Mahmudul Hasan - Publications, H-index & Citations

Mahmudul Hasan

Deakin University

14H指数

74论文数

717被引数

收录论文 17

发表时间

Asteroids, algorithms, and explainability: a unified framework for efficient classification of near-Earth objects 小行星、算法与可解释性：近地天体高效分类的统一框架

Experimental Astronomy

IF2.2

2026-07-27

PREAI

Md Readion Islam Razon; Md Amir Hamja; Md. Tanjim; Md Nafish Fuad Tushar; Md. Ziaul Hassan; Mahmudul Hasan

Interpretable Federated Learning for Fraud Detection in Non-IID Blockchain Transactions 可解释联邦学习在非独立同分布区块链交易中的欺诈检测

blockchain: research and applications

IF0

2026-06-16

OAAI

Mahmudul Hasan; Md Raihanul Islam Tomal; Md Palash Uddin

Communication-Efficient Federated Learning via Fractional-Order Gradient Descent With Adaptive Momentum Under Non-IID Data 分数阶梯度下降结合自适应动量下的非独立同分布数据通信高效联邦学习

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2026-05-25

PREAI

Mahmudul Hasan; Yong Xiang; Md Palash Uddin; Jine Tang; John Yearwood; Longxiang Gao

BrainDxNet: A custom convolutional neural network for brain tumor diagnosis with explainability BrainDxNet：一种用于脑肿瘤诊断的可解释自定义卷积神经网络

Heliyon

IF3.6

2026-05-11

OAAI

Abu Bakar Siddique Mahi; Farhana Sultana Eshita; Tasnim Jahin Mowla; Shah Murtaza Rashid Al Masud; Tanjina Helaly; Mahmudul Hasan

Mitigating classification discrepancies in cesarean section using robust data balancing and domain-informed explanations 通过稳健的数据平衡和领域知情解释来减轻剖宫产分类中的差异

Biomedical Signal Processing and Control

IF4.9

2026-04-01

PREAI

Md. Rashedul Islam; Mahmudul Hasan; Priyanka Roy; Md. Palash Uddin; Petr Hajek; Mohammad Zoynul Abedin

Assessment of socioeconomic and demographic risk factors for low birth weight using model-agnostic explainable ensembles 使用模型无关的可解释集成方法评估社会经济和人口学风险因素对低出生体重的影响

Computer Methods and Programs in Biomedicine

IF4.8

2026-03-04

PREAI

Md Amir Hamja; Mahmudul Hasan; Maknun Jahan; Md Ziaul Hassan

Policy Gradient-Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data 基于策略梯度的强化加权聚合方法，用于高效处理异构数据上的联邦学习

AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II

IF0

2026-01-01

PREAI

Hasan, Mahmudul; Uddin, Md Palash; Xiang, Yong; Yearwood, John; Gao, Longxiang

Fast Convergent Federated Learning via Decaying SGD Updates

IEEE Transactions on Big Data

IF5.7

2025-10-06

PREAI

Md Palash Uddin; Yong Xiang; Mahmudul Hasan; Yao Zhao; Youyang Qu; Longxiang Gao

Enhancing brain tumor classification with a novel attention based explainable deep learning framework 基于新型注意力机制的可解释深度学习框架提升脑肿瘤分类

Biomedical Signal Processing and Control

IF4.9

2025-09-12

OAAI

Md Jahid Hasan; Mahmudul Hasan; Sumya Akter; Abu Bakar Siddique Mahi; Md Palash Uddin

Performance discrepancy mitigation in heart disease prediction for multisensory inter-datasets

PEERJ COMPUTER SCIENCE

IF2.5

2024-03-18

OAAI

Hasan, Mahmudul; Sahid, Md Abdus; Uddin, Md Palash; Abu Marjan, Md; Kadry, Seifedine; Kim, Jungeun

A blending ensemble learning model for crude oil price forecasting

ANNALS OF OPERATIONS RESEARCH

IF4.5

2024-01-25

OAAI

Hasan, Mahmudul; Abedin, Mohammad Zoynul; Hajek, Petr; Coussement, Kristof; Sultan, Md. Nahid; Lucey, Brian

GroundingCarDD: Text-Guided Multimodal Phrase Grounding for Car Damage Detection

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Hasan, Md Jahid; Nalwan, Agustinus; Ong, Kok-Leong; Jahani, Hamed; Boo, Yee Ling; Nguyen, Kha Cong; Hasan, Mahmudul

Securing Electric Vehicle Performance: Machine Learning-Driven Fault Detection and Classification

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Khan, Mahbub Ul Islam; Pathan, Md. Ilius Hasan; Rahman, Mohammad Mominur; Islam, Md. Maidul; Chowdhury, Mohammed Arfat Raihan; Anower, Md. Shamim; Rana, Md. Masud; Alam, Md. Shafiul; Hasan, Mahmudul; Sobuj, Md. Shohanur Islam; Islam, Md. Babul; Meena, Veerpratap; Benedetto, Francesco

Ensemble machine learning-based recommendation system for effective prediction of suitable agricultural crop cultivation 基于集成机器学习的推荐系统，用于有效预测合适的农作物种植

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-08-10

OAAI

Hasan, Mahmudul; Marjan, Md Abu; Uddin, Md Palash; Afjal, Masud Ibn; Kardy, Seifedine; Ma, Shaoqi; Nam, Yunyoung

Cesarean Section Classification Using Machine Learning With Feature Selection, Data Balancing, and Explainability 使用具有特征选择，数据平衡和可解释性的机器学习进行剖宫产分类

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Sultan, Nahid; Hasan, Mahmudul; Wahid, Md. Ferdous; Saha, Hasi; Habib, Ahsan