Rana Fayyaz Ahmad

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 · 348 citations

Engineering, Biomedical Engineering, Electrical Engineering +17

A novel approach based on wavelet analysis and arithmetic coding for automated detection and diagnosis of epileptic seizure in EEG signals using machine learning techniques

Hafeez Ullah Amin, Mohd Zuki Yusoff, Rana Fayyaz Ahmad · Biomedical Signal Processing and Control · 2019 · 114 citations

Engineering, Computer Engineering, Electrical Engineering +17

Discriminating the different human brain states with EEG signals using Fractal dimension: A nonlinear approach

Rana Fayyaz Ahmad, Aamir Saeed Malik, Nidal Kamel et al. · 2014 · 19 citations

Engineering, Computer Science, Neuroscience +17

EEG spectral analysis during complex cognitive task at occipital

Raheel Zafar, Aamir Saeed Malik, Hafeez Ullah Amin et al. · 2014 · 16 citations

Nursing, Neuroscience, Cognitive Neuroscience +16

Classification of cognitive and resting states of the brain using EEG features

Rana Fayyaz Ahmad, Aamir Saeed Malik, Hafeez Ullah Amin et al. · 2016 · 16 citations

Computing, Biomedical Engineering, Neuroscience +17