Md. Ali Hossain

According to our database, Md. Ali Hossain authored at least 23 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

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, June, 2023

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification.

Md. Rashedul Islam, Boshir Ahmed, Md. Ali Hossain, Md. Palash Uddin

Sensors, January, 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

Lightweight Parallel CNN To Classify COVID-19 Associated Pneumonia From Chest X-Ray.

Hafsa Binte Kibria, Md. Ali Hossain

Proceedings of the 20th International Conference on Electrical Engineering, 2023

2022

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

2021

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

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 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

Proceedings of International Joint Conference on Computational Intelligence, 2019

2018

Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification.

Md. Rashedul Islam, Md. Ali Hossain, Boshir Ahmed

Proceedings of International Joint Conference on Computational Intelligence, 2018

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

Proceedings of International Joint Conference on Computational Intelligence, 2018

2017

Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images.

Mumu Aktar, Md. Al Mamun, Md. Ali Hossain

J. Electr. Comput. Eng., 2017

2016

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

2014

Subspace Detection Approaches for Hyperspectral Image Classification.

Md. Ali Hossain

PhD thesis, 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

Reconstruction of satellite images by multi-temporal gradient based sequential prediction.

Md. Al Mamun, Xiuping Jia, Md. Ali Hossain

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

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

Subspace detection based on the combination of nonlinear feature extraction and feature selection.

Md. Ali Hossain, Xiuping Jia, Mark Pickering

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Incorporating spatial properties in subspace detection.

Md. Ali Hossain, Xiuping Jia, Mark R. Pickering

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Implementation of Radon Transformation for Electrical Impedance Tomography (EIT)

Md. Ali Hossain, Ahsan-Ul-Ambia, Md. Aktaruzzaman, Md. Ahaduzzaman Khan

CoRR, 2012

Improved feature selection based on a mutual information measure for hyperspectral image classification.

Md. Ali Hossain, Xiuping Jia, Mark R. Pickering

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification.

Md. Ali Hossain, Mark R. Pickering, Xiuping Jia

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011