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Nasreen Badruddin
Nasreen Badruddin
Associate Professor, Universiti Teknologi PETRONAS
E-mail confirmado em utp.edu.my
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Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques
HU Amin, AS Malik, RF Ahmad, N Badruddin, N Kamel, M Hussain, ...
Australasian physical & engineering sciences in medicine 38, 139-149, 2015
3762015
Mental stress assessment using simultaneous measurement of EEG and fNIRS
F Al-Shargie, M Kiguchi, N Badruddin, SC Dass, AFM Hani, TB Tang
Biomedical optics express 7 (10), 3882-3898, 2016
3072016
A hybrid approach to detect driver drowsiness utilizing physiological signals to improve system performance and wearability
M Awais, N Badruddin, M Drieberg
Sensors 17 (9), 1991, 2017
2772017
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach
F Al-Shargie, TB Tang, N Badruddin, M Kiguchi
Medical & biological engineering & computing 56 (1), 125-136, 2018
1792018
Mental stress quantification using EEG signals
FM Al-Shargie, TB Tang, N Badruddin, M Kiguchi
International conference for Innovation in Biomedical Engineering and Life …, 2016
1552016
EEG based time and frequency dynamics analysis of visually induced motion sickness (VIMS)
SAA Naqvi, N Badruddin, MA Jatoi, AS Malik, W Hazabbah, B Abdullah
Australasian physical & engineering sciences in medicine 38, 721-729, 2015
762015
Does 3D produce more symptoms of visually induced motion sickness?
SAA Naqvi, N Badruddin, AS Malik, W Hazabbah, B Abdullah
2013 35th annual international conference of the IEEE engineering in …, 2013
752013
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress
F Al-Shargie, TB Tang, N Badruddin, M Kiguchi
2015 IEEE International Conference on Signal and Image Processing …, 2015
602015
PV panel modeling with improved parameter extraction technique
F Rasool, M Drieberg, N Badruddin, BSM Singh
Solar Energy 153, 519-530, 2017
572017
Driver drowsiness detection using EEG power spectrum analysis
M Awais, N Badruddin, M Drieberg
Region 10 Symposium, 2014 IEEE, 244-247, 2014
552014
Automatic eye-blink artifact removal method based on EMD-CCA
MH Soomro, N Badruddin, MZ Yusoff, MA Jatoi
2013 ICME International Conference on Complex Medical Engineering, 186-190, 2013
552013
Maximizing the sum rate in symmetric networks of interfering links
SR Bhaskaran, SV Hanly, N Badruddin, JS Evans
IEEE Transactions on Information Theory 56 (9), 4471-4487, 2010
502010
A method for automatic removal of eye blink artifacts from EEG based on EMD-ICA
MH Soomro, N Badruddin, MZ Yusoff, AS Malik
2013 IEEE 9th international colloquium on signal processing and its …, 2013
432013
Mental stress assessment based on feature level fusion of fNIRS and EEG signals
F Al-Shargie, TB Tang, N Badruddin, SC Dass, M Kiguchi
2016 6th International Conference on Intelligent and Advanced Systems (ICIAS …, 2016
342016
Brain behavior in learning and memory recall process: A high-resolution EEG analysis
HU Amin, AS Malik, N Badruddin, WT Chooi
The 15th International Conference on Biomedical Engineering: ICBME 2013, 4th …, 2014
312014
Automated eye blink detection and tracking using template matching
M Awais, N Badruddin, M Drieberg
2013 IEEE Student Conference on Research and Developement, 79-83, 2013
302013
FastEMD–CCA algorithm for unsupervised and fast removal of eyeblink artifacts from electroencephalogram
A Egambaram, N Badruddin, VS Asirvadam, T Begum, E Fauvet, C Stolz
Biomedical Signal Processing and Control 57, 101692, 2020
292020
Congestion detection and alleviation in multihop wireless sensor networks
O Chughtai, N Badruddin, M Rehan, A Khan
Wireless Communications and Mobile Computing 2017 (1), 9243019, 2017
262017
Brain activation during cognitive tasks: An overview of EEG and fMRI studies
HU Amin, AS Malik, N Badruddin, WT Chooi
2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, 950-953, 2012
262012
EEG mean power and complexity analysis during complex mental task
HU Amin, AS Malik, N Badruddin, WT Chooi
2013 ICME International Conference on Complex Medical Engineering, 648-651, 2013
252013
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