DIU - Daffodil International University

Department of Software Engineering

Ms. Shahrin Islam Lecturer

Name :

Ms. Shahrin Islam

Designation

Lecturer

Department

Department of Software Engineering

Faculty

Faculty of Science and Information Technology

Personal Webpage

https://faculty.daffodilvarsity.edu.bd/profile/swe/shahrinswe.html

E-mail

shahrinislam.swe@diu.edu.bd

Phone

+8809617901233

Cell-Phone

+88 01779448961

M.Sc. in CSE
Daffodil International University, 2025

B.Sc. in CSE
Daffodil International University, 2024

Workshop on Research Methodology
Daffodil International University (DIU) | 2025

Workshop on IP, Patent & Copyright
Daffodil International University (DIU) | 2026

Excellence in Teaching at Tertiary Level: Dos and Don’ts
Daffodil International University (DIU) | 2026

Workshop on Course File Preparation and Outcome-Based Education (OBE)
Daffodil International University (DIU) | 2025

Teachers’ Training Program by HRDI
Daffodil International University (DIU) | 2025

Algorithm Design and Analysis
Database Management System
Structured Programming
Data Structure
Software Engineering
Object Oriented Programming

1	Ahmed, M., Islam, S., Herwan Sulaiman, M., Maruf Hassan, M., & Bhuiyan, T. (2025). MetaForecaster: A PSO-driven neural model for sustainable industrial air quality management. IEEE Access, 13, 121670–121685. DOI : 10.1109/ACCESS.2025.3587716 Scopus Q1 \| Impact Factor: 4.2 \| CiteScore: 9.3
2	Islam, S., Piyas, B. R. C., Tisha, F. J., Nayem, H. K., Rahman, S., Preenon, B. R. C., & Hossen, S. (2026). Career anxiety in the age of artificial intelligence: Survey data of university students in Bangladesh. Data in Brief, 67, 112924. DOI: 10.1016/j.dib.2026.112924 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
3	Islam, S., Piyas, B. R. C., Tisha, F. J., Miah, A. S. M., Rahman, S., Hossen, S., & Kamal, M. A. S. (2026). Explainable deep learning framework for advanced deepfake video manipulation detection. IAES International Journal of Artificial Intelligence (IJ-AI), 15(3), 2674–2684. DOI: 10.11591/ijai.v15.i3.pp2674-2684 Scopus Q3 \| CiteScore: 2.6
4	Ahmed, M., Sulaiman, M. H., Islam, M. S., Islam, S. (2026). Machine learning for early detection of post-acute sequelae of COVID-19 (PASC): A comparative review of symptoms and risk factors. Franklin Opena. Article 100511. DOI: 10.1016/j.fraope.2026.100511 Scopus Q2 \| Impact Factor: 3.96 \| CiteScore: 2.8
5	Jahan, I., Begum, A., Piyas, B. R. C., Al Farid, F., Tisha, F. J., Islam, S., Miah, A. S. M., & Karim, H. A. (2026). A modified Gorilla Troops Optimizer-based explainable machine learning for early cardiovascular disease prediction. Computers, Materials & Continua, 88(3), 27. DOI: 10.32604/cmc.2026.081631 Scopus Q2 \| Impact Factor: 2.4 \| CiteScore: 6.6
6	Piyas, B. R. C., Tisha, F. J., Rahman, S., Islam, S., & Preenon, B. R. C. (2025). JaalTaka: A benchmark dataset for detecting counterfeit Bangladeshi banknotes. Data in Brief, 112377. DOI: 10.1016/j.dib.2025.112377 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
7	Tisha, F. J., Piyas, B. R. C., Afrose, N., Ahmed, S., Islam, S., Hossen, S., Chowdhury, J. I., Begum, A., & Mahmud, I. (2026). OMANISHA: A benchmark dataset for identifying and categorizing Bengali misogynistic text. Data in Brief, 113301. DOI: 10.1016/j.dib.2026.113301 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
8	Mojumdar, M. U., Islam, S., Al Mamun, M., Hasan, R., Siddiquee, S. M. T., & Chakraborty, N. R. (2025). AFruitDB: A comprehensive dataset of six commonly used Asian fruits for advanced grading and biodiversity insights. Data in Brief, 59, 111380. DOI: 10.1016/j.dib.2025.111380 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
9	An Explainable Deep Learning Framework for Automated Plant Disease Diagnosis. Journal: IAES International Journal of Artificial Intelligence (IJ-AI) DOI: Accepted & To be Published Scopus Q3 \| CiteScore: 2.6

Computer Vision
Human-Computer Interaction
Deep Learning
Natural Language Processing
Data Mining
Machine learning

Recognition for Organizing Academic and Professional Events
3 Minute Thesis Competition, Cyber Security Awareness Day and Seminar on “Cybersecurity, 5th National Data Science Summit, DIU CodeTrap Programming Contest & DIU BreakOut Algorithm Programming Contest. | Daffodil International University
Teaching Excellence Award
Certificate of Excellence in Teaching, Department of Software Engineering | Daffodil International University, Fall 2025 Semester

Zilla Scholarship– 2017

Assistant Teacher (Science), Daffodil University School & College (20 January 2024 to 15 December 2024)

1	Ahmed, M., Islam, S., Herwan Sulaiman, M., Maruf Hassan, M., & Bhuiyan, T. (2025). MetaForecaster: A PSO-driven neural model for sustainable industrial air quality management. IEEE Access, 13, 121670–121685. DOI : 10.1109/ACCESS.2025.3587716 Scopus Q1 \| Impact Factor: 4.2 \| CiteScore: 9.3
2	Islam, S., Piyas, B. R. C., Tisha, F. J., Nayem, H. K., Rahman, S., Preenon, B. R. C., & Hossen, S. (2026). Career anxiety in the age of artificial intelligence: Survey data of university students in Bangladesh. Data in Brief, 67, 112924. DOI: 10.1016/j.dib.2026.112924 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
3	Islam, S., Piyas, B. R. C., Tisha, F. J., Miah, A. S. M., Rahman, S., Hossen, S., & Kamal, M. A. S. (2026). Explainable deep learning framework for advanced deepfake video manipulation detection. IAES International Journal of Artificial Intelligence (IJ-AI), 15(3), 2674–2684. DOI: 10.11591/ijai.v15.i3.pp2674-2684 Scopus Q3 \| CiteScore: 2.6
4	Ahmed, M., Sulaiman, M. H., Islam, M. S., Islam, S. (2026). Machine learning for early detection of post-acute sequelae of COVID-19 (PASC): A comparative review of symptoms and risk factors. Franklin Opena. Article 100511. DOI: 10.1016/j.fraope.2026.100511 Scopus Q2 \| Impact Factor: 3.96 \| CiteScore: 2.8
5	Jahan, I., Begum, A., Piyas, B. R. C., Al Farid, F., Tisha, F. J., Islam, S., Miah, A. S. M., & Karim, H. A. (2026). A modified Gorilla Troops Optimizer-based explainable machine learning for early cardiovascular disease prediction. Computers, Materials & Continua, 88(3), 27. DOI: 10.32604/cmc.2026.081631 Scopus Q2 \| Impact Factor: 2.4 \| CiteScore: 6.6
6	Piyas, B. R. C., Tisha, F. J., Rahman, S., Islam, S., & Preenon, B. R. C. (2025). JaalTaka: A benchmark dataset for detecting counterfeit Bangladeshi banknotes. Data in Brief, 112377. DOI: 10.1016/j.dib.2025.112377 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
7	Tisha, F. J., Piyas, B. R. C., Afrose, N., Ahmed, S., Islam, S., Hossen, S., Chowdhury, J. I., Begum, A., & Mahmud, I. (2026). OMANISHA: A benchmark dataset for identifying and categorizing Bengali misogynistic text. Data in Brief, 113301. DOI: 10.1016/j.dib.2026.113301 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
8	Mojumdar, M. U., Islam, S., Al Mamun, M., Hasan, R., Siddiquee, S. M. T., & Chakraborty, N. R. (2025). AFruitDB: A comprehensive dataset of six commonly used Asian fruits for advanced grading and biodiversity insights. Data in Brief, 59, 111380. DOI: 10.1016/j.dib.2025.111380 Scopus Q1 \| Impact Factor: 1.9 \| CiteScore: 3.4
9	An Explainable Deep Learning Framework for Automated Plant Disease Diagnosis. Journal: IAES International Journal of Artificial Intelligence (IJ-AI) DOI: Accepted & To be Published Scopus Q3 \| CiteScore: 2.6