S. M. Hasan Mahmud

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 21

Top Topics

Weakly Supervised

Top Venues

Briefings Bioinform.

Comput. Biol. Medicine

Publications

Anjir Ahmed Chowdhury, S. M. Hasan Mahmud, Khadija Kubra Shahjalal Hoque, Kawsar Ahmed, Francis M. Bui, Pietro Lio, Mohammad Ali Moni, Fahad Ahmed Al-Zahrani
StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Md. Faruk Hosen, S. M. Hasan Mahmud, Kawsar Ahmed, Wenyu Chen, Mohammad Ali Moni, Hong-Wen Deng, Watshara Shoombuatong, Md. Mehedi Hasan
DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins. Comput. Biol. Medicine 145 (2022)
Md. Rajib Mia, Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
PreCKD_ML: Machine Learning Based Development of Prediction Model for Chronic Kidney Disease and Identify Significant Risk Factors. MIET (1) (2022)
Rifat Bin Mahi, Mohammed Faisal, Xuefeng Dai, S. M. Hasan Mahmud, Ye Peng
Receiving & Processing of High-Speed Data in Digital Storage Oscilloscope (DSO). ICCA (2022)
Md Abdur Rahaman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
Performance Analysis between YOLOv5s and YOLOv5m Model to Detect and Count Blood Cells: Deep Learning Approach. ICCA (2022)
Md. Alamgir Kabir, M. M. Manjurul Islam, S. M. Hasan Mahmud, Md Fazla Elahe
Spectrum Impact Analysis of Fault Proneness Statement for Improved Fault Localization. ICCA (2022)
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
Weakly supervised image classification and pointwise localization with graph convolutional networks. Pattern Recognit. 109 (2021)
S. M. Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md. Abdul Awal, Kawsar Ahmed, Md Habibur Rahman, Mohammad Ali Moni
PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings Bioinform. 22 (5) (2021)
Md. Abdul Awal, Mehedi Masud, Md. Shahadat Hossain, Abdullah Al-Mamun Bulbul, S. M. Hasan Mahmud, Anupam Kumar Bairagi
A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility Data. IEEE Access 9 (2021)
Md Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni
Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. Comput. Biol. Medicine 138 (2021)
Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Md. Kawsar, Nargis Aktar, S. M. Hasan Mahmud, Mohammad Ali Moni
Network-based identification genetic effect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients. Briefings Bioinform. 22 (2) (2021)
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
Spatial division networks for weakly supervised detection. Neural Comput. Appl. 33 (10) (2021)
Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Fahad Ahmed Al-Zahrani, S. M. Hasan Mahmud, Mohammad Ali Moni
Identification of biomarkers and pathways for the SARS-CoV-2 infections that make complexities in pulmonary arterial hypertension patients. Briefings Bioinform. 22 (2) (2021)
Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang
Data stream classification with novel class detection: a review, comparison and challenges. Knowl. Inf. Syst. 63 (9) (2021)
Md. Jakir Hossain, Chunxiang Xu, Chuang Li, S. M. Hasan Mahmud, Xiaojun Zhang, Wanpeng Li
ICAS: Two-factor identity-concealed authentication scheme for remote-servers. J. Syst. Archit. 117 (2021)
Md Fahimuzzman Sohan, Md Ismail Jabiullah, Sheikh Shah Mohammad Motiur Rahman, S. M. Hasan Mahmud
Assessing the Effect of Imbalanced Learning on Cross-project Software Defect Prediction. ICCCNT (2019)
Hosney Jahan, Ziliang Feng, S. M. Hasan Mahmud, Penglin Dong
Version specific test case prioritization approach based on artificial neural network. J. Intell. Fuzzy Syst. 36 (6) (2019)
Yongsheng Liu, Hong Qu, Wenyu Chen, S. M. Hasan Mahmud
An Efficient Deep Learning Model to Infer User Demographic Information From Ratings. IEEE Access 7 (2019)
S. M. Hasan Mahmud, Wenyu Chen, Hosney Jahan, Yongsheng Liu, Nasir Islam Sujan, Saeed Ahmed
iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over-Sampling Technique SMOTE. IEEE Access 7 (2019)
Yongsheng Liu, Wenyu Chen, S. M. Hasan Mahmud, Hong Qu, Kebin Miao, Feng Wei, Ziliang Zhang
Mutual Constraint Learning for Weakly Supervised Object Detection. ISKE (2019)
S. M. Hasan Mahmud, Md Altab Hossin, Md. Razu Ahmed, Sheak Rashed Haider Noori, Md Nazirul Islam Sarker
Machine Learning Based Unified Framework for Diabetes Prediction. BDET (2018)