Hung T. Nguyen

205 papers B 18C 7Misc 1Journal 57Unranked 122

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Non-Invasive Differential Temperature Monitoring Using Sensor Array for Microwave Hyperthermia Applications: A Subspace-Based Approach. J. Sens. Actuator Networks Ji Wu, Fan Yang, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
2024	J	`jnl`	Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification. IEEE J. Biomed. Health Informatics Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Ann J. Carrigan, Megan Mills, Rifai Chai
2024	J	`jnl`	Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain. Sensors Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai
2023	—	`conf`	Machine Learning Derived Lifting Technique in People without Low Back Pain. EMBC Trung C. Phan, Adrian Pranata, Joshua B. Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai
2023	—	`conf`	Microwave Imaging Based on a Subspace-based Two-step Iterative Shrinkage/Thresholding Method. EMBC Ji Wu, Fan Yang, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
2023	J	`jnl`	Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification. Sensors Khanh Ha Nguyen, Matthew Ebbatson, Yvonne Tran, Ashley Craig, Hung T. Nguyen, Rifai Chai
2022	J	`jnl`	Enhanced myoelectric control against arm position change with weighted recursive Gaussian process. Neural Comput. Appl. Myong Chol Jung, Rifai Chai, Jinchuan Zheng, Hung T. Nguyen
2022	J	`jnl`	Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net. Sensors Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
2022	J	`jnl`	Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators. Sensors Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Hung T. Nguyen, Rifai Chai
2022	J	`jnl`	Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain. Sensors Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai
2021	J	`jnl`	The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients. IEEE J. Biomed. Health Informatics Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen
2020	—	`conf`	Electroencephalogram Reactivity to Hyperglycemia in Patients with Type 1 Diabetes. EMBC Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen
2020	J	`jnl`	Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia. IEEE J. Biomed. Health Informatics Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
2020	—	`conf`	Statistical Analysis of Brain Connectivity Estimators during Distracted Driving. EMBC Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
2019	J	`jnl`	A Hybrid Fuzzy Cognitive Map/Support Vector Machine Approach for EEG-Based Emotion Classification Using Compressed Sensing. Int. J. Fuzzy Syst. Kairui Guo, Rifai Chai, Henry Candra, Ying Guo, Rong Song, Hung T. Nguyen, Steven W. Su
2019	—	`conf`	A Hybrid Physiological Approach of Emotional Reaction Detection Using Combined FCM and SVM Classifier. EMBC Kairui Guo, Hairong Yu, Rifai Chai, Hung T. Nguyen, Steven W. Su
2019	—	`conf`	Combining ICA Clustering and Power Spectral Density for Feature Extraction of Mental Fatigue of Spinal Cord Injury Patients. EMBC Rifai Chai, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
2019	—	`conf`	Nocturnal Hypoglycemia Detection using EEG Spectral Moments under Natural Occurrence Conditions. EMBC Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
2019	—	`conf`	Nocturnal Hypoglycemia Detection using Optimal Bayesian Algorithm in an EEG Spectral Moments Based System. EMBC Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
2018	J	`jnl`	Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises. Medical Biol. Eng. Comput. Hairong Yu, Lin Ye, Ganesh R. Naik, Rong Song, Hung T. Nguyen, Steven W. Su
2018	—	`conf`	Occipital EEG Activity for the Detection of Nocturnal Hypoglycemia. EMBC Cuong Q. Ngo, Bao C. Q. Truong, Timothy W. Jones, Hung T. Nguyen
2018	J	`jnl`	Sparsely distributed sliding mode control for interconnected systems. J. Frankl. Inst. Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2017	—	`conf`	A CHF detection method based on deep learning with RR intervals. EMBC Wen-Hui Chen, Guanzheng Liu, Steven W. Su, Qing Jiang, Hung T. Nguyen
2017	—	`conf`	Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. EMBC Rifai Chai, Ganesh R. Naik, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
2017	—	`conf`	Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC 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
2017	—	`conf`	Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC 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
2017	—	`conf`	Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. EMBC Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T. Nguyen
2017	J	`jnl`	Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. IEEE J. Biomed. Health Informatics Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
2017	—	`conf`	EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal Mutual Information method. EMBC Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
2017	—	`conf`	EEG-based emotion classification using innovative features and combined SVM and HMM classifier. EMBC Kairui Guo, Henry Candra, Hairong Yu, Huiqi Li, Hung T. Nguyen, Steven W. Su
2017	J	`jnl`	Hypoglycemia detection: multiple regression-based combinational neural logic approach. Soft Comput. Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen
2017	—	`conf`	Nonparametric modelling of VO2 response to exercise. EMBC Lin Ye, Ahmadreza Argha, Branko G. Celler, Yi Zhang, Hung T. Nguyen, Steven W. Su
2017	—	`conf`	Polypyrrole RVC biofuel cells for powering medical implants. EMBC Daniel N. Roxby, S. R. Simon Ting, Hung T. Nguyen
2017	—	`conf`	Prediction of hip fracture in post-menopausal women using artificial neural network approach. EMBC Thao P. Ho-Le, Jacqueline R. Center, John A. Eisman, Tuan V. Nguyen, Hung T. Nguyen
2017	—	`conf`	Real-time WebRTC-based design for a telepresence wheelchair. EMBC Van Kha Ly Ha, Rifai Chai, Hung T. Nguyen
2017	—	`conf`	Strong stability based robust sliding mode control. ASCC Ahmadreza Argha, Li Li, Quang Ha, Steven W. Su, Hung T. Nguyen
2017	—	`conf`	The classification for "equilibrium triad" sensory loss based on sEMG signals of calf muscles. EMBC Hairong Yu, Kairui Guo, Jie Luo, Kai Cao, Hung T. Nguyen, Steven W. Su
2016	J	`jnl`	A semi-autonomous motorized mobile hospital bed for safe transportation of head injury patients in dynamic hospital environments without bed switching. Robotica Chao Wang, Alexey S. Matveev, Andrey V. Savkin, Ray Clout, Hung T. Nguyen
2016	—	`conf`	A telepresence wheelchair using cellular network infrastructure in outdoor environments. EMBC Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
2016	—	`conf`	An online recursive autocalibration of triaxial accelerometer. EMBC Lin Ye, Steven W. Su, Dong Lei, Hung T. Nguyen
2016	—	`conf`	Cardiovascular fitness strengthening using portable device. EMBC Hamzah Alqudah, Kai Cao, Tao Zhang, Azzam Haddad, Steven W. Su, Branko G. Celler, Hung T. Nguyen
2016	—	`conf`	Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. EMBC Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
2016	—	`conf`	Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient. EMBC Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
2016	—	`conf`	Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetes. EMBC Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2016	—	`conf`	Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals. EMBC Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2016	J	`jnl`	Distributed formation building algorithms for groups of wheeled mobile robots. Robotics Auton. Syst. Andrey V. Savkin, Chao Wang, Ahmad Baranzadeh, Zhiyu Xi, Hung T. Nguyen
2016	—	`conf`	EEG-based driver fatigue detection using hybrid deep generic model. EMBC Phyo Phyo San, Sai-Ho Ling, Rifai Chai, Yvonne Tran, Ashley Craig, Hung T. Nguyen
2016	—	`conf`	Effect of growth solution, membrane size and array connection on microbial fuel cell power supply for medical devices. EMBC Daniel N. Roxby, Nham Tran, Pak-Lam Yu, Hung T. Nguyen
2016	—	`conf`	Heart rate regulation during cycle-ergometer exercise using damped parameter estimation method. EMBC Ahmadreza Argha, Lin Ye, Steven W. Su, Hung T. Nguyen, Branko G. Celler
2016	J	`jnl`	Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure. IEEE J. Biomed. Health Informatics Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2016	—	`conf`	Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients. EMBC Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2016	J	`jnl`	On LMI-based sliding mode control for uncertain discrete-time systems. J. Frankl. Inst. Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2016	—	`conf`	Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. EMBC Shameek Ghosh, Hung T. Nguyen, Jinyan Li
2016	J	`jnl`	Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review. IEEE Access Ganesh R. Naik, Suviseshamuthu Easter Selvan, Massimiliano Gobbo, Amit Acharyya, Hung T. Nguyen
2016	J	`jnl`	Quality and robustness improvement for real world industrial systems using a fuzzy particle swarm optimization. Eng. Appl. Artif. Intell. Sai-Ho Ling, Kit Yan Chan, Frank Hung-Fat Leung, Frank Jiang, Hung T. Nguyen
2016	—	`conf`	Real-time modelling of heart rate response during exercise using a novel constrained parameter estimation method. EMBC Ahmadreza Argha, Lin Ye, Steven W. Su, Hung T. Nguyen, Branko G. Celler
2016	C	`conf`	Real-time video streaming with multi-camera for a telepresence wheelchair. ICARCV Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
2016	B	`conf`	Selecting optimal EEG channels for mental tasks classification: An approach using ICA. CEC Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen
2016	—	`conf`	The hybrid bio-inspired aerial vehicle: Concept and SIMSCAPE flight simulation. EMBC Tao Zhang, Steven W. Su, Hung T. Nguyen
2016	—	`conf`	Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors. EMBC Ganesh R. Naik, Gita Pendharkar, Hung T. Nguyen
2016	—	`conf`	ℋ2-based optimal sparse sliding mode control for networked control systems. CDC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2015	J	`jnl`	A Dielectric Model of Human Breast Tissue in Terahertz Regime. IEEE Trans. Biomed. Eng. Bao C. Q. Truong, Hoang Duong Tuan, Anthony J. Fitzgerald, Vincent P. Wallace, Hung T. Nguyen
2015	—	`conf`	A novel target following solution for the electric powered hospital bed. EMBC Huy Hoang Nguyen, Tuan Nghia Nguyen, Raymont Clout, Hung T. Nguyen
2015	—	`conf`	An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex. EMBC A. M. Ardi Handojoseno, Moran Gilat, Quynh Tran Ly, Hayat Chamtie, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2015	—	`conf`	Breast Cancer classification using extracted parameters from a terahertz dielectric model of human breast tissue. EMBC Bao C. Q. Truong, Hoang Duong Tuan, Anthony J. Fitzgerald, Vincent P. Wallace, Tuan Nghia Nguyen, Hung T. Nguyen
2015	—	`conf`	Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. EMBC Rifai Chai, Ganesh R. Naik, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
2015	—	`conf`	Comparing features extractors in EEG-based cognitive fatigue detection of demanding computer tasks. EMBC Rifai Chai, Mitchell R. Smith, Tuan Nghia Nguyen, Sai-Ho Ling, Aaron J. Coutts, Hung T. Nguyen
2015	—	`conf`	Conditions for simultaneous decentralized integral controllability. AuCC Steven W. Su, Hoang D. Tuan, Weidong Chen, Hung T. Nguyen, Branko G. Celler
2015	J	`jnl`	Controllability Analysis of Two-Dimensional Systems Using 1D Approaches. IEEE Trans. Autom. Control. Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2015	J	`jnl`	Decentralized Integral Controllability Analysis Based on a New Unconditional Stability Criterion. IEEE Trans. Autom. Control. Steven W. Su, Andrey V. Savkin, Ying Guo, Branko G. Celler, Hung T. Nguyen
2015	J	`jnl`	Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA. IEEE J. Biomed. Health Informatics Ganesh R. Naik, Kerry G. Baker, Hung T. Nguyen
2015	—	`conf`	Designing adaptive integral sliding mode control for heart rate regulation during cycle-ergometer exercise using bio-feedback. EMBC Ahmadreza Argha, Steven W. Su, Hung T. Nguyen, Branko G. Celler
2015	C	`conf`	Discrete-time sliding mode control for networked systems with random communication delays. ACC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2015	—	`conf`	Experimenting with microbial fuel cells for powering implanted biomedical devices. EMBC Daniel N. Roxby, Nham Tran, Pak-Lam Yu, Hung T. Nguyen
2015	—	`conf`	Heart rate regulation during cycle-ergometer exercise via bio-feedback. EMBC Ahmadreza Argha, Steven W. Su, Hung T. Nguyen, Branko G. Celler
2015	J	`jnl`	Intelligent Management of Multiple Access Schemes in Wireless Body Area Network. J. Networks Jing Zhou, Aihuang Guo, Hung T. Nguyen, Steven W. Su
2015	—	`conf`	Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine. EMBC Henry Candra, Mitchell Yuwono, Rifai Chai, Ardi Handojoseno, Irraivan Elamvazuthi, Hung T. Nguyen, Steven W. Su
2015	—	`conf`	Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals. EMBC Gita Pendharkar, Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
2015	—	`conf`	Neural network decoupling technique and its application to a powered wheelchair system. EMBC Tuan Nghia Nguyen, Hung T. Nguyen
2015	J	`jnl`	Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification. Appl. Soft Comput. Yina Guo, Ganesh R. Naik, Shuhua Huang, Ajith Abraham, Hung T. Nguyen
2015	J	`jnl`	Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis. IEEE J. Biomed. Health Informatics Ganesh R. Naik, Hung T. Nguyen
2015	—	`conf`	Real-time transmission of panoramic images for a telepresence wheelchair. EMBC Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
2015	—	`conf`	Recognizing emotions from EEG subbands using wavelet analysis. EMBC Henry Candra, Mitchell Yuwono, Ardi Handojoseno, Rifai Chai, Steven W. Su, Hung T. Nguyen
2015	—	`conf`	Robust output-feedback discrete-time sliding mode control utilizing disturbance observer. CDC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2014	C	`conf`	A method for collision free navigation of a robotic hospital bed among steady and moving obstacles. CCA Chao Wang, Andrey V. Savkin, Ray Clout, Hung T. Nguyen
2014	—	`conf`	A new LMI-based robust Sliding Mode Control for the uncertain discrete-time systems. CDC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2014	J	`jnl`	A new unconditionally stable condition based on singular perturbation analysis. Int. J. Control Steven W. Su, Branko G. Celler, Hung T. Nguyen
2014	—	`conf`	A novel extreme learning machine for hypoglycemia detection. EMBC Phyo Phyo San, Sai-Ho Ling, Soe Ni Ni, Hung T. Nguyen
2014	—	`conf`	A novel tamper detection-recovery and watermarking system for medical image authentication and EPR hiding. EMBC Afaf Tareef, Ahmad Al-Ani, Hung T. Nguyen, Yuk Ying Chung
2014	—	`conf`	A simple microbial fuel cell model for improvement of biomedical device powering times. EMBC Daniel N. Roxby, Nham Tran, Hung T. Nguyen
2014	J	`jnl`	Advanced portable remote monitoring system for the regulation of treadmill running exercises. Artif. Intell. Medicine Tuan Nghia Nguyen, Steven W. Su, Branko G. Celler, Hung T. Nguyen
2014	—	`conf`	An advanced control strategy of an electrical - Powered hospital bed. EMBC Huy Hoang Nguyen, Tuan Nghia Nguyen, Raymont Clout, Hung T. Nguyen
2014	B	`conf`	An algorithm for scalable clustering: Ensemble Rapid Centroid Estimation. IEEE Congress on Evolutionary Computation Mitchell Yuwono, Steven W. Su, Bruce Moulton, Ying Guo, Hung T. Nguyen
2014	—	`conf`	An efficient steganography method for hiding patient confidential information. EMBC Hayat Al-Dmour, Ahmed Al-Ani, Hung T. Nguyen
2014	J	`jnl`	Brain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization. IEEE J. Biomed. Health Informatics Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen
2014	—	`conf`	Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix. EMBC Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
2014	—	`conf`	Controllability analysis of the first FM model of 2D systems: A row (column) process. CDC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2014	J	`jnl`	Coupling Graphs, Efficient Algorithmsand B-Cell Epitope Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Liang Zhao, Steven C. H. Hoi, Zhenhua Li, Limsoon Wong, Hung T. Nguyen, Jinyan Li
2014	J	`jnl`	Data Clustering Using Variants of Rapid Centroid Estimation. IEEE Trans. Evol. Comput. Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
2014	—	`conf`	Decentralized sliding mode control for uncertain discrete-time large-scale systems: An LMI approach. AuCC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2014	J	`jnl`	Editorial: Special issue on hybrid intelligent methods for health technologies. Appl. Soft Comput. Kit Yan Chan, Sai-Ho Ling, Tharam S. Dillon, Hung T. Nguyen, Tuan Nghia Nguyen, Vasile Palade, Xue-wen Chen
2014	J	`jnl`	Editorial: Special issue on hybrid intelligent methods for health technologies. Appl. Soft Comput. Sai-Ho Ling, Kit Yan Chan, Vasile Palade, Tharam S. Dillon, Hung T. Nguyen, Tuan Nghia Nguyen, Xue-wen Chen
2014	—	`conf`	Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system. EMBC Rifai Chai, Yvonne Tran, Ashley Craig, Sai-Ho Ling, Hung T. Nguyen
2014	J	`jnl`	Evolvable Rough-Block-Based Neural Network and its Biomedical Application to Hypoglycemia Detection System. IEEE Trans. Cybern. Phyo Phyo San, Sai-Ho Ling, Nuryani, Hung T. Nguyen
2014	—	`conf`	High correlation of double Debye model parameters in skin cancer detection. EMBC Bao C. Q. Truong, Hoang D. Tuan, Anthony J. Fitzgerald, Vincent P. Wallace, Hung T. Nguyen
2014	—	`conf`	Neural network approach for non-invasive detection of hyperglycemia using electrocardiographic signals. EMBC LinhLan Nguyen, Steven W. Su, Hung T. Nguyen
2014	B	`conf`	Non-invasive detection of hypoglycemic episodes in Type 1 diabetes using intelligent hybrid rough neural system. IEEE Congress on Evolutionary Computation Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen
2014	—	`conf`	On heart rate regulation in cycle-ergometer exercise. EMBC Ahmadreza Argha, Steven W. Su, Sangwon Lee, Hung T. Nguyen, Branko G. Celler
2014	—	`conf`	Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. CinC Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2014	—	`conf`	Prediction of freezing of gait using analysis of brain effective connectivity. EMBC A. M. Ardi Handojoseno, James M. Shine, Moran Gilat, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2014	Misc	`conf`	Risk Prediction for Acute Hypotensive Patients by Using Gap Constrained Sequential Contrast Patterns. AMIA Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2014	J	`jnl`	Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor. Appl. Soft Comput. Mitchell Yuwono, Steven W. Su, Ying Guo, Bruce Moulton, Hung T. Nguyen
2014	J	`jnl`	Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children. Biomed. Signal Process. Control. Gita Pendharkar, Ganesh R. Naik, Hung T. Nguyen
2014	—	`conf`	Using S-transform in EEG analysis for measuring an alert versus mental fatigue state. EMBC Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Nirupama Wijesuriya, Ashley Craig, Hung T. Nguyen
2013	—	`conf`	A collision avoidance strategy for safe autonomous navigation of an intelligent electric-powered wheelchair in dynamic uncertain environments with moving obstacles. ECC Chao Wang, Alexey S. Matveev, Andrey V. Savkin, Tuan Nghia Nguyen, Hung T. Nguyen
2013	—	`conf`	A method for decentralized formation building for unicycle-like mobile robots. ASCC Andrey V. Savkin, Chao Wang, Ahmad Baranzadeh, Zhiyu Xi, Hung T. Nguyen
2013	—	`conf`	A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings. EMBC Ganesh R. Naik, Yina Guo, Hung T. Nguyen
2013	—	`conf`	An algorithm of decentralized encircling coverage and termination of a moving deformable region by mobile robotic sensor/actuator networks. ASCC Andrey V. Savkin, Zhiyu Xi, Hung T. Nguyen
2013	—	`conf`	Analyzing EEG signals under insulin-induced hypoglycemia in type 1 diabetes patients. EMBC Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen
2013	—	`conf`	Classification of wheelchair commands using brain computer interface: comparison between able-bodied persons and patients with tetraplegia. EMBC Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen
2013	—	`conf`	Combining genetic algorithm and Levenberg-Marquardt algorithm in training neural network for hypoglycemia detection using EEG signals. EMBC Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen
2013	J	`jnl`	Debye Parameter Extraction for Characterizing Interaction of Terahertz Radiation With Human Skin Tissue. IEEE Trans. Biomed. Eng. Bao C. Q. Truong, Hoang Duong Tuan, Ha Hoang Kha, Hung T. Nguyen
2013	—	`conf`	Decentralised model predictive control with asymptotically positive realness. ICCA Hoang Duong Tuan, Andrey V. Savkin, Tuan Nghia Nguyen, Hung T. Nguyen
2013	—	`conf`	Development of an assistive patient mobile system for hospital environments. EMBC Huy Hoang Nguyen, Tuan Nghia Nguyen, Raymont Clout, Alexander Gibson, Hung T. Nguyen
2013	J	`jnl`	Editorial: Special issue on hybrid evolutionary systems for manufacturing processes. Appl. Soft Comput. Kit Yan Chan, Tharam S. Dillon, Hak-Keung Lam, Sai-Ho Ling, Hung T. Nguyen
2013	—	`conf`	Effects of hyperglycemia on variability of RR, QT and corrected QT intervals in Type 1 diabetic patients. EMBC LinhLan Nguyen, Steven W. Su, Hung T. Nguyen
2013	—	`conf`	Experimental study on a smart wheelchair system using a combination of stereoscopic and spherical vision. EMBC Jordan S. Nguyen, Steven W. Su, Hung T. Nguyen
2013	J	`jnl`	Hybrid PSO-based variable translation wavelet neural network and its application to hypoglycemia detection system. Neural Comput. Appl. Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2013	J	`jnl`	Hypoglycaemia detection using fuzzy inference system with multi-objective double wavelet mutation Differential Evolution. Appl. Soft Comput. Johnny C. Y. Lai, Frank H. F. Leung, Steve S. H. Ling, Hung T. Nguyen
2013	J	`jnl`	Industrial Application of Evolvable Block-Based Neural Network to Hypoglycemia Monitoring System. IEEE Trans. Ind. Electron. Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2013	—	`conf`	Robust fault tolerant application for HVAC system based on combination of online SVM and ANN black box model. ECC Davood Dehestani, Steven W. Su, Hung T. Nguyen, Ying Guo
2013	—	`conf`	Shared control strategies for human - Machine interface in an intelligent wheelchair. EMBC Anh V. Nguyen, Lien B. Nguyen, Steven W. Su, Hung T. Nguyen
2013	—	`conf`	Single channel blind source separation based local mean decomposition for Biomedical applications. EMBC Yina Guo, Ganesh R. Naik, Hung T. Nguyen
2013	J	`jnl`	Structural analysis on mutation residues and interfacial water molecules for human TIM disease understanding. BMC Bioinform. Zhenhua Li, Ying He, Qian Liu, Liang Zhao, Limsoon Wong, Chee Keong Kwoh, Hung T. Nguyen, Jinyan Li
2013	—	`conf`	The advancement of an obstacle avoidance bayesian neural network for an intelligent wheelchair. EMBC Anh V. Nguyen, Lien B. Nguyen, Steven W. Su, Hung T. Nguyen
2013	—	`conf`	The application of Discrete sliding mode control in parabolic PDE dynamics. AuCC Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
2013	—	`conf`	Unsupervised segmentation of heel-strike IMU data using rapid cluster estimation of wavelet features. EMBC Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
2013	—	`conf`	Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients. EMBC A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2012	B	`conf`	A hypoglycemic episode diagnosis system based on neural networks for Type 1 diabetes mellitus. IEEE Congress on Evolutionary Computation Kit Yan Chan, Sai-Ho Ling, Hung T. Nguyen, Frank Jiang
2012	B	`conf`	A particle swarm optimization-based neural network for detecting nocturnal hypoglycemia using electroencephalography signals. IJCNN Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen
2012	—	`conf`	An adaptive strategy of classification for detecting hypoglycemia using only two EEG channels. EMBC Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen
2012	C	`conf`	An algorithm for collision free navigation of an intelligent powered wheelchair in dynamic environments. ICARCV Chao Wang, Andrey V. Savkin, Tuan Nghia Nguyen, Hung T. Nguyen
2012	—	`conf`	Development of a Bayesian neural network to perform obstacle avoidance for an intelligent wheelchair. EMBC Anh V. Nguyen, Lien B. Nguyen, Steven W. Su, Hung T. Nguyen
2012	B	`conf`	Fast unsupervised learning method for rapid estimation of cluster centroids. IEEE Congress on Evolutionary Computation Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
2012	—	`conf`	Frequency analysis of eyes open and eyes closed EEG signals using the Hilbert-Huang Transform. EMBC Ranjit Arulnayagam Thuraisingham, Yvonne Tran, Ashley Craig, Hung T. Nguyen
2012	—	`conf`	Gait cycle spectrogram analysis using a torso-attached inertial sensor. EMBC Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Hung T. Nguyen
2012	—	`conf`	Gait episode identification based on wavelet feature clustering of spectrogram images. EMBC Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Hung T. Nguyen
2012	—	`conf`	Global optimization for human skin investigation in terahertz. EMBC Bao C. Q. Truong, Hoang Duong Tuan, Ha Hoang Kha, Hung T. Nguyen
2012	B	`conf`	Hybrid particle swarm - based fuzzy support vector machine for hypoglycemia detection. FUZZ-IEEE Nuryani Nuryani, Sai-Ho Ling, Hung T. Nguyen
2012	B	`conf`	Hybrid particle swarm optimization based normalized radial basis function neural network for hypoglycemia detection. IJCNN Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2012	—	`conf`	Identification of Hypoglycemia and Hyperglycemia in Type 1 Diabetic patients using ECG parameters. EMBC LinhLan Nguyen, Steven W. Su, Hung T. Nguyen
2012	—	`conf`	Intelligent detection of hypoglycemic episodes in children with type 1 diabetes using adaptive neural-fuzzy inference system. EMBC Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2012	B	`conf`	Intelligent fuzzy particle swarm optimization with cross-mutated operation. IEEE Congress on Evolutionary Computation Sai-Ho Ling, Hung T. Nguyen, Frank H. F. Leung, Kit Yan Chan, Frank Jiang
2012	—	`conf`	Mass Classification in Digitized Mammograms Using Texture Features and Artificial Neural Network. ICONIP (5) Man To Wong, Xiangjian He, Hung T. Nguyen, Wei-Chang Yeh
2012	B	`conf`	Mental non-motor imagery tasks classifications of brain computer interface for wheelchair commands using genetic algorithm-based neural network. IJCNN Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen
2012	—	`conf`	Mental task classifications using prefrontal cortex electroencephalograph signals. EMBC Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen
2012	B	`conf`	Method for increasing the computation speed of an unsupervised learning approach for data clustering. IEEE Congress on Evolutionary Computation Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
2012	J	`jnl`	Multi-realization of nonlinear systems. Autom. Steven W. Su, Brian D. O. Anderson, Weidong Chen, Hung T. Nguyen
2012	J	`jnl`	Natural occurrence of nocturnal hypoglycemia detection using hybrid particle swarm optimized fuzzy reasoning model. Artif. Intell. Medicine Sai-Ho Ling, Hung T. Nguyen
2012	J	`jnl`	Non-Invasive nocturnal hypoglycemia Detection for insulin-Dependent Diabetes mellitus using Genetic Fuzzy Logic Method. Int. J. Comput. Intell. Appl. Steve S. H. Ling, Phyo Phyo San, Hung T. Nguyen, Frank H. F. Leung
2012	—	`conf`	Optimization strategies for rapid centroid estimation. EMBC Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
2012	—	`conf`	Particle swarm optimization based feature selection in mammogram mass classification. ICCH Man To Wong, Xiangjian He, Hung T. Nguyen, Wei-Chang Yeh
2012	—	`conf`	Real-time performance of a hands-free semi-autonomous wheelchair system using a combination of stereoscopic and spherical vision. EMBC Jordan S. Nguyen, Tuan Nghia Nguyen, Yvonne Tran, Steven W. Su, Ashley Craig, Hung T. Nguyen
2012	—	`conf`	Stationarity and variability in eyes open and eyes closed EEG signals from able-bodied and spinal cord injured persons. EMBC Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Ashley Craig, Hung T. Nguyen
2012	—	`conf`	The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition. EMBC A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2012	—	`conf`	Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller. EMBC Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen
2011	—	`conf`	Block based neural network for hypoglycemia detection. EMBC Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
2011	—	`conf`	Changes in blood volume pulse during exercise recovery in activity-based therapy for spinal cord injury. EMBC Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Ashley Craig, Erika Tomlinson, Glen M. Davis, James W. Middleton, Hung T. Nguyen
2011	—	`conf`	Development of a Bayesian recursive algorithm to find free-spaces for an intelligent wheelchair. EMBC Anh V. Nguyen, Steven W. Su, Hung T. Nguyen
2011	J	`jnl`	Diagnosis of hypoglycemic episodes using a neural network based rule discovery system. Expert Syst. Appl. Kit Yan Chan, Sai-Ho Ling, Tharam Singh Dillon, Hung T. Nguyen
2011	J	`jnl`	Genetic-Algorithm-Based Multiple Regression With Fuzzy Inference System for Detection of Nocturnal Hypoglycemic Episodes. IEEE Trans. Inf. Technol. Biomed. Sai-Ho Ling, Hung T. Nguyen
2011	J	`jnl`	Hybrid Fuzzy Logic-Based Particle Swarm Optimization for Flow shop Scheduling Problem. Int. J. Comput. Intell. Appl. Sai-Ho Ling, Frank Jiang, Hung T. Nguyen, Kit Yan Chan
2011	B	`conf`	Hypoglycemia detection using fuzzy inference system with genetic algorithm. FUZZ-IEEE Sai-Ho Ling, Hung T. Nguyen, Frank Hung-Fat Leung
2011	—	`conf`	Identification of hypoglycemic states for patients with T1DM using various parameters derived from EEG signals. EMBC Lien B. Nguyen, Steve S. H. Ling, Timothy W. Jones, Hung T. Nguyen
2011	—	`conf`	Optimization of head movement recognition using Augmented Radial Basis Function Neural Network. EMBC Mitchell Yuwono, A. M. Ardi Handojoseno, Hung T. Nguyen
2011	—	`conf`	Performance of dry electrode with bristle in recording EEG rhythms across brain state changes. EMBC Vangu Kitoko, Tuan Nghia Nguyen, Jordan S. Nguyen, Yvonne Tran, Hung T. Nguyen
2011	B	`conf`	Permutation flow shop scheduling: Fuzzy particle swarm optimization approach. FUZZ-IEEE Sai-Ho Ling, Frank Jiang, Hung T. Nguyen, Kit Yan Chan
2011	—	`conf`	Robust online adaptive neural network control for the regulation of treadmill exercises. EMBC Tuan Nghia Nguyen, Hung T. Nguyen, Steven W. Su, Branko G. Celler
2011	—	`conf`	Semi-automatic control of modular systems with intermittent data losses. CASE Tri Tran, Quang Phuc Ha, Hung T. Nguyen
2011	—	`conf`	Semi-autonomous wheelchair developed using a unique camera system configuration biologically inspired by equine vision. EMBC Jordan S. Nguyen, Yvonne Tran, Steven W. Su, Hung T. Nguyen
2011	J	`jnl`	Stabilising agent design for the control of interconnected systems. Int. J. Control Tri Tran, Hoang Duong Tuan, Quang Phuc Ha, Hung T. Nguyen
2011	—	`conf`	Switching rate changes associated with mental fatigue for assistive technologies. EMBC Ashley Craig, Yvonne Tran, Nirupama Wijesuriya, Ranjit Thuraisingham, Hung T. Nguyen
2011	—	`conf`	Ventricular repolarization variability for hypoglycemia detection. EMBC Nuryani, Steve Ling, Hung T. Nguyen
2010	B	`conf`	Classification of hypoglycemic episodes for Type 1 diabetes mellitus based on neural networks. IEEE Congress on Evolutionary Computation Kit Yan Chan, Sai-Ho Ling, Tharam Singh Dillon, Hung T. Nguyen
2010	J	`jnl`	Discrimination of left and right leg motor imagery for brain-computer interfaces. Medical Biol. Eng. Comput. Peter Boord, Ashley Craig, Yvonne Tran, Hung T. Nguyen
2010	B	`conf`	Genetic algorithm based fuzzy multiple regression for the nocturnal Hypoglycaemia detection. IEEE Congress on Evolutionary Computation Sai-Ho Ling, Hung T. Nguyen, Kit Yan Chan
2010	B	`conf`	Hypoglycaemia detection for type 1 diabetic patients based on ECG parameters using Fuzzy Support Vector Machine. IJCNN Steve Ling, Nuryani, Hung T. Nguyen
2010	C	`conf`	Laboratory demonstration for model predictive multivariable control with a coupled drive system. ICARCV Steven Weidong Su, Hung T. Nguyen, Quang Phuc Ha
2010	C	`conf`	Stability of complex systems with mixed connection configurations under shared control. ICARCV Tri Tran, Hung T. Nguyen, Quang Phuc Ha
2009	B	`conf`	A New Particle Swarm Optimization Algorithm for Neural Network Optimization. NSS Sai-Ho Ling, Hung T. Nguyen, Kit Yan Chan
2009	J	`jnl`	Conditions for triangular decoupling control. Int. J. Control Hung T. Nguyen, Steven W. Su
2009	—	`conf`	Multi-realization of nonlinear systems. CDC Steven W. Su, Brian D. O. Anderson, Weidong Chen, Hung T. Nguyen
2009	J	`jnl`	Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements. Medical Biol. Eng. Comput. Steven W. Su, Branko G. Celler, Andrey V. Savkin, Hung T. Nguyen, Teddy M. Cheng, Ying Guo, Lu Wang
2008	—	`conf`	A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique. Australasian Conference on Artificial Intelligence Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily, Hung T. Nguyen
2008	C	`conf`	Integral controller design for nonlinear systems using inverse optimal control. ICARCV Steven W. Su, Hung T. Nguyen, Quang Phuc Ha
2008	J	`jnl`	Intelligent technologies for real-time biomedical engineering applications. Int. J. Autom. Control. Hung T. Nguyen
2007	B	`conf`	Distributed classifier migration in xcs for classification of electroencephalographic signals. IEEE Congress on Evolutionary Computation Brad T. Skinner, Hung T. Nguyen, Dikai Liu
2007	—	`conf`	Hybrid Optimisation Method Using PGA and SQP Algorithm. FOCI Brad T. Skinner, Hung T. Nguyen, Dikai Liu
2007	J	`jnl`	Robust Non-Overshoot Time Responses Using Cascade Sliding Mode-PID Control. J. Adv. Comput. Intell. Intell. Informatics Thanh Hung Tran, Quang Phuc Ha, Hung T. Nguyen
2006	—	`conf`	Early Driver Fatigue Detection from Electroencephalography Signals using Artificial Neural Networks. EMBC Leslie M. King, Hung T. Nguyen, S. K. L. Lal
2006	—	`conf`	Improved Head Direction Command Classification using an Optimised Bayesian Neural Network. EMBC Son T. Nguyen, Hung T. Nguyen, Philip B. Taylor, James W. Middleton
2006	—	`conf`	Neural-Network Detection of Hypoglycemic Episodes in Children with Type 1 Diabetes using Physiological Parameters. EMBC Hung T. Nguyen, Nejhdeh Ghevondian, Timothy W. Jones
2006	—	`conf`	Two Channel EEG Thought Pattern Classifier. EMBC Daniel Ashley Craig, Hung T. Nguyen, Harold Andrew Burchey
2004	—	`conf`	Sliding mode neural controller for nonlinear systems with higher-order and uncertainties. RAM Tri P. Nguyen, Hung T. Nguyen, Quang Phuc Ha
2003	J	`jnl`	Dynamic output feedback sliding-mode control using pole placement and linear functional observers. IEEE Trans. Ind. Electron. Quang Phuc Ha, Hieu Trinh, Hung T. Nguyen, Hoang Duong Tuan