1) M.Sc. in Information and Communication Engineering
Islamic University, Kushtia
2) B.Sc. in Information and Communication Engineering
Islamic University, Kushtia
1) Lecturer (G2)
Dept. of Computer Science and Engineering, Green University of Bangladesh
January 2020 ~ till to date
2) Lecturer (Part time)
Dept. of Computer Science and Engineering, Green University of Bangladesh
September, 2019 ~ January 2020
3) IT Support Engineer
Nation Tech Communication Ltd, Dhaka
August 2016 ~ August 2013
4) Research Assistant
CVIIL Lab, Dept of ICE, Islamic University, Kushtia
June 2013 ~ August 2016
Published Journal Paper:
1) Md Zahidul Islam, Feroza Naznin, Asaduz Zaman, “Development of a Content Based Recommender Using Dynamic Artificial Neural Network”, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 4, Issue 11, November 2015
2) Kazi Mowdud Ahmed, Feroza Naznin, Md Shahinuzzaman and Md Zahidul Islam, “Development of Pedestrian Tracking System Using Lucas Kanade Technique”, Journal of Emerging Trends in Engineering and Applied Sciences (JETEAS) 6(3): pp. 233- 235, 2015
3) AFM Shahab Uddin, Feroza Naznin, Md Alamgir Hossain, Md Zahidul Islam, “Digital Licence Plate Detection and Recognition with Improved Vertical Edge Detection and Template Matching”, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 6, Issue 1, January 2017
4) YA Joarder, F Naznin, MA Awal, MZ Islam. “An Improved Hybrid Evolutionary Clustering Algorithm to Mitigate Empty Clustering Problem.” International Journal of Computer Engineering and Information Technology 11, no. 9 (2019): 197-203.
NI Mahbub, MI Hasan, MH Rahman, F Naznin… – Informatics in Medicine Unlocked, 2022
MA Awal, MAR Refat, F Naznin, MZ Islam – International Journal of Advanced Computer Science & …, 2023
7) Ensemble Machine Learning Based Boosting Approach for Non-Performing Loan (NPL) Prediction with Explainability.
Md Zahidul Islam, Hasan Raj, Sheikh Md Razibul, Mahmudul Hasan Shakil, Sultana Jahan Mukta, Abdut Tawab bin Rashid, Md Shahin Ali, Md Maruf Hossain, Feroza Naznin – SSRN 2023
Published Conference Paper:
1) Md Bipul Hossain, Feroza Naznin, Y. A. Joarder, and Md Zahidul Islam, “Recognition and Solution for Handwritten Equation Using Convolutional Neural Network”, 7th International Conference on Informatics, Electronics & Vision (ICIEV) & 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR), 25~29 June, 2018, Kitakyushu, Japan.
MAI Fahim, F Naznin, MA Moni, MZ Islam – 2021 Joint 10th International Conference on …, 2021
3) Detect bangladeshi mango leaf diseases using lightweight convolutional neural network
NI Mahbub, F Naznin, MI Hasan, SMR Shifat… – 2023 International Conference on Electrical, Computer …, 2023
F Naznin, MS Alam, SA Sathi, MZ Islam – International Conference on Human-Computer …, 2024
Published Book Chapter:
1. IoT and Deep Learning-Based Smart Healthcare with an Integrated Security System to Detect Various Skin Lesions. Khairul Islam, Zahidul Islam, Al Amin, Mojibur Rahman Redoy Akanda, Shabuj Hossen, Feroza Naznin, Mohammad Ali Moni,“Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare”
University and Board Scholarship from 2009 to 2013
Research Interest:
Computer Vision, Digital Image Processing, Machine Learning, Bio-medical Imaging, Bioinformatics, and Wireless Communication
Professional Activity:
IEEE Member