UniMAP Library Digital Repository JSPUI

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Issue Date	Title	Author(s)
Jun-2014	Inter-hemispheric EEG coherence analysis in Parkinson's disease: Assessing brain activity during emotion processing	Yuvaraj, Rajamanickam; Murugappan, Muthusamy, Dr.; Norlinah, Mohamed Ibrahim, Dr.; Sundaraj, Kenneth, Prof. Dr.; Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr.; Khairiyah, Mohamad; Palaniappan, Ramaswamy; Satiyan, Marimuthu; yuva2257@gmail.com; murugappan@unimap.edu.my; norlinah@ppukm.ukm.my; kenneth@unimap.edu.my; iqbalomar@unimap.edu.my; plumfield82@yahoo.com; palani@wlv.ac.uk; msatiyan316@gmail.com
Aug-2014	Machine learning approach for sudden cardiac arrest prediction based on optimal heart rate variability features	Murukesan, L.; Murugappan, Muthusamy, Dr.; Muhammad Nadeem, Iqbal; Krishinan, Saravanan, Dr.; murukesan.loganathan23@gmail.com; murugappan@unimap.edu.my; mr.nadeemiqbal@gmail.com
May-2014	A software prototype based emotional impairments detection in neurological disorders patients using wireless EEG signals	Murugappan, Muthusamy, Dr.; Yuvaraj, Rajamanickam; Norlinah, Mohamed Ibrahim, Dr.; Kenneth, Sundaraj, Dr.; Mohd Iqbal, Omar, Dr.; Khairiyah, Mohamad; murugappan@unimap.edu.my
Jun-2013	PNN based driver drowsiness level classification using EEG	Mousa Kadhim, Wali; Murugappan, Muthusamy, Dr.; R. Badlishah, Ahmad, Prof. Dr.; musawali@yahoo.com; murugappan@unimap.edu.my; badli@unimap.edu.my
2013	Classification of driver drowsiness level using wireless EEG	Mousa Kadhim, Wali; Murugappan, Muthusamy, Dr.; R. Badlishah, Ahmad, Prof. Dr.; musawali@yahoo.com; murugappan@unimap.edu.my; badli@unimap.edu.my
2014	Hospital nurse following robot: hardware development and sensor integration	Bukhari, Ilias; Ramachandran, Nagarajan, Prof. Dr.; Murugappan, M., Dr.; Khaled, Helmy, Dr.; Awang Sabri, Awang Omar; Muhammad Asyraf, Abdul Rahman; bukhari@unimap.edu.my
Jun-2013	Frequency band analysis of electrocardiogram (ECG) signals for human emotional state classification using discrete wavelet transform (DWT)	Murugappan, Muthusamy, Dr.; Murugappan, Subbulakshmi; Bong, Siao Zheng; murugappan@unimap.edu.my; subbulakshmi@unimap.edu.my; wendy880806@gmail.com
Aug-2008	Lifting scheme for human emotion recognition using EEG	Murugappan, M., Dr.; Mohd Rizon, Mohamed Juhari; Nagarajan, Ramachandran, Prof. Dr.; Sazali, Yaacob, Prof. Dr.; Ibrahim, Zunaidi; Hazry, Desa, Assoc. Prof. Dr.; murugappan@unimap.edu.my; mjuhari@ksu.edu.sa; nagarajan@unimap.edu.my; s.yaacob@unimap.edu.my; zunaidi@tatiuc.edu.my; hazry@unimap.edu.my
Jun-2011	Electromyogram signal based human emotion classification using KNN and LDA	Murugappan, M., Dr.; murugappan@unimap.edu.my
Nov-2011	ECG signals based mental stress assessment using wavelet transform	Karthikeyan, Palanisamy; Murugappan, M., Dr.; Sazali, Yaacob, Prof. Dr.; karthi_209170@yahoo.com; murugappan@unimap.edu.my; s.yaacob@unimap.edu.my
Oct-2012	A study on mental arithmetic task based human stress level classification using discrete wavelet transform	Karthikeyan, Palanisamy; Murugappan, M., Dr.; Sazali, Yaacob, Prof. Dr.; karthi_209170@yahoo.com; murugappan@unimap.edu.my; s.yaacob@unimap.edu.my
Oct-2012	Emotion recognition from electrocardiogram signals using Hilbert Huang Transform	Selvaraj, Jerritta; Murugappan, M., Dr.; Wan Khairunizam, Wan Ahmad, Dr.; Sazali, Yaacob, Prof. Dr.; sn.jerritta@gmail.com; murugappan@unimap.edu.my; khairunizam@unimap.edu.my; s.yaacob@unimap.edu.my
Apr-2013	Subtractive fuzzy classifier based driver drowsiness levels classification using EEG	Murugappan, M., Dr.; Wali, Mousa Kadhim; R. Badlishah, Ahmad, Prof. Dr.; Murugappan, Subbulakshmi; murugappan@unimap.edu.my; musawali@yahoo.com; badli@unimap.edu.my; subbulakshmi@unimap.edu.my
Sep-2013	Emotion detection from QRS complex of ECG signals using hurst exponent for different age groups	Selvaraj, Jerritta; Murugappan, M., Dr.; Wan Khairunizam, Wan Ahmad, Dr.; Sazali, Yaacob, Prof. Dr.; sn.jerritta@gmail.com; murugappan@unimap.edu.my; khairunizam@unimap.edu.my; s.yaacob@unimap.edu.my
May-2013	Classification of emotional States from electrocardiogram signals: a non-linear approach based on hurst	Selvaraj, Jerritta; Murugappan, M., Dr.; Wan Khairunizam, Wan Ahmad, Dr.; Sazali, Yaacob, Prof. Dr.; sn.jerritta@gmail.com; murugappan@unimap.edu.my; khairunizam@unimap.edu.my; s.yaacob@unimap.edu.my
2013	Subtractive fuzzy classifier based driver distraction levels classification using EEG	Wali, Mousa Kadhim; Murugappan, M., Dr.; R. Badlishah, Ahmad, Prof. Dr.; musawali@yahoo.com; murugappan@unimap.edu.my; badli@unimap.edu.my
2013	Development of EEG data acquisition device by using single board computer	Wali, Mousa Kadhim; Murugappan, M., Dr.; R. Badlishah, Ahmad, Prof. Dr.; musawali@yahoo.com; murugappan@unimap.edu.my; badli@unimap.edu.my
Dec-2012	Descriptive analysis of skin temperature variability of sympathetic nervous system activity in stress	Karthikeyan, Palanisamy; Murugappan, M., Dr.; Sazali, Yaacob, Prof. Dr.; karthi_209170@yahoo.com; murugappan@unimap.edu.my; s.yaacob@unimap.edu.my
Sep-2012	Human emotional stress assessment through Heart Rate Detection in a customized protocol experiment	Zheng, Bong Siao; Murugappan, M., Dr.; Sazali, Yaacob, Prof. Dr.; wendy880806@gmail.com; murugappan@unimap.edu.my; s.yaacob@unimap.edu.my
Jun-2013	Frequency band analysis of electrocardiogram (ECG) signals for human emotional state classification using discrete wavelet transform (DWT)	Murugappan, M., Dr.; Murugappan, Subbulakshmi; Zheng, Bong Siao; murugappan@unimap.edu.my; subbulakshmi@unimap.edu.my; wendy880806@gmail.com

Skills and Expertise: Brain Computer Interface, Neuro-Fuzzy, LabVIEW programming, Cognition Disorders, Nonverbal Communication, Cognitive Science, Neuromarketing, Machine Learning, Behavioural Science, Pattern Recognition, Digital Signal Processing, Biomedical Signal Processing, Time-Frequency Analysis, BCI, Wavelet, Signal Analysis, Brain Signal Processing, Wavelet Analysis, Image Processing, Computer Vision, Biosignal Processing, Medical and Biomedical Image Processing