Profile of Md. Rashedul Islam

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Md. Rashedul Islam

Assistant Professor

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: rashedul_cse@hstu.ac.bd


RESEARCH INTEREST

    Machine Learning, Deep Learning, Remote Sensing Image analysis, Feature extraction/selection from the Hyperspectral images, Information Security

EDUCATION

  1. M.Sc. in Computer Science and Engineering, 2019

    Rajshahi University of Engineering and Technology, Rajshahi.

  2. B.Sc. in Computer Science and Engineering(B.Sc. CSE), 2012

    Hajee Mohammad Danesh Science and Technology University, Dinajpur.

  3. HSC, 2007

    Dinajpur Govt. College, Dinajpur.

  4. SSC, 2005

    Police Line High School, Dinajpur.


PROFESSIONAL EXPERIENCES

  1. Assistant Professor
    Hajee Mohammad Danesh Science and Technology University, Dinajpur.

    September 01, 2017 to Present

  2. Lecturer
    Hajee Mohammad Danesh Science and Technology University, Dinajpur.

    September 01, 2014 to August 31, 2017

  3. Lecturer, Dept. of CSE
    Uttara University, Dhaka

    May 20, 2014 to August 31, 2014

  4. Lecturer
    University of Development Alternative(UODA)

    May 01, 2014 to May 20, 2014

  5. Programmer
    Global Info Tech System

    March 01, 2014 to April 30, 2014


PUBLICATIONS

Journal Papers

  1. Md. Rashedul Islam, Ayasha Siddiqa, Nafisa Tasnim, "An Efficient Dimensionality Reduction Method for the Classification of Satellite Remote Sensing Hyperspectral Images" International Journal of Computer Applications, Volume 183 – No. 14, July 2021, DOI: http://dx.doi.org/10.5120/ijca2021921458

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  2. Md. Rashedul. Islam, T. R. Tanni, S. Parvin, M. J. Sultana, and A. Siddiqa, (2020) “A Modified LSB Image Steganography Method Using Filtering Algorithm and Stream of Password”, Information Security Journal: A Global Perspective. DOI:  https://doi.org/10.1080/19393555.2020.1854902 (ESCI, Scopus, IF: 1.71). 

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  3. Md. Rashedul Islam, Boshir Ahmed & Ali Hossain  Feature reduction of hyperspectral image for classification, Journal of Spatial Science, May 2020 (Scopus, Thomson Reuters, IF: 1.981)

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  4. Sharmin Sultana, Afrida Khanam, Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Fazle Rabbi, A Modified Filtering Approach of LSB Image Steganography Using Stream Builder along with AES Encryption, HBRP Recent Trends in Information Technology and its Applications, Volume 1 Issue 2, pp. 1-10, 2018

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  5. Popi Basak, Laila Arjuman, Adiba Mahjabin Nitu, Masud Ibn Afjal, Md. Palash Uddin, Md. Fazle Rabbi and Md. Rashedul Islam, A Modified Blind Steganalysis Method Based on the Moments of Characteristic Function, HBRP Advancement in Software Engineering and Testing, Volume 1 Issue 2, pp. 1-9, 2018

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  6. Shikhor Kumer Roy, Abinash Kanti Ghosh, Aysa Siddika Asa, Md. Palash Uddin, Md. Rashedul Islam and Masud Ibn Afjal, Bengali consonants-voice to text conversion using machine learning tool, International Journal of Research in Computer Engineering and Electronics. Volume-6 Issue-2, ISSN 2319-376X, March 2017.

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  7. M. Sohrawordi, M. M. Hossen, M. P. Uddin, A. M. Nitu, and M. R. Islam, "Android-based Walking Assistant for Blind and Low-vision People Suggesting the Shortest Path using Floyd-Warshall Algorithm," Journal of Innovation & Development Strategy, vol. 9, issue. 2, pp. 62-69, 2015.

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  8. Md. Nadim, S.M Motakabber Billah, Md. Shahnoor Alam, Ashis Kumar Mandal, Md. Palash Uddin and Md. Rashedul Islam, "Cross-user Source-based Data Deduplication in Distributed System without Violating Data Privacy of Individual User," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 3, issue. 6, 2014.

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Conference Papers

  1. A. Siddiqa, M. Ibn Afzal, M. R. Islam and A. Mahjabin Nitu, "Spectral Subset Detection for Hyperspectral Image Classification," 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), 2019, pp. 1-6, doi: 10.1109/ICIET48527.2019.9290596.

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  2. U. A. M. E. Ali, M. A. Hossain and M. R. Islam, "Analysis of PCA Based Feature Extraction Methods for Classification of Hyperspectral Image," 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), 2019, pp. 1-6, doi: 10.1109/ICIET48527.2019.9290629.

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  3. Md. Rashedul Islam, Boshir Ahmed and Md. Ali Hossain, "Feature Reduction Based on Segmented Principal Component Analysis for Hyperspectral Images Classification," 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019, pp. 1-6, doi: 10.1109/ECACE.2019.8679394.

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  4. Md. Rashedul Islam, Ayasha Siddiqa, Md. Palash Uddin, Ashis Kumar Mandal and Md. Delowar Hossain, "An efficient filtering based approach improving LSB image steganography using status bit along with AES cryptography," 2014 International Conference on Informatics, Electronics & Vision (ICIEV), 2014, pp. 1-6, doi: 10.1109/ICIEV.2014.6850714.

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Books

  1. Rashedul Islam M., Ali Hossain M., Ahmed B. (2020) Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-13-7564-4_53

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SOCIAL NETWORK