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Author

James Mountstephens

Observed names: J Mountstephens, J. Mountstephens, JAMES MOUNTSTEPHENS
Observed institution: Universiti of Malaysia Sabah
ORCID: 0000-0003-3425-3949
Observed ORCID: 0000-0003-3425-3949
OpenAlex ID: A5020103786
EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities
2020 · Nazmi Sofian Suhaimi, James Mountstephens, et al. · Computational Intelligence and Neuroscience · 399
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Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges
2020 · Jia Zheng Lim, James Mountstephens, et al. · Sensors · 325
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A review of recent approaches for emotion classification using electrocardiography and electrodermography signals
2020 · Aaron Frederick Bulagang, Ng Giap Weng, et al. · Informatics in Medicine Unlocked · 123
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Progress and Challenges in Generative Product Design: A Review of Systems
2020 · James Mountstephens, Jason Teo · Computers · 104
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Aesthetic preference recognition of 3D shapes using EEG
2015 · Lin Hou Chew, Jason Teo, et al. · Cognitive Neurodynamics · 100
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Eye-Tracking Feature Extraction for Biometric Machine Learning
2022 · Jia Zheng Lim, James Mountstephens, et al. · Frontiers in Neurorobotics · 86
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A Dataset for Emotion Recognition Using Virtual Reality and EEG (DER-VREEG): Emotional State Classification Using Low-Cost Wearable VR-EEG Headsets
2022 · Nazmi Sofian Suhaimi, James Mountstephens, et al. · Big Data and Cognitive Computing · 86
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Multiclass emotion prediction using heart rate and virtual reality stimuli
2021 · Aaron Frederick Bulagang, James Mountstephens, et al. · Journal Of Big Data · 52
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Four-class emotion classification in virtual reality using pupillometry
2020 · Lim Jia Zheng, James Mountstephens, et al. · Journal Of Big Data · 49
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Deep learning for EEG-Based preference classification
2017 · Jason Teo, Chew Lin Hou, et al. · AIP conference proceedings · 31
Classification of Affective States via EEG and Deep Learning
2018 · Jason Teo, Lin Hou, et al. · International Journal of Advanced Computer Science and Applications · 30
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Modeling the affective space of 360 virtual reality videos based on arousal and valence for wearable EEG-based VR emotion classification
2018 · Nazmi Sofian Suhaimi, Chrystalle Tan Bih Yuan, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA) · 20
Preference Classification Using Electroencephalography (EEG) and Deep Learning
2018 · Jason Teo, Chew Lin Hou, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 17
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Emotional State Classification with Distributed Random Forest, Gradient Boosting Machine and Naïve Bayes in Virtual Reality Using Wearable Electroencephalography and Inertial Sensing
2020 · Nazmi Sofian Bin Suhaimi, James Mountstephens, et al. · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · 16
Eye Fixation Versus Pupil Diameter as Eye-Tracking Features for Virtual Reality Emotion Classification
2021 · Lim Jia Zheng, James Mountstephens, et al. · IEEE International Conference on Computing (ICOCO) · 11
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Multiclass Emotion Classification Using Pupil Size in VR: Tuning Support Vector Machines to Improve Performance
2020 · Lim Jia Zheng, James Mountstephens, et al. · Journal of Physics Conference Series · 10
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Multistage Image Clustering and Segmentation with Normalised Cuts
2012 · M.Y. Choong, C.F. Liau, et al. · International Conference on Intelligent Systems, Modelling and Simulation · 10
Game AI generation using evolutionary multi-objective optimization
2012 · Chang Kee Tong, Chin Kim On, et al. · IEEE Congress on Evolutionary Computation (CEC) · 7
Tuning Support Vector Machines for Improving Four-Class Emotion Classification in Virtual Reality (VR) using Heart Rate Features
2020 · Aaron Frederick Bulagang, James Mountstephens, et al. · Journal of Physics Conference Series · 6
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Emotional State Classification in Virtual Reality Using Wearable Electroencephalography
2018 · N S Suhaimi, J Teo, et al. · IOP Conference Series Materials Science and Engineering · 5
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Malware Classification Using Ensemble Classifiers
2018 · Mohd Hanafi Ahmad Hijazi, Tan Choon Beng, et al. · Advanced Science Letters · 5
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Exploring Pupil Position as An Eye-Tracking Feature for Four-Class Emotion Classification In VR
2021 · Jia Zheng Lim, James Mountstephens, et al. · Journal of Physics Conference Series · 4
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Explorations of A Real-Time VR Emotion Prediction System Using Wearable Brain-Computer Interfacing
2021 · Nazmi Sofian Suhaimi, James Mountstephens, et al. · Journal of Physics Conference Series · 4
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Medical image interpretation training with a low‐cost eye tracking and feedback system: A preliminary study
2021 · Mathieson Tan Zui Quen, J. Mountstephens, et al. · Healthcare Technology Letters · 4
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Class-Based Analysis of Russell's Four-Quadrant Emotion Prediction in Virtual Reality using Multi-Layer Feedforward ANNs
2021 · Nazmi Sofian Suhaimi, James Mountstephens, et al. · International Conference on Software and Computer Applications (ICSCA) · 4
Works count: 61
Citation count: 1,550
H-index: 14
I10-index: 17
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