Md. Monirul Islam

Ph.D. Fellow, CSE: Bangladesh University of Engineering and Technology (BUET).
M.Sc. Computer Science and Engineering: Dhaka University of Engineering and Technology, Gazipur, Bangladesh (2021).
M.Sc. Thesis Topic: Prediction Model of Aqua Fisheries Using IoT Devices.
B.Sc. Computer Science and Engineering: Pabna University of Science and Technology, Pabna, Bangladesh, (2015).
B.Sc. Thesis Topic: Comparative Study of different routing protocols for Mobile Ad-hoc Networks.
H.S.C. Science (2011).
S.S.C. Science (2009).

Training Courses

• Programming for Everybody (Getting Started with Python) (7 weeks)
  University of Michigan, Coursera Platform.
• Python Data Structures (7 weeks)
  University of Michigan, Coursera Platform.

• Introduction to the Internet of Things and Embedded Systems (4 weeks)
  University of California, Irvine, Coursera Platform.
• Architecting Smart IoT Devices (5 weeks)
  EIT Digital, Coursera Platform.

• AI for Everyone (4 weeks)
  deeplearning.ai, Coursera Platform.
• Introduction to Artificial Intelligence (AI) (4 weeks)
  IBM, Coursera Platform.
• Data Science and Machine Learning (9 weeks)
  DUET, Bangladesh.
• Understanding Research Methods (4 weeks)
  University of London & SOAS University of London

• Assistant Professor (April, 2022-till now)
  Department of CSE, University of Information Technology and Sciences (UITS)

• Senior Lecturer (March-2022- April 2022); 2 months.
  Computer Science Track, Uttara University, Dhaka, Bangladesh.

• Lecturer (February 2020- February 2022)- 2 years 1 month
  Computer Science Track, Uttara University, Dhaka, Bangladesh.

• Lecturer (April 2019- February 2020)-11m
  Department of Computer Science and Engineering, Atish Dipankar University of Science and Technology, Dhaka, Bangladesh.

• Lecturer (August 2018- March 2019)-8m
  Computer Technology track, Idris Ali Madbor Polytechnic Institute, Munshiganj-1500, Bangladesh

• Lecturer (August 2016- November 2017)-1y 4m
  Computer Technology track, Pabna Textile Engineering Institute, Pabna-6600, Bangladesh.

Administrative Experience

• Director (April 2022- till now),
  ICT Cell, University of Information Technology and Sciences (UITS), Dhaka-1212, Bangladesh.

• Manager (April 2022- till now)
  Software Implementation Project, University of Information Technology and Sciences (UITS), Dhaka-1212, Bangladesh.

• Lab Head (July 2022- till now)
  Rising Research Lab.

I am highly interested in doing research in machine learning, deep learning, computer vision, IoT, Big data, artificial intelligence research, and MANET. I am conducting an online research team named Rising Research Lab. In this lab, multidisciplinary research on CSE background is done. For your information, I am working collaboratively with different professors. They are-

-Professor Dr. Mohammod Abul Kashem, Department of CSE, DUET.
-Prof. Dr. Mohammad Ali Moni, Senior Research Fellow, School of Health and Rehabilitation Sciences, Australia,
-Prof. Dr. Iqbal H Sarker, achieving the top 2% scientist list, CUET,
-Dr. Jia Uddin, Assistant professor, AI, and Big data department, Woosong University, South Korea.
-Dr. Fida Hasan, Postdoc Researcher, RMIT University, Australia.

If you are interested to do research with me, please feel free to contact me: monir.duet.cse@gmail.com; risingresearchlab@gmail.com; monirul.islam@uits.edu.bd

1. M. Alam, M.M. Islam, M. Rokunojjaman, S. Akter, M. B. Hossain, J. Uddin, “Electrocardiogram Signal Analysis Based on Statistical Approaches Using K-Nearest Neighbor”, ICBBDB 2021, Scopus Indexing Springer Publisher.
2. M.M. Islam, F. Rabbi, J. Meandad, K.M. R. Alam, J. Uddin, “Statistical Analysis and Clustering of Dengue Incidents and Weather Data of Bangladesh Using K- Means Clustering”, ICBBDB 2021, Scopus Indexing Springer Publisher.
3. M.M. Islam, M.R. Uddin, M.N. Akhtar, K.M.R. Alam, “Recognizing multiclass Static Sign Language for deaf and dumb people of Bangladesh based on transfer learning techniques and the primary sign word dataset”, Informatics in Medicine Unlocked, Q2 Journal, Elsevier Publisher.
4. M.M. Islam, J.H. Rony, M.N. Akhtar, S.U.P. Shakil, J. Uddin (2023). Water Monitoring Using Internet of Things. In: Marques, G., González-Briones, A. (eds) Internet of Things for Smart Environments. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-031-09729-4_4
5. M.M. Islam, M.B. Hossain, M.N. Akhtar, M.A. Moni, K. F. Hasan, “CNN based on transfer learning models using data augmentation and transformation for detection of concrete crack”, Algorithms, Q2 Journal, MDPI Publisher.
6. MB Hossain, HS Iqbal, MM Islam, MN Akhtar, IH Sarker, “Transfer learning with fine-tuned deep CNN ResNet50 model for classifying COVID-19 from chest X-ray images”, Informatics in Medicine Unlocked, Elsevier Publisher.
7. F. Akter, M. A. Kashem, M. M. Islam, M. M. A. Chowdhury, J. Uddin, “Cyber Physical System (CPS) based Heart Disease’s Prediction Model for Community Clinic Using Machine Learning Classifiers”, Q3 ranked Scopus and ESCI indexing journal.
8. M. Zabin, H. Choi*, M. M. Islam, J. Uddin, Impact of tuning parameters of deep convolutional neural network using a crack image dataset”, (CUTE 2021), Scopus and SCIE indexing, South Korea.
9. M. Islam, M.A. Kashem, J. Udiin, “An IoT Framework for Real-time Aquatic Environment Monitoring using an Arduino and Sensors” IAES International Journal of Electrical and Computer Engineering (IJECE), Indonesia, Scopus Indexed, Q2 ranked.
10. M. Islam, M.A. Kashem, J. Uddin, "Fish Survival Prediction in an Aquatic Environment Using Random Forest Model," IAES International Journal of Artificial Intelligence (IJ-AI), Indonesia, Scopus Indexed, Q2 ranked.
11. M.M. Islam, J. Uddin, M.A. Kashem, F. Rabbi, M.W. Hasnat “Design and Implementation of an IoT system for Predicting Aqua Fisheries using Arduino and KNN Model” Intelligent Human Computer Interaction (IHCI), LNCS, Scopus and ESCI indexing.
12. M.N. Hossain, M.M. Islam, M.K. Ben Islam, “Recurrent Neural Network Encoding Decoding Translator based Prediction Protein Function and Functional Annotation”, ICSCT 2021, Scopus Indexing, IEEE publisher.
13. S. Akter, M.M. Islam, M. Rokunojjaman, S. Nasrin, “Operations of Lie Groups and Lie Algebras on Manifolds”, ICSCT 2021, Scopus Indexing, IEEE publisher
14. S. Mustary, M.A. Kashem, M.N.I. Khan, F.A. Jewel, M.M. Islam, S. Islam, “LEACH Based WSN Classification Using Supervised Machine Learning Algorithm”, (ICCCI -2021). Scopus Indexing, IEEE publisher.
15. F. Rabbi, S.U. Tareq, M.M. Islam, M.A. Chowdhury and M.A., "A Multivariate Time Series Approach for Forecasting of Electricity Demand in Bangladesh Using ARIMAX Model," 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), Dhaka, Bangladesh, 2020, pp. 1-5, doi: 10.1109/STI50764.2020.9350326. Scopus Indexing, IEEE publisher.
16. H. Rony, N. Karim, M. A. Rouf, M. M. Islam, J. Uddin, M. Begum, “A Cost-effective IoT Model for a Smart Sewerage Management System Using Sensors” J Multidisciplinary Scientific journal, MDPI publisher.
17. K. Ahmed and M.M. Islam, “Syllable based Bengali text to speech” Australian Journal of Science and Technology (Google scholar, SIS, I2OR, Cosmos impact factor indexing). Vol: 3, Issue: 1, March 2019. ISSN no: 2208-6404.

  Accepted Papers

1. MM Islam, MS Rahman, MN Siddique, A Amin and MN Akhtar, “Diabetes and Heart Disease Prediction using Machine Learning Classifiers Based on Weka, Python”, AIP Conference series, Scopus Indexing.

• Associate Editor, Uttara University Journal of Science, Engineering and Technology (UUJSET)
• Reviewer, IGI-Global Book Chapter
• Reviewer, ICBBD 2021 conference, Springer Publisher
• Editor, International Journal of Electronics and Communications Systems, Indonesia. Published by Universitas Islam Negeri Raden Intan Lampung
• Associate Editor “Australian Journal of Engineering and Innovative Technology”
• Reviewing Awarded in “Current Journal of Applied Science and Technology”
• Member, International Association of Engineers (IAENG). Membership id-280861

  Awards
Received M.Sc. Thesis Paper Scholarship from Woosong University, South Korea, 2021.