James Mountstephens

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 9

Top Topics

Machine Learning

Virtual Reality

Current Challenges

Emotion Recognition

Top Venues

Comput. Intell. Neurosci.

Frontiers Neurorobotics

Publications

Nazmi Sofian Suhaimi, James Mountstephens, Jason Teo
A Dataset for Emotion Recognition Using Virtual Reality and EEG (DER-VREEG): Emotional State Classification Using Low-Cost Wearable VR-EEG Headsets. Big Data Cogn. Comput. 6 (1) (2022)
Nazmi Sofian Suhaimi, James Mountstephens, Jason Teo
Class-Based Analysis of Russell's Four-Quadrant Emotion Prediction in Virtual Reality using Multi-Layer Feedforward ANNs. ICSCA (2021)
Jia Zheng Lim, James Mountstephens, Jason Teo
Eye-Tracking Feature Extraction for Biometric Machine Learning. Frontiers Neurorobotics 15 (2021)
Jia Zheng Lim, James Mountstephens, Jason Teo
A Comparative Investigation of Eye Fixation-based 4-Class Emotion Recognition in Virtual Reality Using Machine Learning. ICCSCE (2021)
Aaron Frederick Bulagang, James Mountstephens, Jason Teo
Multiclass emotion prediction using heart rate and virtual reality stimuli. J. Big Data 8 (1) (2021)
Nazmi Sofian Suhaimi, James Mountstephens, Jason Teo
EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities. Comput. Intell. Neurosci. 2020 (2020)
Jia Zheng Lim, James Mountstephens, Jason Teo
Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges. Sensors 20 (8) (2020)
James Mountstephens, Jason Teo
Progress and Challenges in Generative Product Design: A Review of Systems. Comput. 9 (4) (2020)
Jia Zheng Lim, James Mountstephens, Jason Teo
Four-class emotion classification in virtual reality using pupillometry. J. Big Data 7 (1) (2020)
James Mountstephens
Using Biologically-Inspired Visual Features To Model The Restorative Potential Of Scenes. ICONIP (3) (2014)
Chang Kee Tong, Chin Kim On, Jason Teo, James Mountstephens
Game AI generation using evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation (2012)
James Mountstephens, Craig Bennett, Khurshid Ahmad
Selective Visual Attention in Electronic Video Surveillance. PRIS (2005)