S. M. Hasan Mahmud

26 papers Misc 1Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive review and evaluation of machine learning-based approaches for identifying tumor T cell antigens. Comput. Biol. Chem. Watshara Shoombuatong, Saeed Ahmed, S. M. Hasan Mahmud, Nalini Schaduangrat
2025	J	`jnl`	ACSMPred-FRL: Accelerating the Identification of Anticancer Small Molecules Using Feature Representation Learning. IEEE Access Watshara Shoombuatong, Nalini Schaduangrat, Lawankorn Mookdarsanit, S. M. Hasan Mahmud, Kanthida Kusonmano, Pakpoom Mookdarsanit
2025	J	`jnl`	Addressing Label Noise in Colorectal Cancer Classification Using Cross-Entropy Loss and pLOF Methods With Stacking-Ensemble Technique. Appl. Comput. Intell. Soft Comput. Ishrat Zahan Tani, Michael Kah Ong Goh, Md Nazmul Islam, Md. Tarek Aziz, S. M. Hasan Mahmud, Dip Nandi
2025	J	`jnl`	AttBiomarker: unveiling preeclampsia biomarkers and molecular pathways through two-stage gene selection techniques and attention-based CNN with gene regulatory network analysis. Briefings Bioinform. Sakib Sarker, S. M. Hasan Mahmud, Md. Faruk Hosen, Michael Kah Ong Goh, Watshara Shoombuatong
2024	J	`jnl`	Social Media as a Mirror: Reflecting Mental Health Through Computational Linguistics. IEEE Access Md. Iftekharul Mobin, A. F. M. Suaib Akhter, Muhammad Firoz Mridha, S. M. Hasan Mahmud, Zeyar Aung
2023	J	`jnl`	StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images. J. King Saud Univ. Comput. Inf. Sci. 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
2022	J	`jnl`	DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins. Comput. Biol. Medicine Md. Faruk Hosen, S. M. Hasan Mahmud, Kawsar Ahmed, Wenyu Chen, Mohammad Ali Moni, Hong-Wen Deng, Watshara Shoombuatong, Md. Mehedi Hasan
2022	—	`conf`	Performance Analysis between YOLOv5s and YOLOv5m Model to Detect and Count Blood Cells: Deep Learning Approach. ICCA Md Abdur Rahaman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
2022	—	`conf`	PreCKD_ML: Machine Learning Based Development of Prediction Model for Chronic Kidney Disease and Identify Significant Risk Factors. MIET (1) Md. Rajib Mia, Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, S. M. Hasan Mahmud
2022	—	`conf`	Receiving & Processing of High-Speed Data in Digital Storage Oscilloscope (DSO). ICCA Rifat Bin Mahi, Mohammed Faisal, Xuefeng Dai, S. M. Hasan Mahmud, Peng Ye
2022	—	`conf`	Spectrum Impact Analysis of Fault Proneness Statement for Improved Fault Localization. ICCA Md. Alamgir Kabir, M. M. Manjurul Islam, S. M. Hasan Mahmud, Md. Fazla Elahe
2021	J	`jnl`	A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility Data. IEEE Access Md. Abdul Awal, Mehedi Masud, Md. Shahadat Hossain, Abdullah Al-Mamun Bulbul, S. M. Hasan Mahmud, Anupam Kumar Bairagi
2021	J	`jnl`	Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. Comput. Biol. Medicine Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md. Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni
2021	J	`jnl`	Data stream classification with novel class detection: a review, comparison and challenges. Knowl. Inf. Syst. Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang
2021	J	`jnl`	ICAS: Two-factor identity-concealed authentication scheme for remote-servers. J. Syst. Archit. Md. Jakir Hossain, Chunxiang Xu, Chuang Li, S. M. Hasan Mahmud, Xiaojun Zhang, Wanpeng Li
2021	J	`jnl`	Identification of biomarkers and pathways for the SARS-CoV-2 infections that make complexities in pulmonary arterial hypertension patients. Briefings Bioinform. Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Fahad Ahmed Al-Zahrani, S. M. Hasan Mahmud, Mohammad Ali Moni
2021	J	`jnl`	Network-based identification genetic effect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients. Briefings Bioinform. Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Md. Kawsar, Nargis Aktar, S. M. Hasan Mahmud, Mohammad Ali Moni
2021	J	`jnl`	PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings Bioinform. S. M. Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md. Abdul Awal, Kawsar Ahmed, Md. Habibur Rahman, Mohammad Ali Moni
2021	J	`jnl`	Spatial division networks for weakly supervised detection. Neural Comput. Appl. Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
2021	J	`jnl`	Weakly supervised image classification and pointwise localization with graph convolutional networks. Pattern Recognit. Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
2019	J	`jnl`	An Efficient Deep Learning Model to Infer User Demographic Information From Ratings. IEEE Access Yongsheng Liu, Hong Qu, Wenyu Chen, S. M. Hasan Mahmud
2019	—	`conf`	Assessing the Effect of Imbalanced Learning on Cross-project Software Defect Prediction. ICCCNT Md. Fahimuzzman Sohan, Md. Ismail Jabiullah, Sheikh Shah Mohammad Motiur Rahman, S. M. Hasan Mahmud
2019	Misc	`conf`	Mutual Constraint Learning for Weakly Supervised Object Detection. ISKE Yongsheng Liu, Wenyu Chen, S. M. Hasan Mahmud, Hong Qu, Kebin Miao, Feng Wei, Ziliang Zhang
2019	J	`jnl`	Version specific test case prioritization approach based on artificial neural network. J. Intell. Fuzzy Syst. Hosney Jahan, Ziliang Feng, S. M. Hasan Mahmud, Penglin Dong
2019	J	`jnl`	iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over-Sampling Technique SMOTE. IEEE Access S. M. Hasan Mahmud, Wenyu Chen, Hosney Jahan, Yongsheng Liu, Nasir Islam Sujan, Saeed Ahmed
2018	—	`conf`	Machine Learning Based Unified Framework for Diabetes Prediction. BDET S. M. Hasan Mahmud, Md Altab Hossin, Md. Razu Ahmed, Sheak Rashed Haider Noori, Md Nazirul Islam Sarker