Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification. - Md. Ali Hossain; Mark R. Pickering; Xiuping Jia (IGARSS, 2011)

Improved feature selection based on a mutual information measure for hyperspectral image classification. - Md. Ali Hossain; Xiuping Jia; Mark R. Pickering (IGARSS, 2012)

Implementation of Radon Transformation for Electrical Impedance Tomography (EIT) - Md. Ali Hossain; Ahsan-Ul-Ambia; Md. Aktaruzzaman; Md. Ahaduzzaman Khan (CoRR, 2012)

Incorporating spatial properties in subspace detection. - Md. Ali Hossain; Xiuping Jia; Mark R. Pickering (IGARSS, 2013)

Subspace detection based on the combination of nonlinear feature extraction and feature selection. - Md. Ali Hossain; Xiuping Jia; Mark Pickering (WHISPERS, 2013)

Implementation Of Back-Propagation Neural Network For Isolated Bangla Speech Recognition. - Md. Ali Hossain; Md. Mijanur Rahman; Uzzal Kumar Prodhan; Md. Farukuzzaman Khan (CoRR, 2013)

Strategy For Assessment Of Land And Complex Fields Type Analysis Through GIS In Bangladesh. - Yeasir Fathah Rumi; Uzzal Kumar Prodhan; Mohammed Ibrahim Hussain; A. H. M. Shahariar Parvez; Md. Ali Hossain (CoRR, 2013)

Reconstruction of satellite images by multi-temporal gradient based sequential prediction. - Md. Al Mamun; Xiuping Jia; Md. Ali Hossain (IGARSS, 2014)

Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification. - Md. Ali Hossain; Xiuping Jia; Mark R. Pickering (IEEE Geosci. Remote. Sens. Lett., 2014)

Subspace Detection Approaches for Hyperspectral Image Classification. - Md. Ali Hossain (2014)

One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images. - Md. Ali Hossain; Xiuping Jia; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images. - Mumu Aktar; Md. Al Mamun; Md. Ali Hossain (J. Electr. Comput. Eng., 2017)

A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer. - Md. Ali Hossain; Tania Akter Asa; Fazlul Huq; Julian M. W. Quinn; Mohammad Ali Moni (IJCCI, 2018)

Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification. - Md. Rashedul Islam; Md. Ali Hossain; Boshir Ahmed (IJCCI, 2018)

Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach. - Md. Ali Hossain; Sheikh Muhammad Saiful Islam; Tania Akter Asa; Muhammad Sajjad Hussain; Md. Rezanur Rahman; Ahmed Moustafa; Mohammad Ali Moni (IJCCI, 2019)

Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality. - Md. Ali Hossain; Sheikh Muhammad Saiful Islam; Julian M. W. Quinn; Fazlul Huq; Mohammad Ali Moni (J. Biomed. Informatics, 2019)

Identification of key genes, pathways, and associated comorbidities in chikungunya infection: insights from system biology analysis. - Lingjun Zhu; Xiaodong Wang; Tania Akter Asa; Md. Ali Hossain (Netw. Model. Anal. Health Informatics Bioinform., 2021)

PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection. - Md. Sohrawordi; Md. Ali Hossain; Md. Al Mehedi Hasan (Briefings Bioinform., 2022)

Lightweight Parallel CNN To Classify COVID-19 Associated Pneumonia From Chest X-Ray. - Hafsa Binte Kibria; Md. Ali Hossain (CCE, 2023)

TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks. - Md. Al Mehedi Hasan; Md. Ali Hossain; Azmain Yakin Srizon; Abu Sayeed (CoRR, 2023)

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification. - Md. Rashedul Islam; Boshir Ahmed; Md. Ali Hossain; Md. Palash Uddin (Sensors, 2023)

The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cells. - Md. Ali Hossain; Tania Akter Asa; Md Rabiul Auwul; Md. Aktaruzzaman; Md. Mahfizur Rahman; M. Zahidur Rahman; Mohammad Ali Moni (Comput. Biol. Medicine, 2023)

An ensemble based lightweight deep learning model for the prediction of cardiovascular diseases from electrocardiogram images. - Md. Nahid Hasan; Md. Ali Hossain; Md Anisur Rahman (Eng. Appl. Artif. Intell., 2025)

An empirical study for the early detection of Mpox from skin lesion images using pretrained CNN models leveraging XAI technique. - Mohammad Asifur Rahim; Muhammad Nazmul Arefin; Md. Mizanur Rahman; Md. Ali Hossain; Ahmed Moustafa (CoRR, 2025)