Faculty Profile

About

I am currently working as Assistant Professor in Department of Information Science and Engineering at BMS College of Engineering, Bangalore. I have one year of industry experience as a software engineer at INTEL Technologies and I have been working with BMSCE since 3 years now. I believe in implementing practical knowledge to the students by leveraging through latest tools and technologies.

Education

• Master of Technology - Computer Network and Engineering
  BMSCE, VTU
  Passed Year: 2019 | Program Type: FullTime
• Bachelor Of Engineering - Computer Science and Engineering
  VTU
  Passed Year: 2016 | Program Type: FullTime

Selected Publications

• Journal | Published On : 08-07-2025
  Monisha H M, Rashmi R, Shobana T S, L Pragna , Nidhi S Adiga, Ashpreet Singh
  Journal of technology (Scopus): "“A Survey of EEG-Based Attention Detection Using Machine Learning and Deep Learning Techniques", Volume 15 Issue 7
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• Patents | Published On : 04-07-2025
  Janani B, Dr.R Ashok Kumar, Monisha H M
  Patent title: "EEG Based Human stress Level predictor Headband" , Application number: 202541059674 A Patent status: Published
• Journal | Published On : 11-06-2025
  Shobana TS, Monisha H M, Rakshitha M, Himani M, Jyotiprakash Panda
  Journal of technology (Scopus): "AI Enhanced Wearable Device for the Visually Impaired", Volume 15 Issue 6
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• Journal | Published On : 12-03-2025
  Monisha H M, Rashmi R, Shobana T S, Shree Raksha N, Sakshi Hosamani, Thanuja M R
  Journal of systems engineering and electronics (Scopus): "Personalized Mental Health Care: A Survey on EEG-Based Depression Detection System", Volume 35 Issue 3
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• Journal | Published On : 21-10-2024
  Siddarth J J, Sahithi, Monisha H M, Ashok Kumar R
  Journal of Data Mining and Management :" Real-Time Stress Level Detection System Using EEG Signal Processing and Deep Learning Techniques" , Volume 9, Issue 3, e-ISSN: 2456-9437
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• Conference | Published On : 04-10-2024
  Anulaxmi S Khanaganni, Monisha H M, Ashok Kumar R
  2024 5th IEEE Global Conference for Advancement in Technology (GCAT)(Scopus): "Stress Level Analysis Using EEG Signals: A Comparative Study of EEGNET and CNN Deep Learning Models" , Oct 2024. Volume 9, Issue 3, e-ISSN: 2456-9437 DOI: 10.1109/GCAT62922.2024.10923858
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• Conference | Published On : 22-05-2024
  Monisha H M, Ashok Kumar R, Siddarth J J, Sahithi
  IEEE International Conference on Communications and Computer Science( Scopus): "A survey of EEG-Based stress detection using machine learning and deep learning techniques", May 2024. DOI: 10.1109/INCCCS60947.2024.10593592
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• Journal | Published On : 15-05-2024
  Janani B, Ashok Kumar , Vijaylakshmi K, Monisha H M
  Journal of Data Mining and Management : "EEG-Based Human Stress Level Predictor Using Customized EEGNet Model" , May-Aug 2023. DOI: 10.46610/JoDMM.2023.v08i02.003
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• Journal | Published On : 02-02-2024
  Monisha H M, Dhanush Jogi K, Adarsha Dalavai S M, Manvith Dalli
  International Journal of Novel Research and Development : "A Web Based Crop Recommendation System Using Various Machine Learning Algorithms", Feb 2nd ,2024
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• Journal | Published On : 15-11-2023
  Monisha H M, Manish B S, Ranjini Ravi Iyer, Siddarth J J
  International Research Journal of Engineering and Technology: " Sign Language Detection and Classification using Hand Tracking and Deep Learning in Real-Time", Nov, 2023
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• Conference | Published On : 24-12-2019
  Monisha H M, Dr. R Ashok Kumar
  2nd international conference in emerging trends in science and technology for engineering systems :"A survey on Machine learning techniques in detection of DDOS attacks",May 17th,2019
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• Book Chapter or Books | Published On : 03-08-2019
  Monisha H M,Leena, M. Dakshayini, P. Jayarekha
  Leena, Monisha H M, M. Dakshayini, P. Jayarekha, “Gas Leakage Detection Device [GLDD] Using IoT with SMS Alert“, Chapter, Lecture Notes on Data Engineering and Communications Technologies book series [LNDECT] Springer, Cham, volume 31, pp 409- 416, August 2019, Print ISBN 978-3-030-24642-6, Online ISBN 978-3-030-24643-3, DOI:https://doi.org/10.1007/978-3-030-24643-3_49.
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• Journal | Published On : 01-06-2019
  Monisha H M, Dr.Radhika K R, Manoj Kumar Kuna
  International journal of scientific research in Engineering and Management (IJSREM) :"Customer ticketing system with authentication using Google's firebase and automation notifications to track the status of the ticket" volume 3, issue-6, June-2019
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