Zardad Khan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

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Top Venues

PeerJ Comput. Sci.

Publications

Zardad Khan, Amjad Ali, Saeed Aldahmani
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data. CoRR (2024)
Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan, Wajdan Deebani, Zardad Khan
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule. CoRR (2023)
Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets. Pattern Recognit. 142 (2023)
Ishfaq Ali, Atiq Ur Rehman, Dost Muhammad Khan, Zardad Khan, Muhammad Shafiq, Jin-Ghoo Choi
Model Selection Using K-Means Clustering Algorithm for the Symmetrical Segmentation of Remote Sensing Datasets. Symmetry 14 (6) (2022)
Naz Gul, Muhammad Aamir, Saeed Aldahmani, Zardad Khan
A Weighted k-Nearest Neighbours Ensemble With Added Accuracy and Diversity. IEEE Access 10 (2022)
Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Zardad Khan, Saeed Aldahmani
A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets. CoRR (2022)
Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace. CoRR (2022)
Muhammad Hamraz, Zardad Khan, Dost Muhammad Khan, Naz Gul, Amjad Ali, Saeed Aldahmani
Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score. IEEE Access 10 (2022)
Abdul Wahid, Dost Muhammad Khan, Ijaz Hussain, Sajjad Ahmad Khan, Zardad Khan
Unsupervised feature selection with robust data reconstruction (UFS-RDR) and outlier detection. Expert Syst. Appl. 201 (2022)
Neelam Younas, Amjad Ali, Hafsa Hina, Muhammad Hamraz, Zardad Khan, Saeed Aldahmani
Optimal Causal Decision Trees Ensemble for Improved Prediction and Causal Inference. IEEE Access 10 (2022)
Muhammad Naeem, Jian Yu, Muhammad Aamir, Sajjad Ahmad Khan, Olayinka Adeleye, Zardad Khan
Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak. PeerJ Comput. Sci. 7 (2021)
Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging. IEEE Access 9 (2021)
Muhammad Hamraz, Naz Gul, Mushtaq Raza, Dost Muhammad Khan, Umair Khalil, Seema Zubair, Zardad Khan
Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments. PeerJ Comput. Sci. 7 (2021)
Muhammad Naeem, Jian Yu, Muhammad Aamir, Sajjad Ahmad Khan, Olayinka Adeleye, Zardad Khan
Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak. CoRR (2021)
Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen
Ensemble of optimal trees, random forest and random projection ensemble classification. Adv. Data Anal. Classif. 14 (1) (2020)
Amjad Ali, Muhammad Hamraz, Poom Kumam, Dost Muhammad Khan, Umair Khalil, Muhammad Sulaiman, Zardad Khan
A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression. IEEE Access 8 (2020)
Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
Optimal trees selection for classification via out-of-bag assessment and sub-bagging. CoRR (2020)
Dost Muhammad Khan, Anum Yaqoob, Nadeem Iqbal, Abdul Wahid, Umair Khalil, Mukhtaj Khan, Mohd Amiruddin Abd Rahman, Mohd Shafie Mustafa, Zardad Khan
Variable Selection via SCAD-Penalized Quantile Regression for High-Dimensional Count Data. IEEE Access 7 (2019)
Zardad Khan, Muhammad Naeem, Umair Khalil, Dost Muhammad Khan, Saeed Aldahmani, Muhammad Hamraz
Feature Selection for Binary Classification Within Functional Genomics Experiments via Interquartile Range and Clustering. IEEE Access 7 (2019)
Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
Ensemble of a subset of kNN classifiers. Adv. Data Anal. Classif. 12 (4) (2018)
Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. ECDA (2014)
Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen
An Ensemble of Optimal Trees for Class Membership Probability Estimation. ECDA (2014)
Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. ECDA (2014)
Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinform. 15 (2014)