CHITTAGONG INDEPENDENT UNIVERSITY

Samia Muntaha

• Lecturer

• Department of Computer Science & Engineering
• +880-31- 622946, 636484, 02333352926, 02333351262
• muntaha.cse@ciu.edu.bd
• Room No# 2504, 4TH Floor, School of Science and Engineering (SSE), Roksana Manzil, Chittagong Independent University

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Academic Credentials

Degree Name	Institute Name	Year
M.S (CSE)	University of Chittagong (CU), Bangladesh	2018
B.Sc. in Engg. (CSE)	University of Chittagong (CU), Bangladesh	2016

Subject Taught

Structured Computer Lab, Data Communication, Software Engineering, Computer Networks, Operating Systems, Statistics and Probability, Differential Equation and Matrices

Work Experience

Academic Experience

Lecturer, Computer Science & Engineering, Chittagong Independent University (CIU) , 2020 – Present.

Field of Interest

Natural language processing, Machine Learning, Artificial Intelligence

Journal/Conference papers

Md Abdur Rahman Khan, Fairooz Binta Kabir, Maher Ali Rusho,Samia Muntaha, Md. Rakib Hasan, Md. Naib Hossain Khan, Md Ashfaqul Azam Chowdhury, Md. Khurshid Jahan, Mithila Arman. “Bengali Sentiment Analysis: Fine-Tuning LLMs and Comparing with Traditional Machine Learning Models for Bengali Movie Review Dataset”, in “5th International Conference on Electrical, Computer and Energy Technologies (ICECET 2025)”, Paris, France. 3-6 July, 2025. (Accepted)

Naosher Mustakim, Naoroj Muntashir, Samia Muntaha, Md. Shawmoon Azad, and M.R.C. Mahdy.“Explainable Prediction of Problematic Internet Use (PIU) Resulting From Loneliness, Low Self-Esteem and Psychological Distress among Bangladeshi University Students Using a Machine Learning Approach”, 2025. (Ongoing Journal Paper)

Samia Muntaha, Md. Sajjatul Islam, Nahida Zakir. “Towards Explainable Sarcasm Detection in Low-Resource Language Using BiLSTM” in “4 th International Conference on Electrical, Computer and Communication Engineering (ECCE)”, CUET, Bangladesh. 13-15 February, 2025. (Presented).
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Samia Muntaha, Sayeda Sabiha Salam, Naosher Mustakim. “An Explainable AI-based Deep Learning Model for Classification of Diabetic Retinopathy Stages Using Retinal Fundus Images” in “27 th International Conference on Information and Communication Technology (ICCIT)”, Cox’s Bazar, Bangladesh. 20-22 December, 2024. (Presented).
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Afrin Sultana Olpi, Samia Muntaha. “Comparative Analysis of Machine Learning Methods for Symptoms based COVID-19 Detection” in “2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023)”, Daffodil Smart City, Savar, Bangladesh. 6-7 September, 2023. (Presented).
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Samia Muntaha, Tanim Rahman, Hanif Seddiqui (2019). “A Systematic Review of Electronic Health Record-Based Disease Prediction Approaches”, Computer Science and Engineering Research Journal(CUET), 11, 36-48.
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