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 | 25 | 2019 |
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 | 19 | 2023 |
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 | 16 | 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 | 14 | 2022 |
Optimal model selection for k-nearest neighbours ensemble via sub-bagging and sub-sampling with feature weighting N Gul, WK Mashwani, M Aamir, S Aldahmani, Z Khan Alexandria Engineering Journal 72, 157-168, 2023 | 6 | 2023 |
Unbiased estimation for linear regression when n< v S Aldahmani, H Dai International Journal of Statistics and Probability 4 (3), 2015 | 6 | 2015 |
Graphical group ridge S Aldahmani, T Zoubeidi Journal of Statistical Computation and Simulation 90 (18), 3422-3432, 2020 | 5 | 2020 |
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 | 3 | 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 | 3 | 2022 |
Feature selection via robust weighted score for high dimensional binary class-imbalanced gene expression data SA Zardad Khan , Amjad Ali Heliyon 10 (19), e38547, 2024 | 2* | 2024 |
An Optimal Random Projection k Nearest Neighbours Ensemble via Extended Neighbourhood Rule for Binary Classification A Ali, Z Khan, DM Khan, S Aldahmani IEEE Access, 2024 | 2 | 2024 |
A Weighted k-Nearest Neighbours Ensemble With Added Accuracy and Diversity N Gul, M Aamir, S Aldahmani, Z Khan IEEE Access 10, 125920-125929, 2022 | 2 | 2022 |
Package ‘GGRidge’ S Aldahmani, T Zoubeidi, MS Aldahmani See https://CRAN. R-project. org/package= ggridges, 2021 | 1 | 2021 |
Hybrid Graphical Least Square estimation and its application in portfolio selection S Aldahmani, H Dai, QZ Zhang Statistics and Its Interface 12 (4), 631-645, 2019 | 1 | 2019 |
Copula-Based Regression with Mixed Covariates S Aldahmani, O Kortbi, M Mesfioui Mathematics 12 (22), 3525, 2024 | | 2024 |
Regularized ensemble learning for prediction and risk factors assessment of students at risk in the post-COVID era Z Khan, A Ali, DM Khan, S Aldahmani Scientific reports 14 (1), 16200, 2024 | | 2024 |
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 |
Package ‘GLSE’ S Aldahmani, MS Aldahmani | | 2018 |
Portfolio Optimisation via Graphical Least Squares Estimation S Aldahmani, H Dai, QZ Zhang, M Restaino Conference of the International Society for Non-Parametric Statistics, 1-9, 2018 | | 2018 |