Faculty Profile

Marium-E-Jannat Marium-E-Jannat

Assistant Professor

Contact Information

  • Office Address: Assistant Professor Institute of Shahjalal University of Science and Technology, Sylhet-3114, Bangladesh
  • Phone: +8801727354101
  • Email: jannat-cse@sust.edu, jannatcse@yahoo.com

Biography

Marium-E-Jannat is an Assistant Professor in the Department of Computer Science and Engineering (CSE) at Shahjalal University of Science and Technology (SUST). She initially completed his bachelor degree from the Dept. of CSE at SUST, Sylhet, Bangladesh. She has authored 3 journal and 14 conference papers till the date. She also worked as Lecturer in Sylhet International University for about two and a half years.

Education

  • BSc. Engg. (2011) in Computer Science and Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh
  • MSc. (2013) in Computer Science and Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh

Research Interests

  • Human Computer Interaction
  • Image processing
  • Machine Learning
  • Natural Language Processing
  • Parallel Computing

Active Research Project

  • Fake News Detection in Social Media Using Machine Learning

Previous Research Project

  • SUST Admission Chatbot: A conversational agent to answer all the admission related query.
  • Automatic Access System using Biometric Recognition
  • Automatic Bangladeshi License Plate Recognition

Journal Publish

  • 1. Bishwajit Purkaystha, Tapos Datta, Md. Saiful Islam, Marium-E-Jannat, Rating prediction for recommendation: Constructing user profiles and item characteristics using backpropagation, Applied Soft Computing, Volume 75, 2019, Pages 310-322, ISSN 1568-4946,
  • 2. Marium-E-Jannat, Sayma Sultana Chowdhury and Munira Akther. A Probabilistic Machine Learning Approach for Eligible Candidate Selection. International Journal of Computer Applications 144(10):1-4, June 2016. DOI: 10.5120/ijca2016910439
  • 3. Sayma Sultana Chowdhury, Marium-E-Jannat and Abu Awal Md. Shoeb. Article: Performance Analysis of MPI (mpi4py) on Diskless Cluster Environment in Ubuntu. International Journal of Computer Applications 60(14):40-46, December 2012.DOI: 10.5120/9764-3701

Conference

  • 1. Nag P., Sangskriti S., Jannat ME. (2020) A Closer Look into Paintings’ Style Using Convolutional Neural Network with Transfer Learning. In: Uddin M.S., Bansal J.C. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore.
  • 2. Chowdhury M.M.H., Meem N.T.A., Marium-E-Jannat (2020) A Machine Learning Approach to Detect Diabetic Retinopathy Using Convolutional Neural Network. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore.
  • 3. Bhattacharjee P., Mallick A., Saiful Islam M., Marium-E-Jannat (2021) Bengali Abstractive News Summarization (BANS): A Neural Attention Approach. In: Kaiser M.S., Bandyopadhyay A., Mahmud M., Ray K. (eds) Proceedings of International Conference on Trends in Computational and Cognitive Engineering. Advances in Intelligent Systems and Computing, vol 1309. Springer, Singapore.
  • 4. P. P. Das, A. Acharjee and Marium-E-Jannat, "Double Coated VGG16 Architecture: An Enhanced Approach for Genre Classification of Spectrographic Representation of Musical Pieces," 2019 22nd International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2019, pp. 1-5, doi: 10.1109/ICCIT48885.2019.9038339.
  • 5. A. Khatun, A. Rahman, M. S. Islam and Marium-E-Jannat, "Authorship Attribution in Bangla literature using Character-level CNN," 2019 22nd International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2019, pp. 1-5, doi: 10.1109/ICCIT48885.2019.9038560.
  • 6. B. Purkaystha, T. Datta, M. S. Islam and Marium-E-Jannat, "Layered Representation of Bengali Texts in Reduced Dimension Using Deep Feedforward Neural Network for Categorization," 2018 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2018, pp. 1-5, doi: 10.1109/ICCITECHN.2018.8631935.
  • 7. M. Nazim Uddin, M. Saiful Islam, M. Ahmad Khan and M. Jannat, "A Neural Network Approach for Bangla POS Tagger," 2018 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2018, pp. 1-4, doi: 10.1109/ICBSLP.2018.8554771.
  • 8. A. Sen Sharma, M. Ahmed Mridul, M. Jannat and M. Saiful Islam, "A Deep CNN Model for Student Learning Pedagogy Detection Data Collection Using OCR," 2018 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, 2018, pp. 1-6, doi: 10.1109/ICBSLP.2018.8554701.
  • 9. M. J. Hossain, S. M. A. Amin, M. S. Islam and Marium-E-Jannat, "Development of robotic voice conversion for RIBO using text-to-speech synthesis," 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), Dhaka, Bangladesh, 2018, pp. 422-425, doi: 10.1109/CEEICT.2018.8628115.
  • 10. M. R. Islam, M. R. Imteaz and Marium-E-Jannat, "Detection and analysis of brain tumor from MRI by Integrated Thresholding and Morphological Process with Histogram based method," 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, 2018, pp. 1-5, doi: 10.1109/IC4ME2.2018.8465663.
  • 11. Q. I. Mahmud, A. Mohaimen, M. S. Islam and Marium-E-Jannat, "A support vector machine mixed with statistical reasoning approach to predict movie success by analyzing public sentiments," 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-6, doi: 10.1109/ICCITECHN.2017.8281803.
  • 12. Q. I. Mahmud, A. Mohaimen, M. S. Islam and Marium-E-Jannat, "A support vector machine mixed with statistical reasoning approach to predict movie success by analyzing public sentiments," 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-6, doi: 10.1109/ICCITECHN.2017.8281803.
  • 13. B. Purkaystha, T. Datta, M. S. Islam and Marium-E-Jannat, "Product recommendation: A deep learning factorization method using separate learners," 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-5, doi: 10.1109/ICCITECHN.2017.8281852.
  • 14. S. Chandra, M. A. Nowshad, M. J. Islam and Marium-E-Jannat, "An automated system to detect and recognize vehicle license plates of Bangladesh," 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-6, doi: 10.1109/ICCITECHN.2017.8281781.

Teaching

  • Computer Graphics and Image Processing
  • Artificial Intelligence
  • Structured Programming Language
  • Database Management Systems
  • Software Engineering
  • Microprocessors & Computer Interfacing
  • Computer Networking
  • Digital Logic Design

Graduate Supervision

  • BSc (Current Student: 6)