali, Saeed Aldahmani, Henrik Nordmark, Berthold Lausen
2025 J jnl
Editorial: Interdisciplinary synergies in neuroinformatics, cognitive computing, and computational neuroscience.
Frontiers Comput. Neurosci.
Nabamita Deb, Zardad Khan, Muhammad Sulaiman, Maharani A. Bakar
2025 J jnl
FS-SVM: A Synergistic Approach to High-Dimensional Feature Selection.
IEEE Access
Inzamam Ul Haq, Muhammad Hamraz, Salman Jan, Dost Muhammad Khan, Nadeem Iqbal, Zardad Khan
2025 J jnl
Optimized feature selection in high-dimensional gene expression data using weighted differential gene expression analysis.
Appl. Soft Comput.
Amjad Ali, Zardad Khan, Saeed Aldahmani
2024 J jnl
An Optimal Random Projection k Nearest Neighbors Ensemble via Extended Neighborhood Rule for Binary Classification.
IEEE Access
Amjad Ali, Zardad Khan, Dost Muhammad Khan, Saeed Aldahmani
2024 J jnl
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data.
CoRR
Zardad Khan, Amjad Ali, Saeed Aldahmani
2023 J jnl
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule.
CoRR
Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan, Wajdan Deebani, Zardad Khan
2023 J jnl
A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets.
Pattern Recognit.
Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
2022 J jnl
A Weighted k-Nearest Neighbours Ensemble With Added Accuracy and Diversity.
IEEE Access
Naz Gul, Muhammad Aamir, Saeed Aldahmani, Zardad Khan
2022 J jnl
A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets.
CoRR
Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Zardad Khan, Saeed Aldahmani
2022 J jnl
An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace.
CoRR
Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
2022 J jnl
Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score.
IEEE Access
Muhammad Hamraz, Zardad Khan, Dost Muhammad Khan, Naz Gul, Amjad Ali, Saeed Aldahmani
2022 J jnl
Model Selection Using K-Means Clustering Algorithm for the Symmetrical Segmentation of Remote Sensing Datasets.
Symmetry
Ishfaq Ali, Atiq ur Rehman, Dost Muhammad Khan, Zardad Khan, Muhammad Shafiq, Jin-Ghoo Choi
2022 J jnl
Optimal Causal Decision Trees Ensemble for Improved Prediction and Causal Inference.
IEEE Access
Neelam Younas, Amjad Ali, Hafsa Hina, Muhammad Hamraz, Zardad Khan, Saeed Aldahmani
2022 J jnl
Unsupervised feature selection with robust data reconstruction (UFS-RDR) and outlier detection.
Expert Syst. Appl.
Abdul Wahid, Dost Muhammad Khan, Ijaz Hussain, Sajjad Ahmad Khan, Zardad Khan
2021 J jnl
Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak.
CoRR
Muhammad Naeem, Jian Yu, Muhammad Aamir, Sajjad Ahmad Khan, Olayinka Adeleye, Zardad Khan
2021 J jnl
Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak.
PeerJ Comput. Sci.
Muhammad Naeem, Jian Yu, Muhammad Aamir, Sajjad Ahmad Khan, Olayinka Adeleye, Zardad Khan
2021 J jnl
Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging.
IEEE Access
Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
2021 J jnl
Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments.
PeerJ Comput. Sci.
Muhammad Hamraz, Naz Gul, Mushtaq Raza, Dost Muhammad Khan, Umair Khalil, Seema Zubair, Zardad Khan
2020 J jnl
A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression.
IEEE Access
Amjad Ali, Muhammad Hamraz, Poom Kumam, Dost Muhammad Khan, Umair Khalil, Muhammad Sulaiman, Zardad Khan
2020 J jnl
Ensemble of optimal trees, random forest and random projection ensemble classification.
Adv. Data Anal. Classif.
Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen
2020 J jnl
Optimal trees selection for classification via out-of-bag assessment and sub-bagging.
CoRR
Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
2019 J jnl
Feature Selection for Binary Classification Within Functional Genomics Experiments via Interquartile Range and Clustering.
IEEE Access
Zardad Khan, Muhammad Naeem, Umair Khalil, Dost Muhammad Khan, Saeed Aldahmani, Muhammad Hamraz
2019 J jnl
Variable Selection via SCAD-Penalized Quantile Regression for High-Dimensional Count Data.
IEEE Access
Dost Muhammad Khan, Anum Yaqoob, Nadeem Iqbal, Abdul Wahid, Umair Khalil, Mukhtaj Khan, Mohd Amiruddin Abd Rahman, Mohd Shafie Mustafa, Zardad Khan
2018 J jnl
Ensemble of a subset of kNN classifiers.
Adv. Data Anal. Classif.
Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
2014 J jnl
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score.
BMC Bioinform.
Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
2014 — conf
An Ensemble of Optimal Trees for Class Membership Probability Estimation.
ECDA
Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen
2014 — conf
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation.
ECDA
Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
2014 — conf
Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis.
ECDA
Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen