Nasreen Badruddin

Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

Hafeez Ullah Amin, Aamir Saeed Malik, Rana Fayyaz Ahmad et al. · Australasian Physical & Engineering Sciences in Medicine · 2015 · 336 citations

Engineering, Pattern Recognition, Machine Learning Techniques +9

A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability

Muhammad Awais, Nasreen Badruddin, Micheal Drieberg · Sensors · 2017 · 271 citations · Full text

Mental stress assessment using simultaneous measurement of EEG and fNIRS

Fares Al-Shargie, Masashi Kiguchi, Nasreen Badruddin et al. · Biomedical Optics Express · 2016 · 269 citations · Full text

Affective Neuroscience, Neurophysiological Biomarkers, Fnirs Measurements +21

Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach

Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin et al. · Medical & Biological Engineering & Computing · 2017 · 186 citations

Eeg Approach, Neuropsychology, Psychiatry +11

EEG based time and frequency dynamics analysis of visually induced motion sickness (VIMS)

Syed Ali Arsalan Naqvi, Nasreen Badruddin, Munsif Ali Jatoi et al. · Australasian Physical & Engineering Sciences in Medicine · 2015 · 67 citations

Cognitive Science, Eeg Signal Processing, Virtual Reality +10