Classification of Kolb's learning styles using EEG sub-band spectral centroid frequencies and artificial neural network

QR Code

Classification of Kolb's learning styles using EEG sub-band spectral centroid frequencies and artificial neural network

Kolb's experiential learning theory has outlined that individuals possess unique learning preferences that comprise of diverging, converging, assimilating and accommodating styles. Conventional approach to assess the learning styles however is susceptible to reliability issues that arise from c...

Full description

Bibliographic Details
Published in:	Asian Journal of Scientific Research
Main Author:	Ali M.M.; Jahidin A.H.; Taib M.N.; Tahir N.M.; Yassin I.M.
Format:	Article
Language:	English
Published:	Asian Network for Scientific Information 2016
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84999269004&doi=10.3923%2fajsr.2016.234.241&partnerID=40&md5=cee5730a97d0b86af2e6bc3665fe19ca

Similar Items

EEG sub-band spectral centroid frequencies extraction based on Hamming and equiripple filters: A comparative study
by: Megat Ali M.S.A.; Taib M.N.; Md Tahir N.; Jahidin A.H.; Yassin M.
Published: (2014)

Classification of intelligence quotient via brainwave sub-band power ratio features and artificial neural network
by: Jahidin A.H.; Megat Ali M.S.A.; Taib M.N.; Tahir N.; Yassin I.M.; Lias S.
Published: (2014)

Classification of intelligence quotient using EEG sub-band power ratio and ANN during mental task
by: Jahidin A.H.; Taib M.N.; Tahir N.M.; Ali M.S.A.M.; Yassin I.M.; Lias S.; Isa R.M.; Omar W.R.W.; Fuad N.
Published: (2013)

Summative EEG alpha classification relates learning style and openness
by: Abdul Rashid N.B.; Taib M.N.B.; Hj. Murat Z.B.; S. Abd. Kadir R.S.B.; Lias S.B.; Sulaiman N.B.
Published: (2014)

Appraisal of EEG Beta summative power towards Learning Style classification
by: Bin Abdul Rashid N.; Bin Taib M.N.; Murat Z.B.H.; Kadir R.S.B.S.A.; Bin Lias S.; Bin Sulaiman N.
Published: (2015)

Classification of frontal EEG signals of normal subjects to differentiate gender by using Artificial Neural Network
by: Ghani S.A.; Zaini N.; Norhazman H.; Yassin I.M.; Sani M.M.
Published: (2017)

Spectral analysis of EEG signals generated from imagined writing
by: Ismail K.A.; Mansor W.; Khuan L.Y.; Wan Fadzal C.W.N.F.C.
Published: (2012)

Learners' Learning Style classification related to IQ and Stress based on EEG
by: Rashid N.A.; Nasir T.M.; Lias S.; Sulaiman N.; Murat Z.Hj.; Abdul Kadir R.S.S.
Published: (2011)

Welch power spectral density of EEG signal generated from dyslexic children
by: Che Wan Fadzal C.W.N.F.; Mansor W.; Khuan L.Y.; Mohamad N.B.; Mahmoodin Z.; Mohamad S.; Amirin S.
Published: (2014)

Spectral Analysis of EEG Signals of Imagined Hand Twisting for Post-stroke Rehabilitation
by: Azmi I.N.; Mansor W.; Ahmad N.F.
Published: (2021)

2D EEG Topography and Spectral Analysis for Monitoring Working Memory Status of Smokers
by: Sulaiman M.S.S.; Mansor W.; Naushad S.N.A.
Published: (2021)

Intuitive Multiple Centroid Defuzzification of Intuitionistic Z-Numbers
by: Hakim Nik Badrul Alam N.M.F.; Ku Khalif K.M.N.; Jaini N.I.; Abu Bakar A.S.; Abdullah L.
Published: (2022)

Arrhythmia modelling via ECG characteristic frequencies and artificial neural network
by: Jalil M.H.F.M.; Saaid M.F.; Ahmad A.; Ali M.S.A.M.
Published: (2014)

Frequency analysis of EEG signal generated from dyslexic children
by: Fadzal C.W.N.F.C.W.; Mansor W.; Lee K.Y.; Mohamad S.; Amirin S.
Published: (2012)

Cross-relational study between intelligence and brain asymmetry abilities using EEG-based IQ classification model
by: Jahidin A.H.; Megat Ali M.S.A.; Taib M.N.; Md Tahir N.; Yassin A.I.M.
Published: (2015)

EEG Signals Identification Using Neural Network Due To Radiofrequency Exposure
by: Isa R.M.; Nasir Taib M.; Mohd Aris S.A.
Published: (2023)

Predicting drug contents of hydroxypropylmethylcellulose films using artificial neural network
by: Alias A.; Taib M.N.; Wui W.T.; Anuar N.K.; Tahir N.Md.
Published: (2009)

Convolution Neural Network Performance in Recognising EEG Signals of Dyslexic Children
by: Mansor W.; Ahmad Zainuddin A.Z.; Mohd Hanafi M.F.
Published: (2022)

An EEG-Based Visual Working Memory Assessment Protocol for Children
by: Azhan M.N.M.; Megat Ali M.S.A.; Mansor W.; Zainal Abidin N.A.; Jahidin A.H.; Mohd Yassin A.I.; Mohd Rozlan M.F.R.; Mahmoodin Z.
Published: (2023)

Frequency-Dependency Characteristic of a 4x4 Butler Matrix for 5G sub-6 GHz application
by: Mohd Redzwan F.N.; Abd Rahman N.H.; Yamada Y.; Subahir S.; Idrus I.I.
Published: (2023)

Design and optimization of a dual-band sub-6 GHz four port mobile terminal antenna performance in the vicinity of user’s hand
by: Khan R.; Al-Hadi A.A.; Soh P.J.; Ali M.T.; Al-Bawri S.S.; Owais
Published: (2018)

Selected Malaysia stock predictions using artificial neural network
by: Bahrun P.N.; Taib M.N.
Published: (2009)

Performance Comparison Between S-Band And C-Band Radar In Quantitative Precipitation Estimation
by: Ahbar M.I.; Tahir W.; Osman N.S.
Published: (2023)

Human posture recognition using android smartphone and artificial neural network
by: Idris M.I.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.
Published: (2016)

Differences in Painting Styles of Malaysian Chinese Artists in Different Periods
by: Geng, et al.
Published: (2024)

Statistical analysis of Parkinson disease gait classification using artificial neural network
by: Manap H.H.; Md Tahir N.; Yassin A.I.M.
Published: (2011)

EEG classification analysis for diagnosing autism spectrum disorder based on emotions
by: Harun N.F.; Hamzah N.; Zaini N.; Sani M.M.; Norhazman H.; Yassin I.M.
Published: (2018)

A novel application of artificial neural network for classifying agarwood essential oil quality
by: Mahabob N.Z.; Yusoff Z.M.; Amidon A.F.M.; Ismail N.; Taib M.N.
Published: (2022)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Characterization of resting brainwave at different developmental stages of human learning
by: Megat Ali M.S.A.; Jahidin A.H.; Taib M.N.; Tahir N.; Yassin I.M.
Published: (2016)

Dysphoria detection using EEG signals
by: Kamaruddin N.; Nasir M.H.M.; Wahab A.
Published: (2019)

Agarwood oil quality identification using artificial neural network modelling for five grades
by: Huzir S.M.H.M.; Tajuddin S.N.; Yusoff Z.M.; Ismail N.; Almisreb A.A.; Taib M.N.
Published: (2024)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

EEG Affective Modelling for Dysphoria Understanding
by: Kamaruddin N.; Nasir M.H.; Rahman A.W.A.
Published: (2018)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Styling Concept In Fashion Photography Process
by: Khaled, et al.
Published: (2023)

Non-invasive diagnosis of risk in dengue patients using bioelectrical impedance analysis and artificial neural network
by: Ibrahim F.; Faisal T.; Mohamad Salim M.I.; Taib M.N.
Published: (2010)

Three-dimensional particle swam optimisation of Mel Frequency Cepstrum Coefficient computation and multilayer perceptron neural network for classifying asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Disaster management system using artificial neural network
by: Wan Abdull Hamid W.A.S.H.; Hussin M.F.; Samsudin K.; Yassin A.I.M.; Rafi A.M.
Published: (2017)

Accurate Agarwood Oil Quality Determination: A Breakthrough With Artificial Neural Networks and the Levenberg- Marquardt Algorithm
by: Huzir S.M.H.M.; Al-Hadi A.H.I.H.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2024)