Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach

by Islam, Md Nahidul, Norizam, Sulaiman, Rashid, Mamunur, Mahfuzah, Mustafa, Md Jahid, Hasan
Published 2022

Investigation of Time-Domain and Frequency-Domain Based Features to Classify the EEG Auditory Evoked Potentials (AEPs) Responses

by Islam, Md Nahidul, Norizam, Sulaiman, Rashid, Mamunur, Mahfuzah, Mustafa, Mohd Shawal, Jadin
Published 2022

A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline

by Islam, Md Nahidul, Norizam, Sulaiman, Bari, Bifta Sama, Rashid, Mamunur, Mahfuzah, Mustafa
Published 2022

Random subspace K-NN based ensemble classifier for driver fatigue detection utilizing selected EEG channels

by Rashid, Mamunur, Mahfuzah, Mustafa, Norizam, Sulaiman, Nor Rul Hasma, Abdullah, Rosdiyana, Samad
Published 2021

An intelligent system for hearing disorder detection using auditory evoked potential (AEP) signals

by Islam, Md Nahidul, Norizam, Sulaiman, Rashid, Mamunur, Mahfuzah, Mustafa, Mohd Shawal, Jadin
Published 2021

EEG mechanism interaction to evaluate vehicle’s driver microsleep

by Hazim, Yusof, Islam, Md Nahidul, Mohd Shawal, Jadin, Mahfuzah, Mustafa, Norizam, Sulaiman
Published 2022

Classification of EEG spectrogram image with ANN approach for brainwave balancing application

by Mahfuzah, Mustafa, Mohd Nasir, Taib, Zunairah, Murat, Norizam, Sulaiman, Siti Armiza, Mohd Aris
Published 2011

Observation of the Effects of Playing Games with the Human Brain Waves

by Mahfuzah, Mustafa, Rul Azreen, Mustafar, Rosdiyana, Samad, Nor Rul Hasma, Abdullah, Norizam, Sulaiman
Published 2015

Image fusion based multi resolution and frequency partition discrete cosine transform for palm vein recognition

by Soh, Shi Chuan, M. Z., Ibrahim, M. F., Abas, Norizam, Sulaiman, Mulvaney, D. J.
Published 2019

Energy spectral density analysis of muscle fatigue

by Noor Aisyah, Ab Rahman, Mahfuzah, Mustafa, Rosdiyana, Samad, Nor Rul Hasma, Abdullah, Norizam, Sulaiman
Published 2018

Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems

by Rashid, Mamunur, Norizam, Sulaiman, Mahfuzah, Mustafa, Sabira, Khatun, Bari, Bifta Sama, Hasan, Md Jahid
Published 2019

Analysis of EEG features for brain computer interface application

by Rashid, Mamunur, Norizam, Sulaiman, Mahfuzah, Mustafa, M. S., Jadin, M. S., Najib, Sabira, Khatun, Bari, Bifta Sama
Published 2019

Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach

by Rashid, Mamunur, Islam, Minarul, Norizam, Sulaiman, Bari, Bifta Sama, Saha, Ripon Kumar, Hasan, Md Jahid
Published 2020

Wink based facial expression classification using machine learning approach

by Rashid, Mamunur, Norizam, Sulaiman, Mahfuzah, Mustafa, Bari, Bifta Sama, Sadeque, Md Golam, Hasan, Md Jahid
Published 2020

Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification

by Islam, Md Nahidul, Norizam, Sulaiman, Rashid, Mamunur, Bari, Bifta Sama, Mahfuzah, Mustafa, Mohd Shawal, Jadin
Published 2020

Evaluation of Mobile Phone Wireless Charging System Using Solar and Inductive Coupling

by Norizam, Sulaiman, M. S., Jadin, Amran, Abdul Hadi, M. S., Najib, Mohd Ashraf, Ahmad, Nurul Shazrien Amysha, Yusuf
Published 2017

Classification of EEG Signal for Body Earthing Application

by Noor Aisyah , Ab Rahman, Mahfuzah, Mustafa, Rosdiyana, Samad, Nor Rul Hasma, Abdullah, Norizam, Sulaiman, Pebrianti, Dwi
Published 2017

Offline EEG-based DC Motor Control for Wheelchair Application

by Norizam, Sulaiman, Al-Fakih, Nawfan Mohammed Mohammed Ahmed, Rashid, Mamunur, M. S., Jadin, Mahfuzah, Mustafa, Fahmi, Samsuri
Published 2019

Novel Methods for Stress Features Identification using EEG Signals

by Norizam, Sulaiman, Mohd Nasir, Taib, Sahrim, Lias, Zunairah, Murat, Siti Armiza, Mohd Aris, Noor Hayatee, Abdul Hamid
Published 2011

Learners' Learning Style classification related to IQ and Stress based on EEG

by Nazre, Abdul Rashid, Mohd. Nasir, Taib, Sahrim, Lias, Norizam, Sulaiman, Zunairah, Hj. Murat, Ros Shilawani S., Abdul Kadir
Published 2011