| Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals SZ Bong, K Wan, M Murugappan, NM Ibrahim, Y Rajamanickam, ... Biomedical signal processing and control 36, 102-112, 2017 | 91 | 2017 |
| Frequency band analysis of electrocardiogram (ECG) signals for human emotional state classification using discrete wavelet transform (DWT) M Murugappan, S Murugappan, BS Zheng Journal of physical therapy science 25 (7), 753-759, 2013 | 56 | 2013 |
| Analysis of the distance metrics of KNN classifier for EEG signal in stroke patients CW Yean, W Khairunizam, MI Omar, M Murugappan, BS Zheng, SA Bakar, ... 2018 International conference on computational approach in smart systems …, 2018 | 39 | 2018 |
| Methods and approaches on inferring human emotional stress changes through physiological signals: A review SZ Bong, M Murugappan, S Yaacob International Journal of Medical Engineering and Informatics 5 (2), 152-162, 2013 | 38 | 2013 |
| Analysis of electrocardiogram (ECG) signals for human emotional stress classification SZ Bong, M Murugappan, S Yaacob Trends in Intelligent Robotics, Automation, and Manufacturing: First …, 2012 | 38 | 2012 |
| Human emotional stress assessment through Heart Rate Detection in a customized protocol experiment BS Zheng, M Murugappan, S Yaacob 2012 IEEE symposium on industrial electronics and applications, 293-298, 2012 | 30 | 2012 |
| Human emotional stress analysis through time domain electromyogram features BS Zheng, M Murugappan, S Yaacob, S Murugappan 2013 IEEE Symposium on Industrial Electronics & Applications, 172-177, 2013 | 23 | 2013 |
| An emotion assessment of stroke patients by using bispectrum features of EEG signals C Wen Yean, WK Wan Ahmad, WA Mustafa, M Murugappan, ... Brain sciences 10 (10), 672, 2020 | 21 | 2020 |
| FCM clustering of emotional stress using ECG features BS Zheng, M Murugappan, S Yaacob 2013 International Conference on Communication and Signal Processing, 305-309, 2013 | 19 | 2013 |
| Recurrent quantification analysis-based emotion classification in stroke using electroencephalogram signals M Murugappan, BS Zheng, W Khairunizam Arabian Journal for Science and Engineering 46 (10), 9573-9588, 2021 | 14 | 2021 |
| Correlation analysis of emotional EEG in alpha, beta and gamma frequency bands WY Choong, W Khairunizam, WA Mustafa, M Murugappan, A Hamid, ... Journal of Physics: Conference Series 1997 (1), 012029, 2021 | 11 | 2021 |
| Eeg-based emotion assessment using detrended flunctuation analysis (dfa) WY Choong, W Khairunizam, MI Omar, M Murugappan, AH Abdullah, ... Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 10 …, 2018 | 10 | 2018 |
| Development of discrete wavelet transform (DWT) toolbox for signal processing applications MK Wali, M Murugappan, RB Ahmad, BS Zheng 2012 International Conference on Biomedical Engineering (ICoBE), 211-216, 2012 | 9 | 2012 |
| Emotional states analyze from scaling properties of EEG signals using hurst exponent for stroke and normal groups CW Yean, W Khairunizam, MI Omar, M Murugappan, Z Ibrahim, BS Zheng, ... Intelligent Manufacturing and Mechatronics: Proceedings of the 2nd Symposium …, 2020 | 8 | 2020 |
| Effectiveness of tuned q-factor wavelet transform in emotion recognition among left-brain damaged stroke patients BS Zheng, W Khairunizam, SA Murugappan Murugappan, ZM Razlan, ... Int J Simul Syst Sci Technol 19 (3), 2, 2018 | 5 | 2018 |
| Hurst Exponent Based Brain Behavior Analysis of Stroke Patients Using EEG Signals WY Choong, W Khairunizam, M Murugappan, MI Omar, SZ Bong, ... Proceedings of the 11th National Technical Seminar on Unmanned System …, 2021 | 3 | 2021 |
| A Study of Non-Gaussian Properties in Emotional EEG in Stroke Using Higher-Order Statistics CW Yean, M Murugappan, MI Omar, W Khairunizam, BS Zheng, ANJ Raj, ... Advances in Electrical and Computer Technologies: Select Proceedings of …, 2020 | 2 | 2020 |
| Investigation of the brain activation pattern of stroke patients and healthy individuals during happiness and sadness WY Choong, W Khairunizam, M Murugappan, WA Mustafa, AH Adom, ... Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders …, 2022 | 1 | 2022 |
M MurugappanFull Professor in Electronics, Kuwait College of Science and TechnologyVerified email at kcst.edu.kw
