Development of EEG-based system to identify student learning attention ability

QR Code

Development of EEG-based system to identify student learning attention ability

It cannot be denied that teaching and learning are vital in education systems regardless of the level of education either in primary school, secondary school or higher institution. The main job of either teachers or lecturers is to make their students understand and pay full attention to each topic...

Full description

Bibliographic Details
Main Authors:	Norizam, Sulaiman, Nuraini, Ismail, Md Nahidul, Islam, Rashid, Mamunur, Mohd Shawal, Jadin, Mahfuzah, Mustafa, Fahmi, Samsuri
Format:	Conference or Workshop Item
Language:	English English
Published:	Springer Science and Business Media Deutschland GmbH 2022
Subjects:	T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/39703/ http://umpir.ump.edu.my/id/eprint/39703/1/Development%20of%20EEG-Based%20System%20to%20Identify%20Student%20Learning%20Attention.pdf http://umpir.ump.edu.my/id/eprint/39703/2/Development%20of%20EEG-based%20system%20to%20identify%20student%20learning%20attention%20ability_ABS.pdf

Similar Items

Investigation of time-domain and frequency-domain based features to classify the EEG auditory evoked potentials (AEPs) responses
by: Islam, Md Nahidul, et al.
Published: (2022)

EEG mechanism interaction to evaluate vehicle’s driver microsleep
by: Hazim, Yusof, et al.
Published: (2022)

Investigation of electroencephalogram (EEG) sensor position for brain-controlled home automation
by: Norizam, Sulaiman, et al.
Published: (2022)

An intelligent system for hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2021)

Offline LabVIEW-Based EEG Signals Analysis to Detect Vehicle Driver Microsleep
by: Norizam, Sulaiman, et al.
Published: (2020)

Analysis of EEG Features to Control Multiple Devices
by: Rashid, Mamunur, et al.
Published: (2018)

Offline EEG-based DC Motor Control for Wheelchair Application
by: Norizam, Sulaiman, et al.
Published: (2019)

Offline LabVIEW-based EEG Signals Analysis for Human Stress Monitoring
by: Norizam, Sulaiman, et al.
Published: (2019)

Analysis of EEG features for brain computer interface application
by: Rashid, Mamunur, et al.
Published: (2019)

The classification of EEG signal processing using different machine learning techniques for BCI application
by: Rashid, Mamunur, et al.
Published: (2019)

Diagnosis of hearing impairment based on wavelet transformation and machine learning approach
by: Islam, Md. Nahidul, et al.
Published: (2022)

Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification
by: Islam, Md Nahidul, et al.
Published: (2020)

Classification of EEG Spectrogram Using ANN for IQ Application
by: Mahfuzah, Mustafa, et al.
Published: (2013)

Random subspace K-NN based ensemble classifier for driver fatigue detection utilizing selected EEG channels
by: Rashid, Mamunur, et al.
Published: (2021)

Classification of EEG-based auditory evoked potentials using entropy-based features and machine learning techniques
by: Islam, Thamina, et al.
Published: (2023)

Development of smart security system for building or laboratory entrance based on human’s brain (EEG) and voice signals
by: Norizam, Sulaiman, et al.
Published: (2018)

Interpretation of Human Thought using EEG Signals and LabVIEW
by: Norizam, Sulaiman, et al.
Published: (2014)

Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
by: Rashid, Mamunur, et al.
Published: (2019)

Human Mental Stage Interpretation Based on the Analysis of Electroencephalogram (EEG) Signals
by: Norizam, Sulaiman, et al.
Published: (2024)

Human hearing disorder recognition model using eeg-aep based signal
by: Md Nahidul, Islam
Published: (2022)

The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)

A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022)

Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review
by: Islam, Md Nahidul, et al.
Published: (2021)

Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach
by: Islam, Md Nahidul, et al.
Published: (2022)

Ensemble-based machine learning models for vehicle drivers’ fatigue state detection utilizing EEG signals
by: Hasan, Md Mahmudul, et al.
Published: (2024)

Hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2020)

An evaluation of different fast fourier transform - transfer learning pipelines for the classification of wink-based EEG signals
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2020)

Analysis of auditory evoked potential signals using wavelet transform and deep learning techniques
by: Islam, Md Nahidul, et al.
Published: (2020)

EEG Spectrogram Classification Employing ANN for IQ Application
by: Mahfuzah, Mustafa, et al.
Published: (2013)

Investigating the Possibility of Brain Actuated Mobile Robot through Single Channel EEG Headset
by: Rashid, Mamunur, et al.
Published: (2019)

Performance analysis of the PV module mitigation method affected by hotspot condition
by: Mohd Munif, Rosli, et al.
Published: (2022)

Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline
by: Islam, Md Nahidul, et al.
Published: (2021)

Automatic microsleep detection based on KNN classifier utilizing selected and effective EEG channels
by: Hasan, Md Mahmudul, et al.
Published: (2024)

Vehicle driver attention tracking during driving based on analysis of brainwaves
by: Muhammad Hazlami, Zolkafli, et al.
Published: (2025)

Development of EEG-based stress index
by: Norizam, Sulaiman, et al.
Published: (2012)

Classification of EEG Signal for Body Earthing Application
by: Noor Aisyah , Ab Rahman, et al.
Published: (2017)

Classification of EEG spectrogram image with ANN approach for brainwave balancing application
by: Mahfuzah, Mustafa, et al.
Published: (2011)

Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classiﬁcation
by: Islam, Md Shofiqul, et al.
Published: (2022)

ECG and EEG Monitoring using Power Line Communication
by: C., Sridhathan, et al.
Published: (2014)

A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology
by: Rashid, Mamunur, et al.
Published: (2021)