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 | 31 | 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 | 21 | 2019 |
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 | 15 | 2021 |
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 | 12 | 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 | 10 | 2022 |
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 | 9 | 2022 |
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 | 5 | 2023 |
An improved Quantitative randomized response model Z Hussain, M Hamraz, J Shabbir International Journal of Business and Social Science 2 (4), 2011 | 4 | 2011 |
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 | 3 | 2023 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2020 |
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 | 1 | 2023 |
ON ALTERNATIVE ESTIMATION TECHNIQUES FOR RANDOMIZED RESPONSE MODELS. Z Hussain, M Hamraz, J Shabbir Pakistan Journal of Statistics 29 (3), 2013 | 1 | 2013 |
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 |