| A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem KMH Md. Sadiq Iqbal, Faisal Muhammad Shah, Jubayer Al Mahmud, Mahmudul Hasan ... Journal of Computer Science 16 (11), 1546 - 1557, 2020 | 115* | 2020 |
| AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ... IEEE Access 11, 16376-16395, 2023 | 72 | 2023 |
| A novel deep learning based sentiment analysis of twitter data for us airline service KM Hasib, MA Habib, NA Towhid, MIH Showrov 2021 International Conference on Information and Communication Technology …, 2021 | 72 | 2021 |
| Efficient prediction of water quality index (WQI) using machine learning algorithms MM Hassan, MM Hassan, L Akter, MM Rahman, S Zaman, KM Hasib, ... Human-Centric Intelligent Systems 1 (3), 86-97, 2021 | 69 | 2021 |
| A performance based study on deep learning algorithms in the effective prediction of breast cancer P Ghosh, S Azam, KM Hasib, A Karim, M Jonkman, A Anwar 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 64 | 2021 |
| A machine learning and explainable ai approach for predicting secondary school student performance KM Hasib, F Rahman, R Hasnat, MGR Alam 2022 IEEE 12th Annual Computing and Communication Workshop and Conference …, 2022 | 63 | 2022 |
| Hsdlm: a hybrid sampling with deep learning method for imbalanced data classification KM Hasib, NA Towhid, MR Islam International Journal of Cloud Applications and Computing (IJCAC) 11 (4), 1-13, 2021 | 50 | 2021 |
| Bmnet-5: A novel approach of neural network to classify the genre of bengali music based on audio features KM Hasib, A Tanzim, J Shin, KO Faruk, J Al Mahmud, MF Mridha IEEE Access 10, 108545-108563, 2022 | 47 | 2022 |
| Depression detection from social networks data based on machine learning and deep learning techniques: An interrogative survey KM Hasib, MR Islam, S Sakib, MA Akbar, I Razzak, MS Alam IEEE Transactions on Computational Social Systems 10 (4), 1568-1586, 2023 | 46 | 2023 |
| Performance evaluation among id3, c4. 5, and cart decision tree algorithm FM Javed Mehedi Shamrat, R Ranjan, KM Hasib, A Yadav, AH Siddique Pervasive Computing and Social Networking: Proceedings of ICPCSN 2021, 127-142, 2022 | 41 | 2022 |
| A hybrid under-sampling method (HUSBoost) to classify imbalanced data MH Popel, KM Hasib, SA Habib, FM Shah 2018 21st international conference of computer and information technology …, 2018 | 41 | 2018 |
| Strategies for enhancing the performance of news article classification in bangla: Handling imbalance and interpretation KM Hasib, NA Towhid, KO Faruk, J Al Mahmud, MF Mridha Engineering Applications of Artificial Intelligence 125, 106688, 2023 | 36 | 2023 |
| SkinNet-16: A deep learning approach to identify benign and malignant skin lesions P Ghosh, S Azam, R Quadir, A Karim, FMJM Shamrat, SK Bhowmik, ... Frontiers in Oncology 12, 931141, 2022 | 34 | 2022 |
| Mcnn-lstm: Combining cnn and lstm to classify multi-class text in imbalanced news data KM Hasib, S Azam, A Karim, A Al Marouf, FMJM Shamrat, S Montaha, ... IEEE Access, 2023 | 31 | 2023 |
| Online review based sentiment classification on bangladesh airline service using supervised learning KM Hasib, NA Towhid, MGR Alam 2021 5th international conference on electrical engineering and information …, 2021 | 30 | 2021 |
| Breast Cancer Detection and Classification: A Comparative Analysis Using Machine Learning Algorithms SBA Shadman Sakib, Nowrin Yasmin, Abyaz Kader Tanzeem, Fatema Shorna, Khan ... Proceedings of Third International Conference on Communication, Computing …, 2022 | 25* | 2022 |
| Deepfakes: Detecting forged and synthetic media content using machine learning S Zobaed, F Rabby, I Hossain, E Hossain, S Hasan, A Karim, K Md Hasib Artificial Intelligence in Cyber Security: Impact and Implications: Security …, 2021 | 24 | 2021 |
| Crash severity analysis and risk factors identification based on an alternate data source: a case study of developing country H Bhuiyan, J Ara, KM Hasib, MIH Sourav, FB Karim, C Sik-Lanyi, ... Scientific reports 12 (1), 21243, 2022 | 22 | 2022 |
| MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique S Montaha, S Azam, AKMRH Rafid, MZ Hasan, A Karim, KM Hasib, ... Frontiers in Medicine 9, 924979, 2022 | 20 | 2022 |
| Imbalanced data classification using hybrid under-sampling with cost-sensitive learning method KM Hasib, MIH Showrov, J Al Mahmud, K Mithu Edge Analytics: Select Proceedings of 26th International Conference—ADCOM …, 2022 | 20 | 2022 |