Musharrat Khan

Senior Lecturer
Department of Computer Science & Engineering

Faculty

Faculty of Sciences and Engineering

Address

A/2, Jahurul Islam Avenue
Jahurul Islam City, Aftabnagar
Dhaka-1212, Bangladesh

Office

Ext: 329 || Room No# 636
musharrat.khan@ewubd.edu

Academic Background

M. Sc. in Computer Science, The University of Lethbridge, Alberta, Canada, 2017
B. Sc. in Electrical and Electronic Engineering, East West University, Dhaka, Bangladesh, 2014

After completing M.Sc. in Computer Science in April 2017, Musharrat Khan started teaching profession as Adjunct Faculty during May -August 2017 in the CSE Department of East West University. In September 2017 she joined as a full-time Lecturer in the department. Later, in November 2019, she was promoted to Senior Lecturer.

Her research interests include Data Science, Machine Learning, Deep Learning, Data Clustering, Genetic Algorithms.

Professional Experience

Duration	Designation & Department	Educational Institution
November 2019 - Present	Senior Lecturer, CSE Department	East West University, Dhaka, Bangladesh
September 2017- October 2019	Lecturer, CSE Department	East West University, Dhaka, Bangladesh

Research Interest

Data Science, Machine Learning, Deep Learning, Data Clustering, Genetic Algorithms.

M. Khan and J. E. Rice, “Ternary Max-Min algebra for representation of reversible logic functions,” In Proc. IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1670–1673, Montreal, Canada, May 2016.
M. Khan and J. E. Rice, “Synthesis of reversible logic functions using ternary Max-Min algebra,” In Proc. IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1674–1677, Montreal, Canada, May 2016.
M. T. Islam, P. K. Basak, P. Bhowmik, and M. Khan, “Data clustering using hybrid Genetic Algorithm with k-Means and k-Medoids Algorithms,” In Proc. 23^rd International Computer Science and Engineering Conference (ICSEC 2019), 30 Oct – 1 Nov 2019, Phuket, Thailand.
M. S. H. Bhuiyan, N. A. Raian, S. I. Leon, and M. Khan, "Study of influence of dimension reduction of high dimensional datasets in classification problem," In Proc. 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), 11-13 March, 2020, Erode, Tamil Nadu, India.
M. K. Dhar, S. M. N. Hasan, T. R. Otushi, and M. Khan, "Entropy-based feature selection for data clustering using k-means and k-medoids algorithms," In Proc. 2020 Fifth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), Nov 26-27, Bangalore, India.
S. Das, M. Z. Tazim, J. Akter, and M. Khan, “Influence of data pre-processing on genetic algorithm based clustering,” In Proc. 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), 19-20 March, 2021, Coimbatore, India.
M. A. B. Siddik, M. M. I. Mazumder, R. Alam, and M. Khan, “Performance comparison between dimension reduction and feature selection approaches for data classification,” In Proc. 2021 5th Conference on Computing Methodologies and Communication (ICCMC), 8-10 April, 2021, Erode, Tamil Nadu, India.
M. F. U. Bhuiyan, M. T. Rahman, M. A. Anik, and M. Khan, “A framework for type-II diabetes prediction using machine learning approaches,” In Proc. 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), 6-8 July, 2021, Kharagpur, India.
Z. Hossain, M. M. R. Sourov, M. Khan, and P. Rahman, “Network intrusion detection using machine learning approaches,” In Proc. 2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 11-13 November, 2021, Palladam, India.
S. A. Niloy, T. S. Bhuiyan, F. I. Leha, S. Imon, M. Khan, “Machine Learning Based Recognition of Bangla Handwritten Characters”, In Proc. 4^th International Conference on Inventive Research in Computing Applications (ICIRCA 2022), 21-23 September, 2022, Coimbatore, India.
K. Rashid, M. A. Islam, R. A. Tanzin, M. L. Labib, M. Khan, “Heart Disease Prediction Using Interquartile Range Preprocessing and Hypertuned Machine Learning”, In Proc. 4^th International Conference on Inventive Research in Computing Applications (ICIRCA 2022), 21-23 September, 2022, Coimbatore, India.
J. Paul, S. M. Raduan, S. Ghosh, S. E. Siam, and M. Khan, “Performance Analysis of Different Deep Learning Models for Bone Tumor Identification from MRI Images,” In Proc. 2025 International Conference on Inventive Computation Technologies (ICICT), 23-25 April, 2025, Kirtipur, Nepal.
K. Shams, R. Saha, M. I. Rodela, S. R. Simran, and M. Khan, “Tuberculosis Diagnosis from Chest X-Ray Image Using Deep Learning Techniques,” In Proc. 2025 Fifth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 9-10 January, 2025, Bhilai, India.
P. Islam, Z. D. Ziden, S. Abdullah, M. A. Hasan, M. A. Asif, M. Khan, and T. Mittra, “Rose Disease Detection Using YOLO: A Deep Learning-Based Approach,” In: M. S. Kaiser, J. Xie, V. S. Rathore (eds) Intelligent Strategies for ICT. ICTCS 2024. Lecture Notes in Networks and Systems, vol 1381, 2025. Springer, Singapore. https://doi.org/10.1007/978-981-96-5607-3_13.
Z. T. Nuzhat, I. A. Shohan, S. Akter, A. N. Kanta, M. F. Hossain, A. H. Siam, T. Mittra, and M. Khan, “ACNEREC: An AI Based Recognition System to Detect Acne Types,” In: A. Joshi, R. Ragel, M. Mahmud, and S. Kartik (eds) ICT: Applications and Social Interfaces. ICTCS 2024. Lecture Notes in Networks and Systems, vol 1383, 2025. Springer, Singapore. https://doi.org/10.1007/978-981-96-5754-4_15.
A. Saha, S. Mahmud, N. T. Arthi, M. Khan, and M. I. Bhuiyan, “Transfer Learning for Brain Tumor MRI Image Classification: A Comparative Study of Custom Deep Learning Models with K-Fold Cross Validation and Ensemble,” In Proc. The 10^th International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS 2025), Okinawa, Japan, 2-5 December 2025.
S. Mahmud, A. Saha, N. T. Arthi, M. Khan, and M. I. Bhuiyan, “Comparative Study of Pre-Trained Deep Learning Models for Barin Tumor MRI Image Classification with K-Fold Cross Validation and Ensemble,” In Proc. 10^th International Conference on Advances in Technology and Computing (ICATC 2025), Colombo, Sri Lanka, 16 December 2025.

M. Khan and J. E. Rice, “Hybrid-GA synthesis of ternary reversible circuits using Max-Min algebra,” J. of Multi.-Valued Logic & Soft Computing, Vol. 32, no. 1-2, pp. 27-55, 2019.
M. Khan, “Online testing of ternary reversible multiple-controlled unary gate circuits,” J. of Multi.-Valued Logic & Soft Computing, Vol. 34, no. 1-2, pp. 105-127, 2020.

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CSE209 - Electrical Circuits

CSE345 - Digital Logic Design

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Musharrat Khan

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