Md. Rashedul Islam

About Md. Rashedul Islam

Md. Rashedul Islam, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Hajee Mohammad Danesh Science and Technology University, specializes in the field of Edge Computing, Federated Learning, Deep Learning, Hyperspectral Image and Signals Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification

Segmentation-based Dimensionality Reduction for Hyperspectral Image Classification

An Efficient Feature Optimization Approach with Machine Learning for Detection of Major Depressive Disorder Using EEG Signal

Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning

Enhanced Brain Tumor Classification from MRI Images Using Deep Learning Model

A deep learning-based hyperspectral object classification approach via imbalanced training samples handling

Early Detection of Alzheimer's Disease Based on Deep Learning Approach Using Brain MRI

Md. Rashedul Islam Information

University

Position

Dinajpur-5200 Bangladesh.

Citations(all)

245

Citations(since 2020)

172

Cited By

116

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Hajee Mohammad Danesh Science and Technology University

Google Scholar

View Google Scholar Profile

Md. Rashedul Islam Skills & Research Interests

Edge Computing

Federated Learning

Deep Learning

Hyperspectral Image and Signals Processing

Top articles of Md. Rashedul Islam

Title

Journal

Author(s)

Publication Date

Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery

Remote Sensing

Touhid Islam

Rashedul Islam

Palash Uddin

Anwaar Ulhaq

2024/2/25

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification

Sensors

Md Rashedul Islam

Boshir Ahmed

Md Ali Hossain

Md Palash Uddin

2023/1/6

Segmentation-based Dimensionality Reduction for Hyperspectral Image Classification

Tazbiul Hasan

Md Liakot Ali Liton

Habibur Rahman

Md Touhid Islam

Md Rashedul Islam

2023/12/7

An Efficient Feature Optimization Approach with Machine Learning for Detection of Major Depressive Disorder Using EEG Signal

Ashikur Rahman Bhuyain

Jannatul Ferdouse

Mozaddid Ul Hoque Babar

Md Sohrawordi

Md Rashedul Islam

...

2023/12/13

Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning

Journal of Spatial Science

Md Rashedul Islam

Md Touhid Islam

Md Palash Uddin

2023/7/14

Enhanced Brain Tumor Classification from MRI Images Using Deep Learning Model

Asadullah Bin Rahman

Md Touhid Islam

Md Rashedul Islam

Md Sohrawordi

Md Nahid Sultan

2023/12/13

A deep learning-based hyperspectral object classification approach via imbalanced training samples handling

Remote Sensing

Md Touhid Islam

Md Rashedul Islam

Md Palash Uddin

Anwaar Ulhaq

2023/7/13

Early Detection of Alzheimer's Disease Based on Deep Learning Approach Using Brain MRI

Aditya Chakrabortty

Shah Rafatur Rahman

Touhidul Islam

Md Rashedul Islam

Md Al Mamun

2023/12/7

Selective HybridNET: Spectral-Spatial Dimensionality Reduction for HSI Classification

Md Rashedul Islam

Md Touhid Islam

Md Sohrawordi

2023/2/23

A Machine Learning Algorithm to Detect Alzheimer’s Disease Using MRI Images

Shah Rafatur Rahman

Aditya Chakrabortty

Md Rashedul Islam

Touhidul Islam

Md Al Mamun

2023/12/7

Hyperspectral Image Classification via Information Theoretic Dimension Reduction

Remote Sensing

Md Rashedul Islam

Ayasha Siddiqa

Masud Ibn Afjal

Md Palash Uddin

Anwaar Ulhaq

2023/2/20

Crossover Dimensionality Reduction and Multi-Branch Deep Learning for Enhanced Hyperspectral Image Classification

Md Touhid Islam

Md Rashedul Islam

2023/12/7

Spectral–Spatial Dimensionality Reduction for Hyperspectral Image Classification

Md Rashedul Islam

Boshir Ahmed

2022/12/17

Subgrouping-Based NMF with Imbalanced Class Handling for Hyperspectral Image Classification

Md Touhid Islam

Mohadeb Kumar

Md Rashedul Islam

Md Sohrawordi

2022/12/17

Spectral–Spatial Feature Reduction for Hyperspectral Image Classification

Md Touhid Islam

Mohadeb Kumar

Md Rashedul Islam

2022/9/23

Spectral segmentation based dimension reduction for hyperspectral image classification

Journal of Spatial Science

Ayasha Siddiqa

Rashedul Islam

Masud Afjal

2022/5/26

A modified LSB image steganography method using filtering algorithm and stream of password

Information Security Journal: A Global Perspective

Md Rashedul Islam

TR Tanni

S Parvin

MJ Sultana

Ayasha Siddiqa

2021/11/2

Improved subspace detection based on minimum noise fraction and mutual information for hyperspectral image classification

Md Rashedul Islam

Md Ali Hossain

Boshir Ahmed

2020

See List of Professors in Md. Rashedul Islam University(Hajee Mohammad Danesh Science and Technology University)

Co-Authors

H-index: 19
Anwaar Ulhaq, PhD

Anwaar Ulhaq, PhD

Charles Sturt University

H-index: 18
Dr. Md Palash Uddin

Dr. Md Palash Uddin

Deakin University

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