| Simultaneous feature selection and discretization based on mutual information OC Sadia Sharmin, Mohammad Shoyaib, Amin Ahsan Ali, Muhammad Asif Hossain Khan Pattern Recognition 91, 162-174, 2019 | 119 | 2019 |
| Can a simple approach identify complex nurse care activity? ME Kadir, PS Akash, S Sharmin, AA Ali, M Shoyaib Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019 | 24 | 2019 |
| Feature selection and discretization based on mutual information S Sharmin, AA Ali, MAH Khan, M Shoyaib 2017 IEEE international conference on imaging, vision & pattern recognition …, 2017 | 23 | 2017 |
| BFSp: A feature selection method for bug severity classification S Sharmin, F Aktar, AA Ali, MAH Khan, M Shoyaib 2017 IEEE region 10 humanitarian technology conference (R10-HTC), 750-754, 2017 | 17 | 2017 |
| Software defect prediction using feature space transformation MH Rahman, S Sharmin, SM Sarwar, M Shoyaib Proceedings of the International Conference on Internet of things and Cloud …, 2016 | 11 | 2016 |
| SAL: An effective method for software defect prediction S Sharmin, MR Arefin, M Abdullah-Al Wadud, N Nower, M Shoyaib Computer and Information Technology (ICCIT), 2015 18th International …, 2015 | 11 | 2015 |
| A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data ME Kadir, PS Akash, S Sharmin, AA Ali, M Shoyaib Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020 | 10 | 2020 |
| Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data MN Haque, S Sharmin, AA Ali, AA Sajib, M Shoyaib Plos one 16 (10), e0230164, 2021 | 7 | 2021 |
| Discretization and feature selection based on bias corrected mutual information considering high-order dependencies P Roy, S Sharmin, AA Ali, M Shoyaib Pacific-Asia Conference on Knowledge Discovery and Data Mining, 830-842, 2020 | 7 | 2020 |
| mrelief: A reward penalty based feature subset selection considering data overlapping problem S Akhter, S Sharmin, S Ahmed, AA Sajib, M Shoyaib International Conference on Computational Science, 278-292, 2021 | 5 | 2021 |
| RHC: Cluster based Feature Reduction for Network Intrusion Detections MH Tarek, MMHU Mazumder, S Sharmin, MS Islam, M Shoyaib, MM Alam 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022 | 3 | 2022 |
| Feature subset selection based on redundancy maximized clusters MH Tarek, ME Kadir, S Sharmin, AA Sajib, AA Ali, M Shoyaib 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 2 | 2021 |
| Accelerometer based Complex Nurse Care Activity Recognition using Machine Learning Approach ZR Tusar, M Islam, S Sharmin Adjunct Proceedings of the 2021 ACM International Joint Conference on …, 2021 | 2 | 2021 |
| Bug severity classification based on class-membership information SS Alia, MN Haque, S Sharmin, SM Khaled, M Shoyaib 2018 Joint 7th International Conference on Informatics, Electronics & Vision …, 2018 | 2 | 2018 |
| An Attribute Selection Process for Cross-Project Software Defect Prediction MH Rahman, S Sharmin, MS Islam, SM Khaled, SM Sarwar | | |
| Software Defect Prediction Using Minimized Attributes MH Rahman, S Sharmin, SM Sarwar, SM Khaled, M Shoyaib | | |
Amin Ahsan AliIndependent University, BangladeshVerified email at iub.edu.bd
