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Muhammad Hamraz
Muhammad Hamraz
Assistant Professor of Statistics, Abdul Wali Khan University Mardan
Verified email at awkum.edu.pk
Title
Cited by
Cited by
Year
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
312020
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
212019
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
152021
Gene selection in binary classification problems within functional genomics experiments via robust Fisher Score
M Hamraz, Z Khan, DM Khan, N Gul, A Ali, S Aldahmani
IEEE Access 10, 51682-51692, 2022
122022
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
102022
A new member of TX family with applications in different sectors
Z Shah, A Ali, M Hamraz, DM Khan, Z Khan, M EL-Morshedy, A Al-Bossly, ...
Journal of Mathematics 2022, 2022
92022
A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets
A Ali, M Hamraz, N Gul, DM Khan, S Aldahmani, Z Khan
Pattern Recognition 142, 109641, 2023
52023
An improved Quantitative randomized response model
Z Hussain, M Hamraz, J Shabbir
International Journal of Business and Social Science 2 (4), 2011
42011
Regulatory Genes Through Robust-SNR for Binary Classification Within Functional Genomics Experiments.
M Hamraz, DM Khan, N Gul, A Ali, Z Khan, S Ahmad, M Alqahtani, ...
Computers, Materials & Continua 74 (2), 2023
32023
Feature selection for high dimensional microarray gene expression data via weighted signal to noise ratio
M Hamraz, A Ali, WK Mashwani, S Aldahmani, Z Khan
Plos one 18 (4), e0284619, 2023
22023
A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets
A Ali, M Hamraz, N Gul, DM Khan, Z Khan, S Aldahmani
arXiv preprint arXiv:2205.15111, 2022
22022
The analysis of risk factors associated with tonsillitis in district Mardan, Pakistan
DM Khan, M Hamraz, AZ Khattak, I Ali, U Khalil, Z Khan
JPMA. The Journal of the Pakistan Medical Association 70 (7), 1169-1172, 2020
22020
Optimal-k nearest neighbours based ensemble for classification and feature selection in chemometrics data
I ul Haq, DM Khan, M Hamraz, N Iqbal, A Ali, Z Khan
Chemometrics and Intelligent Laboratory Systems 240, 104882, 2023
12023
ON ALTERNATIVE ESTIMATION TECHNIQUES FOR RANDOMIZED RESPONSE MODELS.
Z Hussain, M Hamraz, J Shabbir
Pakistan Journal of Statistics 29 (3), 2013
12013
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule
A Ali, M Hamraz, DM Khan, W Deebani, Z Khan
arXiv preprint arXiv:2303.12210, 2023
2023
Package ‘ExNRuleEnsemble’
A Ali, M Hamraz, S Aldahmani, Z Khan, MA Ali
2022
An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace
A Ali, M Hamraz, DM Khan, S Aldahmani, Z Khan
arXiv preprint arXiv:2211.11278, 2022
2022
Regulatory genes identification within functional genomics experiments for tissue classification into binary classes via machine learning techniques.
B Wazir, DM Khan, U Khalil, M Hamraz, N Gul, Z Khan
JPMA. The Journal of the Pakistan Medical Association 70 (12 (B)), 2356-2362, 2020
2020
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