Zardad Khan
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Ensemble of a subset of kNN classifiers
A Gul, A Perperoglou, Z Khan, O Mahmoud, M Miftahuddin, W Adler, ...
Advances in data analysis and classification 12, 827-840, 2018
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score
O Mahmoud, A Harrison, A Perperoglou, A Gul, Z Khan, MV Metodiev, ...
BMC bioinformatics 15 (1), 1-20, 2014
Ensemble of optimal trees, random forest and random projection ensemble classification
Z Khan, A Gul, A Perperoglou, M Miftahuddin, O Mahmoud, W Adler, ...
Advances in Data Analysis and Classification 14, 97-116, 2020
Forecasting COVID-19 in Pakistan
M Ali, DM Khan, M Aamir, U Khalil, Z Khan
Plos one 15 (11), e0242762, 2020
An ensemble of optimal trees for class membership probability estimation
Z Khan, A Gul, O Mahmoud, M Miftahuddin, A Perperoglou, W Adler, ...
Analysis of Large and Complex Data, 395-409, 2016
A k-nearest neighbours based ensemble via optimal model selection for regression
A Ali, M Hamraz, P Kumam, DM Khan, U Khalil, M Sulaiman, Z Khan
IEEE Access 8, 132095-132105, 2020
Feature selection and classification for gene expression data using novel correlation based overlapping score method via Chou’s 5-steps rule
A Wahid, DM Khan, N Iqbal, SA Khan, A Ali, M Khan, Z Khan
Chemometrics and Intelligent Laboratory Systems 199, 103958, 2020
Feature selection for binary classification within functional genomics experiments via interquartile range and clustering
Z Khan, M Naeem, U Khalil, DM Khan, S Aldahmani, M Hamraz
IEEE Access 7, 78159-78169, 2019
Optimal trees selection for classification via out-of-bag assessment and sub-bagging
Z Khan, N Gul, N Faiz, A Gul, W Adler, B Lausen
IEEE Access 9, 28591-28607, 2021
Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak
M Naeem, J Yu, M Aamir, SA Khan, O Adeleye, Z Khan
PeerJ Computer Science 7, e746, 2021
propOverlap: feature (gene) selection based on the proportional overlapping scores. R package version 1.0
O Mahmoud, A Harrison, A Perperoglou, A Gul, Z Khan, B Lausen
BioMed Central, London, UK, Tech. Rep, 2014
Prediction of multidrug-resistant tuberculosis using machine learning algorithms in swat, Pakistan
MH Ali, DM Khan, K Jamal, Z Ahmad, S Manzoor, Z Khan
Journal of healthcare engineering 2021, 2021
Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments
M Hamraz, N Gul, M Raza, DM Khan, U Khalil, S Zubair, Z Khan
PeerJ Computer Science 7, e562, 2021
Unsupervised feature selection with robust data reconstruction (UFS-RDR) and outlier detection
A Wahid, DM Khan, I Hussain, SA Khan, Z Khan
Expert Systems with Applications 201, 117008, 2022
Robust regularization for high-dimensional Cox’s regression model using weighted likelihood criterion
A Wahid, DM Khan, SA Khan, I Hussain, Z Khan
Chemometrics and Intelligent Laboratory Systems 213, 104285, 2021
Model Selection Using K-Means Clustering Algorithm for the Symmetrical Segmentation of Remote Sensing Datasets
I Ali, AU Rehman, DM Khan, Z Khan, M Shafiq, JG Choi
Symmetry 14 (6), 1149, 2022
Optimal causal decision trees ensemble for improved prediction and causal inference
N Younas, A Ali, H Hina, M Hamraz, Z Khan, S Aldahmani
IEEE Access 10, 13000-13011, 2022
Ensemble pruning for glaucoma detection in an unbalanced data set
W Adler, O Gefeller, A Gul, FK Horn, Z Khan, B Lausen
Methods of Information in Medicine 55 (06), 557-563, 2016
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation
A Gul, Z Khan, A Perperoglou, O Mahmoud, M Miftahuddin, W Adler, ...
Analysis of large and complex data, 411-421, 2016
Soft computing techniques for forecasting of COVID-19 in Pakistan
M Naeem, WK Mashwani, M Abiad, H Shah, Z Khan, M Aamir
Alexandria Engineering Journal 63, 45-56, 2023
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