Hafeez Ullah Amin

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

Classification of EEG Signals Based on Pattern Recognition Approach

Hafeez Ullah Amin, Wajid Mumtaz, Ahmad Rauf Subhani et al. · Frontiers in Computational Neuroscience · 2017 · 212 citations · Full text

Engineering, Biometrics, Feature Extraction +18

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 · 110 citations

Engineering, Wavelet Analysis, Pattern Recognition +11

P300 correlates with learning & memory abilities and fluid intelligence

Hafeez Ullah Amin, Aamir Saeed Malik, Nidal Kamel et al. · Journal of NeuroEngineering and Rehabilitation · 2015 · 92 citations · Full text

An EEG-Based Cognitive Load Assessment in Multimedia Learning Using Feature Extraction and Partial Directed Coherence

Moona Mazher, Azrina Abd Aziz, Aamir Saeed Malik et al. · IEEE Access · 2017 · 84 citations · Full text

Partial Directed Coherence, Neuropsychology, Brain Function +19