Nazmun Nahar Khanom

Research Interests

• Human-Computer Interaction
• Assistive Technology
• Accessibility
• Machine Learning
• Computer Vision
• Data Science
• Algorithms

Research Experience (Reviewer)

• 3rd International Conference on Computing Advancements (ICCA) 2024
  ISBN: 978-1-4503-7778-2
  Indexed by: ACM Digital Library, a special issue of AIUB Journal of Science and Engineering (AJSE) [Scopus Indexed].
  Link: https://icca.aiub.edu/

• Bulletin of Electrical Engineering and Informatics (BEEI)
  ISSN: 2089-3191, e-ISSN: 2302-9285
  The official publication of the Institute of Advanced Engineering and Science (IAES).
  Indexed by: Scopus (Elsevier), SJR Q3.
  Link: https://beei.org

• International Journal of Power Electronics and Drive Systems (IJPEDS)
  p-ISSN: 2088-8694, e-ISSN: 2722-256X
  The official publication of Advanced Engineering and Science (IAES).
  Indexed by: Scopus, SJR Q3.
  Link: https://ijpeds.iaescore.com

• International Journal of Electrical Engineering and Computer Science (IJEECS)
  p-ISSN: 2502-4752, e-ISSN: 2502-4760
  The official publication of Advanced Engineering and Science (IAES).
  Indexed by: Scopus, Scimagojr, Google Scholar Metrics, ProQuest, EBSCO, BASE, Scinapse, SHERPA/RoMEO, etc.
  Link: https://ijeecs.iaescore.com

Research Grants

• Received from: Research and Development Wing of Military Institute of Science and Technology (MIST)

Project Title: Enhancing Pregnancy Care: Machine Learning Approach for Identifying Pregnancy Complications using a Novel Dataset

Fund Allocated: Tk 5,70,000.00

Principal Investigator: Nazmun Nahar Khanom

Co-Investigators: Dr. Md. Akhtaruzzaman, Md. Shofiq Islam

Medical Associate: Dr. Lutfunnahar Khanom

Time of Completion: January 01, 2024 - December 31, 2024

Date of Submitting the Proposal: 31/07/2023

Date of Notification: 29/12/2023

After thorough consideration, I have chosen to withdraw my acceptance of the grant. Given the circumstances, including a prolonged delay in disbursement and other personal factors, I believe it is in the best interest of all parties involved to part ways amicably.

Publications (Journal, Published)

1. Sri Ngudi Wahyuni, Nazmun Nahar Khanom, Yuli Astuti (2023). “K-Means Algorithm Analysis for Election Cluster Prediction,” JOIV: International Journal on Informatics Visualization, 7(01): 1.
   DOI: http://dx.doi.org/10.30630/joiv.7.1.1107

2. Sri Ngudi Wahyuni, Eko Sediono, Irwan Sembiring, Nazmun Nahar Khanom (2022). “Comparative analysis of time series prediction model for forecasting COVID-19 trend,” Indonesian Journal of Electrical Engineering and Computer Science, 28(01): 595~605.
   DOI: http://doi.org/10.11591/ijeecs.v28.i1.pp600-610

3. Fatema Nihar, Nazmun Nahar Khanom, Syed Sahariar Hassan, and Amit Kumar Das (2021). “Plant Disease Detection through the Implementation of Diversified and Modified Neural Network Algorithms,” BSc Thesis published in the Journal of Engineering Advancements, 2(01): 48–57.
   DOI: https://doi.org/10.38032/jea.2021.01.007

4. Nazmun Nahar Khanom, Fatema Nihar, Syed Sahariar Hassan, and Linta Islam (2020). “Performance Analysis of Algorithms on Different Types of Health Related Datasets,” Journal of Physics: Conference Series. 1577(01): 012051. Received funding of 1 lakh taka from East West University to present paper in Indonesia.
   DOI: 10.1088/1742-6596/1577/1/012051

Publications (Conference, Published)

1. Shamse Tasnim Cynthia, Moname Majumder, Anika Tabassum, Nazmun Nahar Khanom, Rashedual Amin Tuhin, and Amit Kumar Das (2019). “Security concerns of ridesharing services in Bangladesh,” 2019 2nd International Conference on Applied Information Technology and Innovation (ICAITI), 44-50.
   DOI: 10.1109/ICAITI48442.2019.8982128

Publications (Conference, Accepted but Not Published yet)

1. Mejbah Ahammad, Md Hanif Sikder, A.K.M. Kawser Rabbi, Nazmun Nahar Khanom, Shah Md Nazmul Alam, and Mst. Fatema Khatun (2024). “ST-Net: Spatio-Temporal Network for Predicting Crop Yields with Unprecedented Precision ,” 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024).
   

Publications (Journal, Manuscript Submitted)

1. Nazmun Nahar Khanom, Jarin Tabassum, Md. Fakhrul Alam Siddiqei Antor, Md Shofiqul Islamc, Muhammad Nazrul Islam (2024). “GoHarvest: An Intelligent Crop Recommendation System using voting based ensemble RaNDeSLoR Model,” MSc Project submitted to the Advances in Engineering Software, awaiting a decision.

2. Nazmun Nahar Khanom, Syeda Asrafa Islam, Md. Ratul Mahjabin, Md. Motaharul Islam, Muhammad Nazrul Islam (2023). “ARVoC : Leveraging Clustering Algorithms with Ensemble based Machine Learning Model for Enhanced Crop Recommendation,” Manuscript submitted to the Discover Agriculture, awaiting a decision.