Mahmudul Hasan

15 papers Misc 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Assessment of socioeconomic and demographic risk factors for low birth weight using model-agnostic explainable ensembles.
Comput. Methods Programs Biomed.
Md Amir Hamja, Mahmudul Hasan, Maknun Jahan, Md Ziaul Hassan
2026 J jnl
Enhancing brain tumor classification with a novel attention based explainable deep learning framework.
Biomed. Signal Process. Control.
Md Jahid Hasan, Mahmudul Hasan, Sumya Akter, Abu Bakar Siddique Mahi, Md Palash Uddin
2026 J jnl
Fast Convergent Federated Learning via Decaying SGD Updates.
IEEE Trans. Big Data
Md Palash Uddin, Yong Xiang, Mahmudul Hasan, Yao Zhao, Youyang Qu, Longxiang Gao
2025 J jnl
A Systematic Literature Review of Robust Federated Learning: Issues, Solutions, and Future Research Directions.
ACM Comput. Surv.
Md Palash Uddin, Yong Xiang, Mahmudul Hasan, Jun Bai, Yao Zhao, Longxiang Gao
2025 J jnl
A blending ensemble learning model for crude oil price forecasting.
Ann. Oper. Res.
Mahmudul Hasan, Mohammad Zoynul Abedin, Petr Hájek, Kristof Coussement, Md. Nahid Sultan, Brian Lucey
2025 Misc conf
DAARA: Divergence-Aware Attention for Robust Aggregation in Federated Learning Against Poisoning Attacks.
AusDM
Md Palash Uddin, Mahmudul Hasan, Yong Xiang
2025 J jnl
Enhancing flood forecasting performance using effective and transparent explainable hybrid deep learning model.
Earth Sci. Informatics
Mahmudul Hasan, Md. Fazle Rabbi, Md Amir Hamja, Kanij Fatema, Md. Mahedi Hassan
2025 Misc conf
FedMOAR: Multi-objective Adaptive Regularization for Fair and Efficient Federated Learning.
AusDM
Mahmudul Hasan, Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
2025 — conf
Policy Gradient-Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data.
AI (2)
Mahmudul Hasan, Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
2024 J jnl
Advancing reservoirs water quality parameters estimation using Sentinel-2 and Landsat-8 satellite data with machine learning approaches.
Ecol. Informatics
Md. Mamun, Mahmudul Hasan, Kwang-Guk An
2024 J jnl
GroundingCarDD: Text-Guided Multimodal Phrase Grounding for Car Damage Detection.
IEEE Access
Md Jahid Hasan, Agustinus Nalwan, Kok-Leong Ong, Hamed Jahani, Yee Ling Boo, Kha Cong Nguyen, Mahmudul Hasan
2024 J jnl
Performance discrepancy mitigation in heart disease prediction for multisensory inter-datasets.
PeerJ Comput. Sci.
Mahmudul Hasan, Md Abdus Sahid, Md Palash Uddin, Md Abu Marjan, Seifedine Kadry, Jungeun Kim
2024 J jnl
Securing Electric Vehicle Performance: Machine Learning-Driven Fault Detection and Classification.
IEEE Access
Mahbub Ul Islam Khan, Md. Ilius Hasan Pathan, Mohammad Mominur Rahman, Md. Maidul Islam, Mohammed Arfat Raihan Chowdhury, Md. Shamim Anower, Md. Masud Rana, Md. Shafiul Alam, Mahmudul Hasan, Md. Shohanur Islam Sobuj, Md. Babul Islam, Veerpratap Meena, Francesco Benedetto
2023 J jnl
Cesarean Section Classification Using Machine Learning With Feature Selection, Data Balancing, and Explainability.
IEEE Access
Md. Nahid Sultan, Mahmudul Hasan, Md Ferdous Wahid, Hasi Saha, Ahsan Habib
2023 J jnl
Tribal Dress Identification using Convolutional Neural Network.
J. Inf. Hiding Multim. Signal Process.
Md. Fazle Rabbi, Md. Nahid Sultan, Mahmudul Hasan, Md. Zahidul Islam