Md. Ali Hossain

26 papers C 7Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An empirical study for the early detection of Mpox from skin lesion images using pretrained CNN models leveraging XAI technique. CoRR Mohammad Asifur Rahim, Muhammad Nazmul Arefin, Md. Mizanur Rahman, Md. Ali Hossain, Ahmed Moustafa
2025	J	`jnl`	An ensemble based lightweight deep learning model for the prediction of cardiovascular diseases from electrocardiogram images. Eng. Appl. Artif. Intell. Md. Nahid Hasan, Md. Ali Hossain, Md Anisur Rahman
2025	J	`jnl`	An explainable lightweight parallel depth-wise separable model for lung infection detection from chest X-rays. Neural Comput. Appl. Hafsa Binte Kibria, Md. Ali Hossain, Shazia Rehman, Damminda Alahakoon, Md Anisur Rahman
2025	J	`jnl`	Identification of key candidate genes for ovarian cancer using integrated statistical and machine learning approaches. Briefings Bioinform. Md. Ali Hossain, Tania Akter Asa, Md. Shofiqul Islam, Mohammad Zahidur Rahman, Mohammad Ali Moni
2023	—	`conf`	Lightweight Parallel CNN To Classify COVID-19 Associated Pneumonia From Chest X-Ray. CCE Hafsa Binte Kibria, Md. Ali Hossain
2023	J	`jnl`	Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification. Sensors Md. Rashedul Islam, Boshir Ahmed, Md. Ali Hossain, Md Palash Uddin
2023	J	`jnl`	TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks. CoRR Md. Al Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon, Abu Sayeed
2023	J	`jnl`	The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cells. Comput. Biol. Medicine Md. Ali Hossain, Tania Akter Asa, Md Rabiul Auwul, Md. Aktaruzzaman, Md. Mahfizur Rahman, Mohammad Zahidur Rahman, Mohammad Ali Moni
2022	J	`jnl`	PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection. Briefings Bioinform. Md. Sohrawordi, Md. Ali Hossain, Md. Al Mehedi Hasan
2021	J	`jnl`	Identification of key genes, pathways, and associated comorbidities in chikungunya infection: insights from system biology analysis. Netw. Model. Anal. Health Informatics Bioinform. Lingjun Zhu, Xiaodong Wang, Tania Akter Asa, Md. Ali Hossain
2019	C	`conf`	Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach. IJCCI Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Tania Akter Asa, Muhammad Sajjad Hussain, Md. Rezanur Rahman, Ahmed Moustafa, Mohammad Ali Moni
2019	J	`jnl`	Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality. J. Biomed. Informatics Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Julian M. W. Quinn, Fazlul Huq, Mohammad Ali Moni
2018	C	`conf`	A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer. IJCCI Md. Ali Hossain, Tania Akter Asa, Fazlul Huq, Julian M. W. Quinn, Mohammad Ali Moni
2018	C	`conf`	Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification. IJCCI Md. Rashedul Islam, Md. Ali Hossain, Boshir Ahmed
2017	J	`jnl`	Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images. J. Electr. Comput. Eng. Mumu Aktar, Md. Al Mamun, Md. Ali Hossain
2016	J	`jnl`	One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Md. Ali Hossain, Xiuping Jia, Jón Atli Benediktsson
2014	C	`conf`	Reconstruction of satellite images by multi-temporal gradient based sequential prediction. IGARSS Md. Al Mamun, Xiuping Jia, Md. Ali Hossain
2014	—	`—`	Subspace Detection Approaches for Hyperspectral Image Classification. Md. Ali Hossain
2014	J	`jnl`	Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2013	J	`jnl`	Implementation Of Back-Propagation Neural Network For Isolated Bangla Speech Recognition. CoRR Md. Ali Hossain, Md. Mijanur Rahman, Uzzal Kumar Prodhan, Md. Farukuzzaman Khan
2013	C	`conf`	Incorporating spatial properties in subspace detection. IGARSS Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2013	J	`jnl`	Strategy For Assessment Of Land And Complex Fields Type Analysis Through GIS In Bangladesh. CoRR Yeasir Fathah Rumi, Uzzal Kumar Prodhan, Mohammed Ibrahim Hussain, A. H. M. Shahariar Parvez, Md. Ali Hossain
2013	—	`conf`	Subspace detection based on the combination of nonlinear feature extraction and feature selection. WHISPERS Md. Ali Hossain, Xiuping Jia, Mark Pickering
2012	J	`jnl`	Implementation of Radon Transformation for Electrical Impedance Tomography (EIT) CoRR Md. Ali Hossain, Ahsan-Ul-Ambia, Md. Aktaruzzaman, Md. Ahaduzzaman Khan
2012	C	`conf`	Improved feature selection based on a mutual information measure for hyperspectral image classification. IGARSS Md. Ali Hossain, Xiuping Jia, Mark R. Pickering
2011	C	`conf`	Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification. IGARSS Md. Ali Hossain, Mark R. Pickering, Xiuping Jia