J. Teo

发表

Aesthetic preference recognition of 3D shapes using EEG

Lin Hou Chew, L. Chew, J. Teo, 2015, Cognitive Neurodynamics.

Medical image interpretation training with a low‐cost eye tracking and feedback system: A preliminary study

J. Teo, J. Mountstephens, Y. Teh, 2021, Healthcare Technology Letters.

Single classifier vs. ensemble machine learning approaches for mental health prediction

J. Teo, Jetli Chung, 2023, Brain Informatics.

Mental Health Prediction Using Machine Learning: Taxonomy, Applications, and Challenges

Jason Teo, Jetli Chung, J. Teo, 2022, Appl. Comput. Intell. Soft Comput..

Deep learning for EEG-Based preference classification

James Mountstephens, Jason Teo, Chew Lin Hou, 2017 .

Aesthetic preference recognition of 3D shapes using EEG

Lin Hou Chew, J. Teo, J. Mountstephens, 2016, Cognitive Neurodynamics.

EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities

James Mountstephens, Jason Teo, Nazmi Sofian Suhaimi, 2020, Comput. Intell. Neurosci..

Object detection and classification using few-shot learning in smart agriculture: A scoping mini review

J. Teo, Nitiyaa Ragu, 2023, Frontiers in Sustainable Food Systems.

Four-class emotion classification in virtual reality using pupillometry

James Mountstephens, Lim Jia Zheng, Jason Teo, 2020, Journal of Big Data.

Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges

James Mountstephens, Jason Teo, Jia Zheng Lim, 2020, Sensors.

A Neighborhood and Machine Learning-Enabled Information Fusion Approach for the WSNs and Internet of Medical Things

S. Naz, J. Teo, Rahim Khan, 2022, Computational intelligence and neuroscience.

Academic Emotion Classification Using FER: A Systematic Review

J. Teo, Jeniffer Xin-Ying Lek, 2023, Human Behavior and Emerging Technologies.

Eye-Tracking Feature Extraction for Biometric Machine Learning

Jia Zheng Lim, J. Teo, J. Mountstephens, 2022, Frontiers in Neurorobotics.

A Dataset for Emotion Recognition Using Virtual Reality and EEG (DER-VREEG): Emotional State Classification Using Low-Cost Wearable VR-EEG Headsets

N. S. Suhaimi, J. Teo, J. Mountstephens, 2022, Big Data Cogn. Comput..

Classification of Affective States via EEG and Deep Learning

Jason Teo, Lin Hou Chew, James Mountstephens, 2018 .

EEG-based excitement detection in immersive environments: An improved deep learning approach

Jason Teo, Jia Tian Chia, J. Teo, 2018 .

Progress and Challenges in Generative Product Design: A Review of Systems

James Mountstephens, Jason Teo, J. Teo, 2020, Comput..

Four-class emotion classification in virtual reality using pupillometry

J. Teo, J. Mountstephens, L. Zheng, 2020, Journal of Big Data.

A review of recent approaches for emotion classification using electrocardiography and electrodermography signals

James Mountstephens, Jason Teo, Ng Giap Weng, 2020 .

Investigating Electrodermography (EDG) and Heart Rate (HR) Signals for Emotion Classification in Virtual Reality

J. Teo, J. Mountstephens, A. F. Bulagang, 2022, 2022 International Visualization, Informatics and Technology Conference (IVIT).

Explorations of A Real-Time VR Emotion Prediction System Using Wearable Brain-Computer Interfacing

N. S. Suhaimi, J. Teo, J. Mountstephens, 2021, Journal of Physics: Conference Series.

A Novel Approach for Emotion Classification in Virtual Reality using Heart Rate (HR) and Inter-beat Interval (IBI)

J. Teo, J. Mountstephens, A. F. Bulagang, 2021, 2021 IEEE International Conference on Computing (ICOCO).

Electrodermography and Heart Rate Sensing for Multiclass Emotion Prediction in Virtual Reality: A Preliminary Investigation

J. Teo, J. Mountstephens, A. F. Bulagang, 2021, 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA).

Class-Based Analysis of Russell's Four-Quadrant Emotion Prediction in Virtual Reality using Multi-Layer Feedforward ANNs

James Mountstephens, Jason Teo, Nazmi Sofian Suhaimi, 2021, ICSCA.

Emotional State Classification with Distributed Random Forest, Gradient Boosting Machine and Naïve Bayes in Virtual Reality Using Wearable Electroencephalography and Inertial Sensing

James Mountstephens, Jason Teo, Nazmi Sofian Bin Suhaimi, 2020, 2020 IEEE 10th Symposium on Computer Applications & Industrial Electronics (ISCAIE).

Deep Neural Classifiers For Eeg-Based Emotion Recognition In Immersive Environments

Jason Teo, Jia Tian Chia, J. Teo, 2018, 2018 International Conference on Smart Computing and Electronic Enterprise (ICSCEE).

Emotional State Classification in Virtual Reality Using Wearable Electroencephalography

Jason Teo, James Mountstephens, N. S. Suhaimi, 2018 .

Support Vector Machine Tuning for Improving Four-Quadrant Emotion Prediction in Virtual Reality (VR) using Wearable Electrodermography (EDG)

J. Teo, J. Mountstephens, A. F. Bulagang, 2021 .

Empirical Analysis of Intra vs. Inter-Subject Variability in VR EEG-Based Emotion Modelling

Jason Teo, N. S. Suhaimi, J. Mountstephens, 2018 .

Modeling the affective space of 360 virtual reality videos based on arousal and valence for wearable EEG-based VR emotion classification

Jason Teo, James Mountstephens, Nazmi Sofian Suhaimi, 2018, 2018 IEEE 14th International Colloquium on Signal Processing & Its Applications (CSPA).

Multiclass emotion prediction using heart rate and virtual reality stimuli

James Mountstephens, Jason Teo, Aaron Frederick Bulagang, 2021, J. Big Data.

Data augmentation using generative adversarial networks for images and biomarkers in medicine and neuroscience

J. Teo, Maizan Syamimi Meor Yahaya, 2023, Frontiers in Applied Mathematics and Statistics.

Eye Fixation Versus Pupil Diameter as Eye-Tracking Features for Virtual Reality Emotion Classification

J. Teo, J. Mountstephens, L. Zheng, 2021, 2021 IEEE International Conference on Computing (ICOCO).

Comparative analysis of electroencephalogram-based classification of user responses to statically vs. dynamically presented visual stimuli

Jason Teo, Lin Hou Chew, James Mountstephens, 2015 .

EEG-BASED AESTHETICS PREFERENCE MEASUREMENT WITH 3D STIMULI USING WAVELET TRANSFORM

Lin Hou Chew, J. Teo, J. Mountstephens, 2015 .