平博亚洲版

Department of Electrical and Electronic Engineering

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Dr. Monira Islam

Associate Professor
+88041-769468 ~ 75 Ext-318
[email protected]
Research Interest: Multimedia Applications Signal and Image Processing Biomedical Engineering

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Bio

Welcome to my personal site. Contact Information: Electrical and Electronic Engineering Building, Room # EEE 306 C Department of Electrical and Electronic Engineering Khulna University of Engineering & Technology (平博亚洲版) Khulna-9203, Bangladesh Phone: 880-41-769471-8349, Fax: 880-41-774403 Email: [email protected]

Publication

Journal
9.
8. ( February 2022) , " Faster R-CNN based Traffic Sign Detection and Classification," WSEAS Transactions on Signal Processing, vol18, no.1, pp.1-10
7. Islam,M. ,Yusuf,M. S. U. and Haque,C. A. (2019) , " Estimate the Activation of EEG Bands from Different Brain Lobes with Classified Music Stimulation," International Journal of Computer Science and Security, vol13, no.3, pp.101 - 113
6. Islam,M. and Ahmad,M. S. U. Y. a. M. ( 2019) , " An Approach of Human Emotional States Classification and Modeling from EEG," International Journal of Computer Science and Security, vol13, no.3, pp.73-89
5. Yusuf,M. S. U. and Islam,A. M. S. a. M. ( 2019) , " Analysis of Lightning Surge Phenomenon and Surge Arrester Performance of a 400kV Transmission System (Accepted) ," WSEAS Transactions on Power Systems, vol14
4. Yusuf,M. S. U. ,Islam,M. and Ahmad,M. (2015) , " Efficient Search Points Reduction and Ranking of Motion Estimation Algorithms in Video Coding," International Journal of Electronics Communication and Computer Engineering, vol6, no.6, pp.739-745
3. Yusuf,M. S. U. ,Islam,M. and Ahmad,M. (2015) , " Fast and Efficient Inter Mode Decision Algorithm for H.264/AVC Encoding Optimization," International Journal of Electronics Communication and Computer Engineering, vol6, no.6, pp.746-751
2. Islam,M. and Ahmad,M. S. U. Y. a. M. (2015) , " Selection of Effective EEG Band for Estimation of Cognitive State while Listening Music," International Journal of Electronics Communication and Computer Engineering, vol6, no.6, pp.719-726
1. Islam,M. , Ahmed,T. , Yusuf,M. S. U. and Ahmad,a. M. (February 2015) , " Cognitive State Estimation By Effective Feature Extraction And Proper Channel Selection of EEG Signal," Journal of Circuits, Systems and Computers, World Scientific Publishing Company, vol24, no.02
Conference
32. Halder,L. and Islam,M. (2025) , "EEG Connectivity and Power Spectral Density-Based Classification of Alzheimer鈥檚 Disease and Frontotemporal Dementia using 3D Convolutional Neural Networks," International Conference on Electrical, Computer and Communication Engineering (ECCE) , IEEE, CUET, Chittagong, Bangladesh
31. Halder,L. , Mohanto,S. , Islam,M. and Jawad,M. T. (2024) , "Fetal Head Segmentation and Head Circumference Measurement Using Residual U-net," 2nd International Conference on Information and Communication Technology (ICICT2024) , IEEE, Dhaka, Bangladesh
30.
29. Islam,M. and Lee,T. (24-27 July, 2023) , "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
28. Islam,M. and Lee,T. (1-4 November, 2022.) , "Wavelet based Emotion Detection from Multi-channel EEG using a Hybrid CNN-LSTM Model," TENCON 2022, TECH-BIZ INTELLIGENCE , IEEE, pp.1-6
27. Mondal,S. K. , Islam,M. , Faruque,M. O. and Yusuf,M. S. T. a. M. S. U. (29-30 July, 2022.) , "Efficient Malaria Cell Image Classification using Deep Convolutional Neural Network," 1st International Conference on Information and Communication Technology for Development (ICICTD 2022) , Springer
26. Islam,M. and Lee,T. (11-15 July, 2022.) , "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
25. Islam,M. and Lee,T. (11-15 July, 2022.) , "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
24. Faruque,M. O. ,Islam,M. and Yusuf,a. M. S. U. , "COVID-19 Outbreak Prediction in the Context of Bangladesh," International Conference on Data Science and Applications (ICDSA 2021)
23. Ahmed,S. ,Walid,M. A. A. and Islam,M. (28-29 November, 2020) , "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
22. Rohan,T. I. , Yusuf,M. S. U. , Islam,M. and Roy,S. , "Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System," IEEE Region 10 Symposium (TENSYMP)
21. Yusuf,M. S. U. and Roy,M. I. a. S. (Decmber 2019 ) , "Stress Identification during Sustained Mental Task and Brain Relaxation Modeling with 脦虏芒鈥灻幝� Band Power Ratio,"  4th International Conference on Electrical Information and Communication Technology (EICT2019)
20. Roy,S. , Yusuf,M. S. U. , Islam,M. and Rohan,T. I. (26-28 September, 2019) , "Age based Mood Swing Analysis and Brain Mapping for Music Genre ," 5th International Conference on Advances in Electrical Engineering (ICAEE 2019) , IEEE
19. Roy,S. ,Islam,M. and Rohan,M. S. U. Y. a. T. I. (2-3 August, ICIECE-2019 ) , " Frequency Impact Analysis with Music Evoked Stimulated Potentials on Human Brain," 8th 芒鈧揑nternational Conference on Innovations in Electronics & Communication Engineering芒鈧�
18. Sagar,S. B. and Yusuf,M. I. a. M. S. U. (2019) , "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
17. Haque,C. A. ,Islam,M. and Saad,M. U. Y. a. A. M. (July 11~12, 2019) , "Music Evoked Brain Lobe Activation Using Spectral Features form EEG ," International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019)
16. Rohan,T. I. , Rahman,A. , Siddik,A. B. and Yusuf,M. I. a. M. S. U. (2019) , "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)
15. Haque,C. A. , Islam,M. , Yusuf,A. M. S. a. M. S. U. and ,(2019.) , " An Approach to Estimate the Activation of Different Bands of EEG Signal using Classified Songs," 2nd International Conference on Electrical, Computer and Communication , (ECCE)
14. Islam,M. , Biswas,T. , Saad,A. M. and Yusuf,C. A. H. a. M. S. U. (2018.) , "A Non-Invasive Heart Rate Estimation Approach from Photoplethysmography," International Joint Conference on Computational Intelligence (IJCCI 2018), , Springer Nature
13. (2018) , "Adaptive Scanning Scheme for Improving Intra Prediction Performance in H.264/AVC ," International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC)
12. (2018.) , "Assessment of Cognitive Thinking Capablities from Changes of EEG Bands during Cognitive Loading ," International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC)
11. Islam,M. , Ashikuzzaman,M. , Tabassum,T. and Yusuf,M. S. U. , "A Non-Invasive Technique of Early Heart Diseases Prediction from Photoplethysmography Signal," 3rd International conference on Electrical Information and Communication Technology, EICT 2017
10. Tabassum,T. and Islam,M. (May 2016 Bangladesh.) , "An Approach of Cardiac Disease Prediction by Analyzing ECG Signal," Proc. of 3rd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2016)
9. (19-20 December, 2015.) , "Modeling of Human Emotion with Effective Frequency Band during a Test of Sustained Mental Task," Proc. of IEEE Int芒鈧劉l Conf. on Women in Engineering, Electrical and Computer Engineering 2015 (WIECON-ECE 2015)
8. Islam,M. ,Ahmad,M. and Yusuf,a. M. S. U. (10-15 December, 2015.) , "An Approach to Estimate Cognitive State with the Impact of Listening Music on Brain Activity," Proc. of 2nd Int芒鈧劉l Conf. on Electrical Information and Communication Technology (EICT2015)
7. Wahed,S. , Islam,M. , Biswas,P. C. , Rana,M. M. , Nath,D. and Ahmad,M. (4-6 November, 2015.) , "An Approach for Letter Recognition System Modeling Based on Prominent Features of EEG," Proc. of International Conference on Electrical & Electronic Engineering
6. Rana,M. M. , Islam,M. , Nath,D. , Wahed,S. , Biswas,P. C. and Ahmad,a. M. (May 2015.) , "Inherent Features Extraction for Different Colors Stimulation of EEG Signal," Proc. of 2nd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2015)
5. Islam,M. , Ahmad,M. , Yusuf,M. S. U. and Ahmed,a. T. (May 2015.) , "Mathematical Modeling of Human Emotions Using Sub-band Coefficients of Wavelet Analysis," Proc. of 2nd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2015)
4. Ahmed,T. ,Islam,M. and Ahmad,M. (19-21 Dec, 2013, Dhaka, Bangladesh.) , "Human Emotion Modeling Based on Salient Global Features of EEG Signal," Proceedings of 2013 2nd International Conference on Advances in Electrical Engineering (ICAEE 2013) , pp.246-251
3. Islam,M. , Ahmed,T. , Yusuf,M. S. U. and Ahmad,a. M. (Feb 19~21, 2014, Khulna, Bangladesh) , "Channel Selection and Feature Extraction for Cognitive State Estimation with the Variation of Brain Signal," Proceedings of International Conference on Electrical Information and Communication Technology, EICT13
2. Ahmed,T. , Islam,M. , Yusuf,M. S. U. and Ahmad,a. M. (May 17~18, 2013, Dhaka, Bangladesh.) , "Wavelet Based Analysis of EEG Signal for Evaluating Mental Behavior," Proceedings of International Conference on Informatics, Electronics & Vision (ISSN: 2226-2105) , pp.1-6
1. Islam,M. , Ahmed,T. , Mostafa,S. S. , Yusuf,M. S. U. and Ahmad,a. M. (May 17~18, 2013, Dhaka, Bangladesh.) , "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

Education

M.SC Eng.
Khulna University of Enginnering & Technology,Bangladesh (2014-2016) Student Type: Regular,

B.SC. Eng.
Khulna University of Enginnering & Technology,Bangladesh (2008-2013) Group: EEE, Student Type: Regular, Merit Position: 2nd,

HSC
Khulna Govt. Girls College, Khulna,Bangladesh (2006-2008) Group: Science, Student Type: Regular,

SSC
Cantonment Public School, Jahanabad, Khulna,Bangladesh (1997-2006) Group: Science, Student Type: Regular,

Scholarship and Award

  • Merit Scholarship

    Awarded the Board Scholarship during my study in Khulna University of Engineering & Technology, Khulna-9203 from March 1, 2008 for 4 years.

  • Board Scholarship

    Jessore Board Scholarship for S.S.C Results

  • Board Scholarship

    Junior Board Scholarship from (2003-2005)

  • Board Scholarship

    Primary Board Scholarship from (2000-2003)

Research

  • Multimedia Applications
  • Signal and Image Processing
    • Electrical Signal, Biomedical signal (EEG, ECG, PPG, EOG) Analysis, Feature Extraction, Pattern Recognition
  • Biomedical Engineering
    • 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

Experience

Service Records
  • Assistant Professor
    Department/Section: EEE
    Khulna University of Engineering & Technology 09-May-2025 to 09-May-2025
    Responsibility: Teaching, supervision of UG thesis and project, Related Works

  • Lecturer
    Department/Section: EEE
    Khulna University of Engineering & Technology 09-May-2025 to 09-May-2025
    Responsibility: Teaching, conducting UG thesis and project, Related Works

Professional Body Membership
  • The Institution of Engineers, Bangladesh (IEB)

    Member Type: Member
    Member ID:

  • International Association of Engineers (IAENG)

    Member Type: Member
    Member ID: 178179

Teaching and Supervision


Last Update: 01-May-2025