911±¬ÁÏ

Publication

• 9. Shidhartho Roy, Monira Islam, Md. Salah Uddin Yusuf, Nushrat Jahan, "," Computers in Biology and Medicine, ELSEVIER, vol. 148, no: 105849, pp. 1-13, September 2022.
• 8. Monira Islam and Md. Salah Uddin Yusuf, "Faster R-CNN based Traffic Sign Detection and Classification," WSEAS Transactions on Signal Processing, , vol. 18, no: 1, pp. 1-10, February 2022.
• 7. Monira Islam, Md. Salah Uddin Yusuf, Chowdhury Azimul Haque, "Estimate the Activation of EEG Bands from Different Brain Lobes with Classified Music Stimulation," International Journal of Computer Science and Security, , vol. 13, no: 3, pp. 101 - 113 , 2019.
• 6. Monira Islam, Md. Salah Uddin Yusuf and Mohiuddin Ahmad , "An Approach of Human Emotional States Classification and Modeling from EEG," International Journal of Computer Science and Security, , vol. 13, no: 3, pp. 73-89, 2019.
• 5. Md. Salah Uddin Yusuf, Abdul Munem Saad and Monira Islam, "Analysis of Lightning Surge Phenomenon and Surge Arrester Performance of a 400kV Transmission System (Accepted) ," WSEAS Transactions on Power Systems, , vol. 14, 2019.
• 4. Md. Salah Uddin Yusuf, Monira Islam, Mohiuddin Ahmad, "Efficient Search Points Reduction and Ranking of Motion Estimation Algorithms in Video Coding," International Journal of Electronics Communication and Computer Engineering, , vol. 6, no: 6, pp. 739-745, 2015.
• 3. Md. Salah Uddin Yusuf, Monira Islam, Mohiuddin Ahmad, "Fast and Efficient Inter Mode Decision Algorithm for H.264/AVC Encoding Optimization," International Journal of Electronics Communication and Computer Engineering, , vol. 6, no: 6, pp. 746-751, 2015.
• 2. Monira Islam, Md. Salah Uddin Yusuf and Mohiuddin Ahmad, "Selection of Effective EEG Band for Estimation of Cognitive State while Listening Music," International Journal of Electronics Communication and Computer Engineering, , vol. 6, no: 6, pp. 719-726, 2015.
• 1. Monira Islam, Tazrin Ahmed, Md. Salah Uddin Yusuf, and Mohiuddin Ahmad, "Cognitive State Estimation By Effective Feature Extraction And Proper Channel Selection of EEG Signal," Journal of Circuits, Systems and Computers, World Scientific Publishing Company, vol. 24, no: 02, February 2015.

• 33. Proma Das, Monira Islam, Provakar Mondol, "Utilizing a Multi-Class CNN Model for Precise Diagnosis of Alzheimer’s Disease," 1st Global Conference on Cognitive Computing And Communication Technology (GC4T 2025), IEEE, PUNE, India, 2025.
• 32. Limon Halder, Monira Islam, "EEG Connectivity and Power Spectral Density-Based Classification of Alzheimer’s Disease and Frontotemporal Dementia using 3D Convolutional Neural Networks," International Conference on 911±¬ÁÏ, Computer and Communication Engineering (ECCE), IEEE, 2025.
• 31. Limon Halder, Shetu Mohanto, Monira Islam, Md Tasnim Jawad, "Fetal Head Segmentation and Head Circumference Measurement Using Residual U-net," 2nd International Conference on Information and Communication Technology (ICICT2024), IEEE, 2024.
• 30. Ashfak Yeafi,Monira Islam,Sohag Kumar Mondal,K.M. Ishraq Hussain Nashad,Md. Salah Uddin Yusuf, "," 2023 6th International Conference on 911±¬ÁÏ Information and Communication Technology (EICT), IEEE, 2023, doi: 10.1109/EICT61409.2023.10427898
• 29. Monira Islam, Tan Lee, "Functional Connectivity Analysis in Multi-channel EEG for Emotion Detection with Phase Locking Value and 3D CNN," 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), EMB Conference Engineering in Medicine & Biology Society IEEE, pp. 1-4, 24-27 July, 2023.
• 28. Monira Islam, Tan Lee, "Wavelet based Emotion Detection from Multi-channel EEG using a Hybrid CNN-LSTM Model," TENCON 2022, TECH-BIZ INTELLIGENCE, IEEE, pp. 1-6, 1-4 November, 2022..
• 27. Sohag Kumar Mondal , Monira Islam , Md. Omar Faruque , Mrinmoy Sarker Turja and Md. Salah Uddin Yusuf, "Efficient Malaria Cell Image Classification using Deep Convolutional Neural Network," 1st International Conference on Information and Communication Technology for Development (ICICTD 2022), Springer , 29-30 July, 2022..
• 26. Monira Islam, Tan Lee, "Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes," 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), EMB Conference Engineering in Medicine & Biology Society IEEE, pp. 3759-3762, 11-15 July, 2022..
• 25. Monira Islam, Tan Lee, "MEMD-HHT Based Emotion Detection from EEG Using 3D CNN," 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), EMB Conference Engineering in Medicine & Biology Society IEEE, pp. 294-297, 11-15 July, 2022..
• 24. Md. Omor Faruque, Monira Islam, and Md. Salah Uddin Yusuf, "COVID-19 Outbreak Prediction in the Context of 911±¬ÁÏ," International Conference on Data Science and Applications (ICDSA 2021), , .
• 23. Sabbir Ahmed, Md. Abul Ala Walid, Monira Islam, "EEG-based Cognitive Load assessment in MATLAB GUI and impact on Learning System," 2nd International Conference on Advanced Information and Communication Technology, ICAICT 2020, IEEE, 28-29 November, 2020.
• 22. Tanbin Islam Rohan, Md. Salah Uddin Yusuf, Monira Islam, Shidhartho Roy, "Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System," IEEE Region 10 Symposium (TENSYMP), , .
• 21. Md. Salah Uddin Yusuf, Monira Islam and Shidhartho Roy, "Stress Identification during Sustained Mental Task and Brain Relaxation Modeling with βâ„α Band Power Ratio," 4th International Conference on 911±¬ÁÏ Information and Communication Technology (EICT2019), , Decmber 2019 .
• 20. Swapno Roy, Md. Salah Uddin Yusuf, Monira Islam, Tanbin Islam Rohan, "Age based Mood Swing Analysis and Brain Mapping for Music Genre ," 5th International Conference on Advances in 911±¬ÁÏ Engineering (ICAEE 2019), IEEE, 26-28 September, 2019.
• 19. Swapno Roy, Monira Islam, Md. Salah Uddin Yusuf and Tanbin Islam Rohan, " Frequency Impact Analysis with Music Evoked Stimulated Potentials on Human Brain," 8th “International Conference on Innovations in Electronics & Communication Engineering†, , 2-3 August, ICIECE-2019 .
• 18. Sudipta Bain Sagar, Monira Islam and Md. Salah Uddin Yusuf, "Design and Implementation of a Hospital Based Modern Healthcare Monitoring System on Android Platform ," International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019), Awarded as Best Paper, , 2019.
• 17. Chowdhury Azimul Haque, Monira Islam, Md.Salah Uddin Yusuf and Abdul Munem Saad, "Music Evoked Brain Lobe Activation Using Spectral Features form EEG ," International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019), , July 11~12, 2019.
• 16. Tanbin Islam Rohan, Awan-Ur- Rahman, Abu Bakar Siddik, Monira Islam and Md. Salah Uddin Yusuf, "A Precise Breast Cancer Detection Approach Using Ensemble of Random Forest with AdaBoost ," International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019), , 2019.
• 15. Chowdhury Azimul Haque, Monira Islam, Abdul Munem Saad and Md. Salah Uddin Yusuf,, " An Approach to Estimate the Activation of Different Bands of EEG Signal using Classified Songs," 2nd International Conference on 911±¬ÁÏ, Computer and Communication, (ECCE), 2019..
• 14. Monira Islam, Trisa Biswas, Abdul Munem Saad, Chowdhury Azimul Haque and Md. Salah Uddin Yusuf, "A Non-Invasive Heart Rate Estimation Approach from Photoplethysmography," International Joint Conference on Computational Intelligence (IJCCI 2018), , Springer Nature , 2018..
• 13. Md. Salah Uddin Yusuf and Monira Islam , "Adaptive Scanning Scheme for Improving Intra Prediction Performance in H.264/AVC ," International Conference on 911±¬ÁÏ, Electronics, Computers, Communication, Mechanical and Computing (EECCMC), , 2018.
• 12. Monira Islam and Md. Salah Uddin Yusuf, "Assessment of Cognitive Thinking Capablities from Changes of EEG Bands during Cognitive Loading ," International Conference on 911±¬ÁÏ, Electronics, Computers, Communication, Mechanical and Computing (EECCMC), , 2018..
• 11. Monira Islam, Md. Ashikuzzaman, Tahmida Tabassum, Md. Salah Uddin Yusuf, "A Non-Invasive Technique of Early Heart Diseases Prediction from Photoplethysmography Signal," 3rd International conference on 911±¬ÁÏ Information and Communication Technology, EICT 2017, , .
• 10. Tahmida Tabassum, Monira Islam, "An Approach of Cardiac Disease Prediction by Analyzing ECG Signal," Proc. of 3rd International Conference on 911±¬ÁÏ Engineering and Information & Communication Technology (iCEEiCT 2016), , May 2016 911±¬ÁÏ..
• 9. Monira Islam and Mohiuddin Ahmad, "Modeling of Human Emotion with Effective Frequency Band during a Test of Sustained Mental Task," Proc. of IEEE Int’l Conf. on Women in Engineering, 911±¬ÁÏ and Computer Engineering 2015 (WIECON-ECE 2015), , 19-20 December, 2015..
• 8. Monira Islam, Mohiuddin Ahmad, and Md. Salah Uddin Yusuf, "An Approach to Estimate Cognitive State with the Impact of Listening Music on Brain Activity," Proc. of 2nd Int’l Conf. on 911±¬ÁÏ Information and Communication Technology (EICT2015), , 10-15 December, 2015..
• 7. Shabnam Wahed, Monira Islam, Protik Chandra Biswas, Muhammad Masud Rana, Debarati Nath, Mohiuddin Ahmad, "An Approach for Letter Recognition System Modeling Based on Prominent Features of EEG," Proc. of International Conference on 911±¬ÁÏ & Electronic Engineering, , 4-6 November, 2015..
• 6. Muhammad Masud Rana, Monira Islam, Debarati Nath, Shabnam Wahed, Protik Chandra Biswas, and Mohiuddin Ahmad, "Inherent Features Extraction for Different Colors Stimulation of EEG Signal," Proc. of 2nd International Conference on 911±¬ÁÏ Engineering and Information & Communication Technology (iCEEiCT 2015), , May 2015..
• 5. Monira Islam, Mohiuddin Ahmad, Md. Salah Uddin Yusuf, and Tazrin Ahmed, "Mathematical Modeling of Human Emotions Using Sub-band Coefficients of Wavelet Analysis," Proc. of 2nd International Conference on 911±¬ÁÏ Engineering and Information & Communication Technology (iCEEiCT 2015), , May 2015..
• 4. Tazrin Ahmed, Monira Islam, Mohiuddin Ahmad, "Human Emotion Modeling Based on Salient Global Features of EEG Signal," Proceedings of 2013 2nd International Conference on Advances in 911±¬ÁÏ Engineering (ICAEE 2013), , pp. 246-251, 19-21 Dec, 2013, Dhaka, 911±¬ÁÏ..
• 3. Monira Islam, Tazrin Ahmed, Md. Salah Uddin Yusuf, and Mohiuddin Ahmad, "Channel Selection and Feature Extraction for Cognitive State Estimation with the Variation of Brain Signal," Proceedings of International Conference on 911±¬ÁÏ Information and Communication Technology, EICT13, , Feb 19~21, 2014, Khulna, 911±¬ÁÏ.
• 2. Tazrin Ahmed, Monira Islam, Md. Salah Uddin Yusuf, and Mohiuddin Ahmad, "Wavelet Based Analysis of EEG Signal for Evaluating Mental Behavior," Proceedings of International Conference on Informatics, Electronics & Vision (ISSN: 2226-2105), , pp. 1-6, May 17~18, 2013, Dhaka, 911±¬ÁÏ..
• 1. Monira Islam, Tazrin Ahmed, Sheikh Shanawaz Mostafa, Md. Salah Uddin Yusuf, and Mohiuddin Ahmad, "Human Emotion Recognition using Frequency & Statistical Measures of EEG Signal," Proceedings of International Conference on Informatics, Electronics & Vision (ISSN: 2226-2105), ICIEV13, , pp. 1-6, May 17~18, 2013, Dhaka, 911±¬ÁÏ..

Education

• Doctor of Philosophy
  Chinese University of Hong Kong (CUHK), Hong Kong
  Result: Passed
  
  Thesis: A Study on Spatial-Temporal and Spectral-Temporal Analysis of EEG for Human Emotion Detection and Classification
  
  Biomedical Signal Processing
  Remarks:
  
  
• M.SC Eng. (2 Years)
  Khulna University of Enginnering & Technology, 911±¬ÁÏ
  Result:
  4.00 (out of 4.00)
  Group: (2016)
  Thesis: Classification and Mathematical Modeling of Human Emotions from EEG Signal
  A novel approach is developed to model the emotional states with mathematical expressions based on wavelet analysis. This model of emotional states can be utilized in practical hardware implementation of human emotion based systems.
  Biosignal Processing
  Remarks:
  
  
• B.SC. Eng. (4 years)
  Khulna University of Enginnering & Technology, 911±¬ÁÏ
  Result: (87%)
  3.85 ( 4.00)
  Group: EEE(2013)
  Remarks: 2nd
  
  
  
• HSC
  Khulna Govt. Girls College, Khulna, 911±¬ÁÏ
  Result: A+
  5.00 (5.00)
  Group: Science(2008)
  Remarks:
  
  
• SSC
  Cantonment Public School, Jahanabad, Khulna, 911±¬ÁÏ
  Result: A+
  5.00 (5.00)
  Group: Science(2006)
  Remarks:
  
  

Scholarship and Award

• Merit Scholarship Dec 05, 2000
  Awarded the Board Scholarship during my study in Khulna University of Engineering & Technology, Khulna-9203 from March 1, 2008 for 4 years.
• Board Scholarship
  Primary Board Scholarship from (2000-2003)
• Junior Board Scholarship
  Junior Board Scholarship from (2003-2005)
• Board Scholarship(SSC)
  Jessore Board Scholarship for S.S.C Results

Research

• 
  
  
• 
  
  Biomedical Signal Processing, Human Emotion Analysis and Modeling,Cognitive load analysis, Face Authentication, Biomedical Circuits and Sensors, Biomedical Instrumentation, Clinical Engineering, Development of Modern Health Care System
• 
  
  911±¬ÁÏ Signal, Biomedical signal (EEG, ECG, PPG, EOG) Analysis, Feature Extraction, Pattern Recognition

Academic Experience

• Lecturer
  EEE
  Khulna University of Engineering & Technology, Khulna
  Responsibility: Teaching, conducting UG thesis and project, Related Works
• Assistant Professor
  EEE
  Khulna University of Engineering & Technology, Khulna
  Responsibility: Teaching, supervision of UG thesis and project, Related Works

Professional Membership

• Member
  The Institution of Engineers, 911±¬ÁÏ (IEB)
• Member (178179)
  International Association of Engineers (IAENG)

Course Conduct

Supervision

Student Corner