Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. - Asma Gul; Zardad Khan; Aris Perperoglou; Osama Mahmoud; Miftahuddin Miftahuddin; Werner Adler; Berthold Lausen (ECDA, 2014)

An Ensemble of Optimal Trees for Class Membership Probability Estimation. - Zardad Khan; Asma Gul; Osama Mahmoud; Miftahuddin Miftahuddin; Aris Perperoglou; Werner Adler; Berthold Lausen (ECDA, 2014)

Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. - Osama Mahmoud; Andrew Harrison; Asma Gul; Zardad Khan; Metodi V. Metodiev; Berthold Lausen (ECDA, 2014)

A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. - Osama Mahmoud; Andrew Harrison; Aris Perperoglou; Asma Gul; Zardad Khan; Metodi V. Metodiev; Berthold Lausen (BMC Bioinform., 2014)

Ensemble of a subset of kNN classifiers. - Asma Gul; Aris Perperoglou; Zardad Khan; Osama Mahmoud; Miftahuddin Miftahuddin; Werner Adler; Berthold Lausen (Adv. Data Anal. Classif., 2018)

Feature Selection for Binary Classification Within Functional Genomics Experiments via Interquartile Range and Clustering. - Zardad Khan; Muhammad Naeem; Umair Khalil; Dost Muhammad Khan; Saeed Aldahmani; Muhammad Hamraz (IEEE Access, 2019)

Variable Selection via SCAD-Penalized Quantile Regression for High-Dimensional Count Data. - Dost Muhammad Khan; Anum Yaqoob; Nadeem Iqbal 002; Abdul Wahid; Umair Khalil; Mukhtaj Khan; Mohd Amiruddin Abd Rahman; Mohd Shafie Mustafa; Zardad Khan (IEEE Access, 2019)

A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression. - Amjad Ali 003; Muhammad Hamraz; Poom Kumam; Dost Muhammad Khan; Umair Khalil; Muhammad Sulaiman 001; Zardad Khan (IEEE Access, 2020)

Ensemble of optimal trees, random forest and random projection ensemble classification. - Zardad Khan; Asma Gul; Aris Perperoglou; Miftahuddin Miftahuddin; Osama Mahmoud; Werner Adler; Berthold Lausen (Adv. Data Anal. Classif., 2020)

Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging. - Zardad Khan; Naz Gul; Nosheen Faiz; Asma Gul; Werner Adler; Berthold Lausen (IEEE Access, 2021)

Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments. - Muhammad Hamraz; Naz Gul; Mushtaq Raza; Dost Muhammad Khan; Umair Khalil; Seema Zubair; Zardad Khan (PeerJ Comput. Sci., 2021)

Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak. - Muhammad Naeem 001; Jian Yu 002; Muhammad Aamir 003; Sajjad Ahmad Khan; Olayinka Adeleye; Zardad Khan (PeerJ Comput. Sci., 2021)

A Weighted k-Nearest Neighbours Ensemble With Added Accuracy and Diversity. - Naz Gul; Muhammad Aamir 003; Saeed Aldahmani; Zardad Khan (IEEE Access, 2022)

Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score. - Muhammad Hamraz; Zardad Khan; Dost Muhammad Khan; Naz Gul; Amjad Ali 003; Saeed Aldahmani (IEEE Access, 2022)

Optimal Causal Decision Trees Ensemble for Improved Prediction and Causal Inference. - Neelam Younas; Amjad Ali 003; Hafsa Hina; Muhammad Hamraz; Zardad Khan; Saeed Aldahmani (IEEE Access, 2022)

A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets. - Amjad Ali 003; Muhammad Hamraz; Naz Gul; Dost Muhammad Khan; Zardad Khan; Saeed Aldahmani (CoRR, 2022)

An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace. - Amjad Ali 003; Muhammad Hamraz; Dost Muhammad Khan; Saeed Aldahmani; Zardad Khan (CoRR, 2022)

Unsupervised feature selection with robust data reconstruction (UFS-RDR) and outlier detection. - Abdul Wahid; Dost Muhammad Khan; Ijaz Hussain; Sajjad Ahmad Khan; Zardad Khan (Expert Syst. Appl., 2022)

Model Selection Using K-Means Clustering Algorithm for the Symmetrical Segmentation of Remote Sensing Datasets. - Ishfaq Ali; Atiq Ur Rehman; Dost Muhammad Khan; Zardad Khan; Muhammad Shafiq 002; Jin-Ghoo Choi (Symmetry, 2022)

A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule. - Amjad Ali 003; Muhammad Hamraz; Dost Muhammad Khan; Wajdan Deebani; Zardad Khan (CoRR, 2023)

A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets. - Amjad Ali 003; Muhammad Hamraz; Naz Gul; Dost Muhammad Khan; Saeed Aldahmani; Zardad Khan (Pattern Recognit., 2023)

An Optimal Random Projection k Nearest Neighbors Ensemble via Extended Neighborhood Rule for Binary Classification. - Amjad Ali 003; Zardad Khan; Dost Muhammad Khan; Saeed Aldahmani (IEEE Access, 2024)

Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data. - Zardad Khan; Amjad Ali 003; Saeed Aldahmani (CoRR, 2024)

Customer Lifetime Value Modeling via Two Stage Selected Trees Ensembles. - Zardad Khan; Amjad Ali 003; Saeed Aldahmani; Henrik Nordmark; Berthold Lausen (IEEE Access, 2025)

Optimized feature selection in high-dimensional gene expression data using weighted differential gene expression analysis. - Amjad Ali 003; Zardad Khan; Saeed Aldahmani (Appl. Soft Comput., 2025)

Centroid Decision Forest. - Amjad Ali 003; Zardad Khan; Saeed Aldahmani (CoRR, 2025)