Md. Ali Hossain

PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification

Md Palash Uddin, Md. Al Mamun, Md. Ali Hossain · IETE Technical Review · 2020 · 308 citations · Full text

Computing, Earth Sciences, Feature Engineering +16

Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification

Md Palash Uddin, Md. Al Mamun, Masud Ibn Afjal et al. · International Journal of Remote Sensing · 2020 · 140 citations

Computing, Earth Sciences, Feature Engineering +16

Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality

Md. Ali Hossain, Sheikh Mohammed Shariful Islam, Julian M.W. Quinn et al. · Journal of Biomedical Informatics · 2019 · 80 citations

Medicine, Bioinformatics, Oncology +17

Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification

Md Palash Uddin, Md. Al Mamun, Md. Ali Hossain · International Journal of Remote Sensing · 2019 · 71 citations · Full text

Computing, Earth Sciences, Computer Vision +16

Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification

Md. Ali Hossain, Xiuping Jia, Mark R. Pickering · IEEE Geoscience and Remote Sensing Letters · 2013 · 68 citations

Computing, Computer Science, Feature Engineering +16