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2020 – today
- 2024
[j20]Hassam Iqbal
, Jinchuan Zheng, Rifai Chai, Sivachandran Chandrasekaran:
Electric powered wheelchair control using user-independent classification methods based on surface electromyography signals. Medical Biol. Eng. Comput. 62(1): 167-182 (2024)- [j19]Meirista Wulandari, Rifai Chai, Basari, Dadang Gunawan:
Hybrid Feature Extractor Using Discrete Wavelet Transform and Histogram of Oriented Gradient on Convolutional-Neural-Network-Based Palm Vein Recognition. Sensors 24(2): 341 (2024) - [j18]Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai:
Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain. Sensors 24(4): 1337 (2024) - [j17]Tamer Burjawi, Rifai Chai, Matthew Arrowsmith, Adrian Pranata:
Can a Novel Light Weight Minimal Support Lifting Exoskeleton Modify Lifting Movement in People without Low Back Pain? Sensors 24(15): 5067 (2024) - [j16]Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Ann J. Carrigan, Megan Mills, Rifai Chai:
Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification. IEEE J. Biomed. Health Informatics 28(9): 5519-5527 (2024) - 2023
- [j15]Kit Yan Chan, Bilal Abu-Salih, Khan Muhammad, Vasile Palade, Rifai Chai:
Editorial: Deep neural networks with cloud computing. Neurocomputing 521: 189-190 (2023) - [j14]Khanh Ha Nguyen, Matthew Ebbatson, Yvonne Tran, Ashley Craig, Hung T. Nguyen, Rifai Chai:
Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification. Sensors 23(5): 2383 (2023) - [c37]Ghazia Qaiser, Siva Chandrasekaran, Rifai Chai, Jinchuan Zheng:
Classification of DDoS traffic for Industrial Internet of Services using Deep learning approaches. AIBThings 2023: 1-9 - [c36]Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung Nguyen, Rifai Chai:
Implementing Natural Image Quality Evaluator for Performance Indicator on Noise Artefacts Recovery in CT Scan. EMBC 2023: 1-4 - [c35]Preethi Manoharan, Adrian Pranata, Kwong Ming Tse, Rifai Chai:
Estimation of Lumbar Spine Loading of Low Back Pain Participant During Lifting Using an Open Source Musculoskeletal Model. EMBC 2023: 1-4 - [c34]Trung C. Phan, Adrian Pranata, Joshua B. Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai:
Machine Learning Derived Lifting Technique in People without Low Back Pain. EMBC 2023: 1-4 - [c33]Ji Wu, Fan Yang, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai:
Microwave Imaging Based on a Subspace-based Two-step Iterative Shrinkage/Thresholding Method. EMBC 2023: 1-4 - [c32]Ghazia Qaiser, Siva Chandrasekaran, Rifai Chai, Jinchuan Zheng:
Classifying DDoS Attack in Industrial Internet of Services Using Machine Learning. ICCAE 2023: 546-550 - 2022
- [j13]Irmawati, Rifai Chai, Basari, Dadang Gunawan:
Optimizing CNN Hyperparameters for Blastocyst Quality Assessment in Small Datasets. IEEE Access 10: 88621-88631 (2022) - [j12]Regina Lionnie, Catur Apriono, Rifai Chai, Dadang Gunawan:
Curvature Best Basis: A Novel Criterion to Dynamically Select a Single Best Basis as the Extracted Feature for Periocular Recognition. IEEE Access 10: 113523-113542 (2022) - [j11]Myong Chol Jung, Rifai Chai, Jinchuan Zheng, Hung T. Nguyen:
Enhanced myoelectric control against arm position change with weighted recursive Gaussian process. Neural Comput. Appl. 34(7): 5015-5028 (2022) - [j10]Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Hung T. Nguyen, Rifai Chai:
Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators. Sensors 22(16): 6230 (2022) - [j9]Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai:
Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain. Sensors 22(17): 6694 (2022) - [j8]Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai:
Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net. Sensors 22(18): 7031 (2022) - 2021
- [j7]H. M. Mohan, S. Anitha, Rifai Chai, Sai Ho Ling:
Edge Artificial Intelligence: Real-Time Noninvasive Technique for Vital Signs of Myocardial Infarction Recognition Using Jetson Nano. Adv. Hum. Comput. Interact. 2021: 6483003:1-6483003:19 (2021) - [j6]Myong Chol Jung, Rifai Chai, Jinchuan Zheng, Hung Tan Nguyen:
Sparse Gaussian process regression in real-time myoelectric control. Int. J. Model. Identif. Control. 39(1): 51-60 (2021) - [j5]Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen:
The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients. IEEE J. Biomed. Health Informatics 25(8): 2857-2865 (2021) - 2020
- [j4]Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen:
Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia. IEEE J. Biomed. Health Informatics 24(5): 1237-1245 (2020) - [c31]Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai:
Statistical Analysis of Brain Connectivity Estimators during Distracted Driving. EMBC 2020: 3208-3211 - [c30]Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen:
Electroencephalogram Reactivity to Hyperglycemia in Patients with Type 1 Diabetes. EMBC 2020: 5224-5227 - [c29]Hao Xie, Jinchuan Zheng, Meng Wang, Rifai Chai:
Networked DC Motor Control with Time-Varying Delays and Application to a Mobile Robot. ICCA 2020: 171-176
2010 – 2019
- 2019
- [j3]Kairui Guo, Rifai Chai, Henry Candra, Ying Guo, Rong Song, Hung T. Nguyen, Steven W. Su:
A Hybrid Fuzzy Cognitive Map/Support Vector Machine Approach for EEG-Based Emotion Classification Using Compressed Sensing. Int. J. Fuzzy Syst. 21(1): 263-273 (2019) - [c28]Rifai Chai, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen:
Combining ICA Clustering and Power Spectral Density for Feature Extraction of Mental Fatigue of Spinal Cord Injury Patients. EMBC 2019: 530-533 - [c27]Sai-Ho Ling, Henry Makgawinata, Fernando Huerta Monsivais, Andre dos Santos Goncalves Lourenco, Juan Lyu, Rifai Chai:
Classification of EEG Motor Imagery Tasks Using Convolution Neural Networks. EMBC 2019: 758-761 - [c26]Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen:
Nocturnal Hypoglycemia Detection using Optimal Bayesian Algorithm in an EEG Spectral Moments Based System. EMBC 2019: 5439-5442 - [c25]Kairui Guo, Hairong Yu, Rifai Chai, Hung T. Nguyen, Steven W. Su:
A Hybrid Physiological Approach of Emotional Reaction Detection Using Combined FCM and SVM Classifier. EMBC 2019: 7088-7091 - [c24]Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen:
Nocturnal Hypoglycemia Detection using EEG Spectral Moments under Natural Occurrence Conditions. EMBC 2019: 7177-7180 - 2018
- [c23]Robert M. Stephenson, Rifai Chai, David Eager:
Isometric Finger Pose Recognition with Sparse Channel SpatioTemporal EMG Imaging. EMBC 2018: 5232-5235 - 2017
- [j2]Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. IEEE J. Biomed. Health Informatics 21(3): 715-724 (2017) - [c22]Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su:
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal Mutual Information method. EMBC 2017: 463-466 - [c21]Rifai Chai, Ganesh R. Naik, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. EMBC 2017: 1808-1811 - [c20]Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T. Nguyen:
Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. EMBC 2017: 2486-2489 - [c19]Van Kha Ly Ha, Rifai Chai, Hung T. Nguyen:
Real-time WebRTC-based design for a telepresence wheelchair. EMBC 2017: 2676-2679 - [c18]Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC 2017: 3044-3047 - [c17]Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC 2017: 3048-3051 - [c16]Robert M. Stephenson, Ganesh R. Naik, Rifai Chai:
A system for accelerometer-based gesture classification using artificial neural networks. EMBC 2017: 4187-4190 - 2016
- [c15]Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen:
Selecting optimal EEG channels for mental tasks classification: An approach using ICA. CEC 2016: 1331-1335 - [c14]Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su:
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient. EMBC 2016: 423-426 - [c13]Phyo Phyo San, Sai-Ho Ling, Rifai Chai, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
EEG-based driver fatigue detection using hybrid deep generic model. EMBC 2016: 800-803 - [c12]Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals. EMBC 2016: 1599-1602 - [c11]Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen:
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. EMBC 2016: 4654-4657 - [c10]Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients. EMBC 2016: 6094-6097 - 2015
- [c9]Rifai Chai, Ganesh R. Naik, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen:
Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. EMBC 2015: 514-517 - [c8]Henry Candra, Mitchell Yuwono, Ardi Handojoseno, Rifai Chai, Steven W. Su, Hung T. Nguyen:
Recognizing emotions from EEG subbands using wavelet analysis. EMBC 2015: 6030-6033 - [c7]Henry Candra, Mitchell Yuwono, Rifai Chai, Ardi Handojoseno, Irraivan Elamvazuthi, Hung T. Nguyen, Steven W. Su:
Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine. EMBC 2015: 7250-7253 - [c6]Rifai Chai, Mitchell R. Smith, Tuan Nghia Nguyen, Sai-Ho Ling, Aaron J. Coutts, Hung T. Nguyen:
Comparing features extractors in EEG-based cognitive fatigue detection of demanding computer tasks. EMBC 2015: 7594-7597 - 2014
- [b1]Rifai Chai:
Advanced computational intelligence strategies for mental task classification using electroencephalography signals. University of Technology Sydney, Australia, 2014 - [j1]Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen:
Brain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization. IEEE J. Biomed. Health Informatics 18(5): 1614-1624 (2014) - [c5]Rifai Chai, Yvonne Tran, Ashley Craig, Sai-Ho Ling, Hung T. Nguyen:
Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system. EMBC 2014: 1338-1341 - 2013
- [c4]Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen:
Classification of wheelchair commands using brain computer interface: comparison between able-bodied persons and patients with tetraplegia. EMBC 2013: 989-992 - 2012
- [c3]Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen:
Mental task classifications using prefrontal cortex electroencephalograph signals. EMBC 2012: 1831-1834 - [c2]Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen:
Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller. EMBC 2012: 5266-5269 - [c1]Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen:
Mental non-motor imagery tasks classifications of brain computer interface for wheelchair commands using genetic algorithm-based neural network. IJCNN 2012: 1-7
Coauthor Index
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last updated on 2024-10-07 21:17 CEST by the dblp team
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