Farhana Tazmim Pinki
Assistant Professor




    Computer Science and Engineering Discipline, Khulna University, Khulna-9208, Bangladesh

  • Machine Learning
  • Deep Learning
  • Data Mining
  • Pattern Recognition
  • Image Processing

Current Research Project/Collaboration

SL Title Research Role Awarded Date Completion Date Funding Agency
No Research Project Available

I started my teaching career as Lecturer in CSE in Northern University of Business and Technology, Khulna  from 12 January, 2019 to 29 November, 2020.

I joined Khulna University as Lecturer  in CSE on 30 November, 2020. I got promoted to Assistant Professor in April 2023.

No Data Available


SL Title Degree Role Start Date End Date
No Supervision Available

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coming soon...

                                                        Journal Publications


Pinki, F.T.; Awal, M.A.; Mumenin, K.M.; Hossain, M.S.; Faysal, J.A.; Rana, R.; Almuqren, L.; Ksibi, A.; Samad, M.A. HGSOXGB: Hunger-Games-Search-OptimizationBased Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting. Mathematics 2023, 11, 3960. https://doi.org/10.3390/ math11183960


Islam MS, Awal MA, Laboni JN, Pinki FT, Karmokar S, Mumenin KM, Al-Ahmadi S, Rahman MA, Hossain MS, Mirjalili S. HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis. Computers in Biology and Medicine. 2022 May 30:105671.

Debjit, K.; Islam, M.S.; Rahman, M.A.; Pinki, F.T.; Nath, R.D.; Al-Ahmadi, S.; Hossain, M.S.; Mumenin, K.M.; Awal, M.A. An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP. Diagnostics 2022, 12, 1023. https:// doi.org/10.3390/diagnostics12051023


S.M. Mohidul Islam, Farhana Tazmim Pinki, " Colour, Texture, and Shape Features based Object Recognition Using Distance Measures", International Journal of Engineering and Manufacturing (IJEM), Vol.11, No.4, pp. 42-50, 2021. DOI: 10.5815/ijem.2021.04.05


Farhana Tazmim Pinki, Nipa Khatun, S.M. Mohidul Islam. Visual Features based Paddy Leaf Disease Recognition, its Severity Detection and Remedy Prediction using K-means Clustering and AdaBoost. Journal of Image Processing & Pattern Recognition Progress. 2020; 7(3): 41–52p.

Farhana Tazmim Pinki, S.M. Mohidul Islam, " Variance Analysis Based Mango Recognition Using Correlation Distance", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.12, No.5, pp. 37-43, 2020. DOI:10.5815/ijigsp.2020.05.04

Farhana Tazmim Pinki, S.M. MohidulIslam. Quality Inspection, Maturity Detection, and Size based Grading of Various Types of Mangoes using Machine Learning Methods. Journal of Image Processing & Pattern Recognition Progress. 2020; 7(1): 18–31p.


S.M. Mohidul Islam, Farhana Tazmim Pinki. “Partial-View Based Object Recognition using Leave-one-out Approach with Classification and Regression Trees.” Journal of Computer Technology & Applications. 2018; 9(3): 9-16p.

S.M. Mohidul Islam, S.M. Rafizul Haque, Farhana Tazmim Pinki. “Color and Texture Features Based Object Recognition Using Machine Learning Methods.” Journal of Image Processing & Pattern Recognition Progress.2018; 5(2): 1–11p.

                                                      Conference Publications


Deb Mohalder, Rahul, Apu Sarder, Khandkar Asif Hossain, Laboni Paul, and Farhana Tazmim Pinki. "Ensemble Machine Learning Technique for Identifying COVID-19 from CT Scan Images." In Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering: TCCE 2022, pp. 15-24. Singapore: Springer Nature Singapore, 2023.


Tahsin, Tasfia, Khondoker Mirazul Mumenin, Farhana Tazmim Pinki, Anamika Biswas Tuli, Shahriar Sikder, Md Ashfikur Rahman, Abdullah Al-Mamun Bulbul, and Md Abdul Awal. "GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for Hypertension Prediction in Bangladesh." In 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), pp. 1-4. IEEE, 2021.

Pinki, Farhana Tazmim, Md Abdul Masud, Jannatul Ferdousi, Farhana Yeasmin Eva, and Md Mehedi Rahman Rana. "SVM Based COVID-19 Detection from CT Scan Image using Local Feature." In 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), pp. 1-4. IEEE, 2021.


Farhana Tazmim Pinki, NipaKhatun, S.M. Mohidul Islam. “Content based Paddy Leaf Disease Recognition and Remedy Prediction using Support Vector Machine.” Computer and Information Technology (ICCIT), 2017 20th International Conference of. IEEE, pp.1-5, Dhaka, Bangladesh, 2017.