Items where Author is "James Mountstephens"

Article

Nazmi Sofian Suhaimi and James Mountstephens and Teo, Jason Tze Wi (2022) A dataset for emotion recognition using virtual reality and EEG (DER-VREEG): Emotional state classification using low-cost wearable VR-EEG headsets. Big Data and Cognitive Computing, 6. pp. 1-22. ISSN 2504-2289

Lim Jia Zheng and James Mountstephens and Jason Teo (2021) Investigating the use of eye fixation data for emotion classification in VR. Turkish Journal of Computer and Mathematics Education, 12 (3). pp. 1852-1857. ISSN 1309-4653

Aaron Frederick Bulagang and James Mountstephens and Jason Teo (2021) Multiclass emotion prediction using heart rate and virtual reality stimuli. Journal Of Big Data, 8 (12). pp. 1-12. ISSN 2196-1115

Bulagang, A.F., and James Mountstephens and Teo, Jason Tze Wi (2021) Multiclass emotion prediction using heart rate and virtual reality stimuli. Journal of Big Data, 8 (1). ISSN 2196-1115

Lim, Jia Zheng and James Mountstephens and Jason Teo (2020) Comparing Eye-Tracking versus EEG Features for Four-Class Emotion Classification in VR Predictive Analytics. International Journal of Advanced Science and Technology, 29 (6). pp. 1492-1497.

Nazmi Sofian Suhaimi and James Mountstephens and Jason Teo (2020) EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities. Computational Intelligence and Neuroscience, 2020. pp. 1-19.

Nazmi Sofian Bin Suhaimi and James Mountstephens and Jason Teo (2020) Emotional State Classification with Distributed Random Forest, Gradient Boosting Machine and Naïve Bayes in Virtual Reality Using Wearable Electroencephalography and Inertial Sensing. IEEE.

Lim, Jia Zheng and James Mountstephens and Jason Teo (2020) Four class emotion classifcation in virtual reality using pupillometry. Journal of Big Data, 7 (43). pp. 1-9.

Aaron Frederick Bulagang and James Mountstephens and Jason Teo (2020) Four-Class Emotion Classification using Electrocardiography (ECG) in Virtual Reality (VR). International Journal of Advanced Science and Technology, 29 (6). pp. 1523-1529.

Lim Jia Zheng and James Mountstephens and Jason Teo (2020) Four-class emotion classification in virtual reality using pupillometry. Journal of Big Data, 7 (43). pp. 1-9.

azmi Sofian Suhaimi and James Mountstephens and Jason Teo (2020) Parameter tuning for enhancing inter-subject emotion classification in four classes for vr-eeg predictive analytics. International Journal of Advanced Science and Technology, 29 (6s). p. 1483.

James Mountstephens and Jason Teo (2020) Progress and Challenges in Generative Product Design: A Review of Systems. computers, 9 (80). pp. 1-23.

Jason Teo and Nazmi Sofian Suhaimi and James Mountstephens (2020) Pushing the boundaries of EEG-based emotion classification using consumer-grade wearable brain-computer interfacing devices and ensemble classifiers. SERSC International Journal of Advanced Science and Technology, 29 (6s). pp. 1475-1482. ISSN 2005-4238

James Mountstephens and Teo, Jason Tze Wi and Balvinder Kaur Kler (2020) Towards Computer-Generated Cue-Target Mnemonics for E-Learning. Computational Science and Technology, 603. pp. 383-392.

Aaron Frederick Bulagang and James Mountstephens and Teo, Jason Tze (2020) Tuning support vector machines for improving four-class emotion classification in virtual reality (VR) using heart rate features. Journal of Physics, 1529. pp. 1-9.

Aaron Frederick Bulagang and Ng, Giap Weng and James Mountstephens and Jason Teo (2020) A review of recent approaches for emotion classification using electrocardiography and electrodermography signals. Informatics in Medicine Unlocked, 20.

Lin, Hou Chew and Teo, Jason Tze Wi and James Mountstephens (2015) Comparative analysis of electroencephalogram-based classification of user responses to statically vs. dynamically presented visual stimuli. British Journal of Mathematics & Computer Science, 10 (6). pp. 1-13. ISSN 2231-0851

Lin Hou Chew and Jason Teo and James Mountstephens (2015) EEG-Based Aesthetics Preference Measurement with 3D Stimuli using Wavelet Transform. ARPN Journal of Engineering and Applied Sciences, 10 (22). ISSN 1819-6608

Chew, Lin Hou and James Mountstephens and Teo, Jason Tze Wi (2015) EEG-based recognition of positive and negative emotions using for pleasant vs. unpleasant images. International Journal of Recent Advances in Multidisciplinary Research, 2 (6). 0481-0485. ISSN 2350-0743

Chew, Lin Hou and James Mountstephens and Teo, Jason Tze Wi (2015) Early explorations of EEG as a method for interactive evolutionary design of 3-dimensional objects. International Journal of Technology Enhancements and Emerging Engineering Research, 3 (6). pp. 14-18. ISSN 2347-4289

Lim, Hou Chew and Teo, Jason and James Mountstephens (2016) Aesthetic preference recognition of 3D shapes using EEG. Cognitive Neurodynamics, 10 (2). pp. 165-173. ISSN 1871-4080 (Print) 1871-4099 (Online)

Proceedings

Lim Jia Zheng and James Mountstephens and Jason Teo (2022) Eye fixation versus pupil diameter as eye- tracking features for virtual reality emotion classification.

Aaron Frederick Bulagang and James Mountstephens and Jason Teo (2021) Electrodermography and heart rate sensing for multiclass emotion prediction in virtual reality: A preliminary investigation.

Lim Jia Zheng and James Mountstephens and Jason Teo (2021) A comparative investigation of eye fixation-based 4-class emotion recognition in virtual reality using machine learning.

Research Report

James Mountstephens (2014) AMOR: an adaptive, multimodal architecture for visual object recognition.