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 | 118 | 2018 |
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 | 63 | 2020 |
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, 1-20, 2014 | 53 | 2014 |
Forecasting COVID-19 in Pakistan M Ali, DM Khan, M Aamir, U Khalil, Z Khan Plos one 15 (11), e0242762, 2020 | 32 | 2020 |
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 | 32 | 2020 |
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 | 25 | 2021 |
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 | 23 | 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 | 23 | 2016 |
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 | 21 | 2021 |
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 |
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 | 20 | 2022 |
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 | 19 | 2021 |
A comparative analysis of machine learning models: a case study in predicting chronic kidney disease H Iftikhar, M Khan, Z Khan, F Khan, HM Alshanbari, Z Ahmad Sustainability 15 (3), 2754, 2023 | 16 | 2023 |
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 |
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 | 10 | 2023 |
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 | 10 | 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 |
Overrating classifier performance in ROC analysis in the absence of a test set: evidence from simulation and Italian CARATkids validation G Cilluffo, S Fasola, G Ferrante, L Montalbano, I Baiardini, L Indinnimeo, ... Methods of information in medicine 58 (S 02), e27-e42, 2019 | 8 | 2019 |