Підписатись
James Mountstephens
James Mountstephens
Підтверджена електронна адреса в ums.edu.my
Назва
Посилання
Посилання
Рік
EEG-based emotion recognition: A state-of-the-art review of current trends and opportunities
NS Suhaimi, J Mountstephens, J Teo
Computational intelligence and neuroscience 2020, 2020
2642020
Emotion recognition using eye-tracking: taxonomy, review and current challenges
JZ Lim, J Mountstephens, J Teo
Sensors 20 (8), 2384, 2020
1982020
Aesthetic preference recognition of 3D shapes using EEG
LH Chew, J Teo, J Mountstephens
Cognitive neurodynamics 10, 165-173, 2016
902016
A review of recent approaches for emotion classification using electrocardiography and electrodermography signals
AF Bulagang, NG Weng, J Mountstephens, J Teo
Informatics in Medicine Unlocked 20, 100363, 2020
802020
Progress and challenges in generative product design: A review of systems
J Mountstephens, J Teo
Computers 9 (4), 80, 2020
492020
A dataset for emotion recognition using virtual reality and EEG (DER-VREEG): Emotional state classification using low-cost wearable VR-EEG headsets
NS Suhaimi, J Mountstephens, J Teo
Big Data and Cognitive Computing 6 (1), 16, 2022
422022
Four-class emotion classification in virtual reality using pupillometry
LJ Zheng, J Mountstephens, J Teo
Journal of Big Data 7, 1-9, 2020
402020
Deep learning for EEG-based preference classification
J Teo, CL Hou, J Mountstephens
AIP Conference Proceedings 1891 (1), 2017
392017
Multiclass emotion prediction using heart rate and virtual reality stimuli
AF Bulagang, J Mountstephens, J Teo
Journal of Big Data 8, 1-12, 2021
342021
Classification of affective states via EEG and deep learning
J Teo, LH Chew, JT Chia, J Mountstephens
International Journal of Advanced Computer Science and Applications 9 (5), 2018
292018
Modeling the affective space of 360 virtual reality videos based on arousal and valence for wearable EEG-based VR emotion classification
NS Suhaimi, CTB Yuan, J Teo, J Mountstephens
2018 IEEE 14th International Colloquium on Signal Processing & Its …, 2018
282018
Eye-tracking feature extraction for biometric machine learning
JZ Lim, J Mountstephens, J Teo
Frontiers in neurorobotics 15, 796895, 2022
202022
Preference classification using electroencephalography (EEG) and deep learning
J Teo, CL Hou, J Mountstephens
Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 10 …, 2018
192018
Emotional state classification with distributed random forest, gradient boosting machine and naïve bayes in virtual reality using wearable electroencephalography and inertial …
NSB Suhaimi, J Mountstephens, J Teo
2020 IEEE 10th symposium on computer applications & industrial electronics …, 2020
132020
Multistage image clustering and segmentation with normalised cuts
MY Choong, CF Liau, J Mountstephens, MS Arifianto, KTK Teo
2012 Third International Conference on Intelligent Systems Modelling and …, 2012
132012
Game AI generation using evolutionary multi-objective optimization
CK Tong, CK On, J Teo, J Mountstephens
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
102012
Multiclass emotion classification using pupil size in vr: Tuning support vector machines to improve performance
LJ Zheng, J Mountstephens, JTT Wi
Journal of Physics: Conference Series 1529 (5), 052062, 2020
82020
Emotional state classification in virtual reality using wearable electroencephalography
NS Suhaimi, J Teo, J Mountstephens
IOP Conference Series: Materials Science and Engineering 341, 012016, 2018
82018
Medical image interpretation training with a low‐cost eye tracking and feedback system: A preliminary study
MTZ Quen, J Mountstephens, YG Teh, J Teo
Healthcare Technology Letters 8 (4), 97-103, 2021
62021
Pushing the boundaries of EEG-based emotion classification using consumer-grade wearable brain-computer interfacing devices and ensemble classifiers
J Teo, NS Suhaimi, J Mountstephens
International Journal of Advanced Science and Technology 29 (6), 1475-1482, 2020
52020
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