Hui Yang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 53

Top Topics

Markov Decision Process

Network Analysis

Predictive Modeling

Healthcare Delivery

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Robotics Autom. Lett.

Publications

Haedong Kim, Tyler Hartleb, Khalid Bello, Faisal Aqlan, Richard Zhao, Hui Yang
Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games. J. Comput. Inf. Sci. Eng. 24 (3) (2024)
Cheng-Bang Chen, Yujie Wang, Xuanya Fu, Hui Yang
Recurrence Network Analysis of Histopathological Images for the Detection of Invasive Ductal Carcinoma in Breast Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Zhenggeng Ye, Zhiqiang Cai, Hui Yang, Shubin Si, Fuli Zhou
Joint optimization of maintenance and quality inspection for manufacturing networks based on deep reinforcement learning. Reliab. Eng. Syst. Saf. 236 (2023)
Byeong-Min Roh, Timothy W. Simpson, Hui Yang, Soundar R. T. Kumara, Paul Witherell, Albert T. Jones
Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework. IEEE Access 11 (2023)
Zhenggeng Ye, Shubin Si, Hui Yang, Zhiqiang Cai, Fuli Zhou
Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis. IEEE Trans. Ind. Informatics 18 (8) (2022)
Bing Yao, Yun Chen, Hui Yang
Constrained Markov Decision Process Modeling for Optimal Sensing of Cardiac Events in Mobile Health. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Runsang Liu, Hui Yang
Spatial Tessellation of Infectious Disease Spread for Epidemic Decision Support. IEEE Robotics Autom. Lett. 7 (1) (2022)
Adam Meyers, Hui Yang
Markov Chains for Fault-Tolerance Modeling of Stochastic Networks. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Hui Yang, Siqi Zhang, Yan Lu, Paul Witherell, Soundar R. T. Kumara
Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing. IEEE Robotics Autom. Lett. 7 (3) (2022)
Byeong-Min Roh, Soundar R. T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Albert T. Jones, Yan Lu
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing. J. Comput. Inf. Sci. Eng. 22 (1) (2022)
Hui Yang, Prahalad K. Rao, Timothy W. Simpson, Yan Lu, Paul Witherell, Abdalla R. Nassar, Edward W. Reutzel, Soundar R. T. Kumara
Six-Sigma Quality Management of Additive Manufacturing. Proc. IEEE 109 (4) (2021)
Alexander Krall, Daniel Finke, Hui Yang
Mosaic Privacy-Preserving Mechanisms for Healthcare Analytics. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Ruimin Chen, Yan Lu, Paul Witherell, Timothy W. Simpson, Soundar R. T. Kumara, Hui Yang
Ontology-Driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing. IEEE Robotics Autom. Lett. 6 (3) (2021)
Zhenggeng Ye, Hui Yang, Zhiqiang Cai, Shubin Si, Fuli Zhou
Performance evaluation of serial-parallel manufacturing systems based on the impact of heterogeneous feedstocks on machine degradation. Reliab. Eng. Syst. Saf. 207 (2021)
Runsang Liu, Bryan D. Vogt, Hui Yang
Gaussian Process Monitoring of Layerwise-Dependent Imaging Data. IEEE Robotics Autom. Lett. 6 (4) (2021)
Bryant Niederriter, Alice Rong, Faisal Aqlan, Hui Yang
Sensor-Based Virtual Reality for Clinical Decision Support in the Assessment of Mental Disorders. CoG (2020)
Zihang Qiu, Farhad Imani, Hui Yang
Hierarchical Gaussian Process Modeling and Estimation of State-action Transition Dynamics in Breast Cancer. EMBC (2020)
Ruimin Chen, Mutong Chen, Hui Yang
Dynamic Physician-patient Matching in the Healthcare System. EMBC (2020)
Haedong Kim, Hui Yang
Statistical Analysis of County-Level Contributing Factors to Opioid-Related Overdose Deaths in the United States. EMBC (2020)
Ruimin Chen, Farhad Imani, Hui Yang
Heterogeneous Recurrence Analysis of Disease-Altered Spatiotemporal Patterns in Multi-Channel Cardiac Signals. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Farhad Imani, Zihang Qiu, Hui Yang
Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer. EMBC (2020)
Haizhou Wang, Hui Yang
Statistical Analysis of Inter-attribute Relationships in Unfractionated Heparin Injection Problems. EMBC (2020)
Zhenggeng Ye, Zhiqiang Cai, Shubin Si, Shuai Zhang, Hui Yang
Competing Failure Modeling for Performance Analysis of Automated Manufacturing Systems With Serial Structures and Imperfect Quality Inspection. IEEE Trans. Ind. Informatics 16 (10) (2020)
Qiulian Wang, Hui Yang
Sensor-Based Recurrence Analysis of Energy Efficiency in Machining Processes. IEEE Access 8 (2020)
Yun Chen, Shijie Su, Hui Yang
Convolutional Neural Network Analysis of Recurrence Plots for Anomaly Detection. Int. J. Bifurc. Chaos 30 (1) (2020)
Alexander Krall, Daniel Finke, Hui Yang
Gradient Mechanism to Preserve Differential Privacy and Deter Against Model Inversion Attacks in Healthcare Analytics. EMBC (2020)
Hui Yang, Soundar R. T. Kumara, Satish T. S. Bukkapatnam, Fugee Tsung
The internet of things for smart manufacturing: A review. IISE Trans. 51 (11) (2019)
Farhad Imani, Ruimin Chen, Conrad Tucker, Hui Yang
Random Forest Modeling for Survival Analysis of Cancer Recurrences. CASE (2019)
Bing Yao, Caitlin McLean, Hui Yang
Robust optimization of dynamic route planning in same-day delivery networks with one-time observation of new demand. Networks 73 (4) (2019)
Jingshan Li, Xiaolan Xie, Jie Song, Hui Yang, Gregory Faraut
Guest Editorial Special Issue on Automation Science and Engineering for Smart and Interconnected Healthcare Delivery Systems. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Bing Yao, Rui Zhu, Hui Yang
Inverse ECG modeling with spatiotemporal regularization for the characterization of myocardial infarctions. BHI (2018)
Bing Yao, Rui Zhu, Hui Yang
Characterizing the Location and Extent of Myocardial Infarctions With Inverse ECG Modeling and Spatiotemporal Regularization. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Gang Liu, Hui Yang
Self-organizing network for variable clustering. Ann. Oper. Res. 263 (1-2) (2018)
Dongping Du, Hui Yang, Andrew R. Ednie, Eric S. Bennett
In-Silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Bing Yao, Farhad Imani, Hui Yang
Markov Decision Process for Image-Guided Additive Manufacturing. IEEE Robotics Autom. Lett. 3 (4) (2018)
Bing Yao, Hui Yang
Constrained Markov Decision Process Modeling for Sequential Optimization of Additive Manufacturing Build Quality. IEEE Access 6 (2018)
Wenxin Tong, Chen Kan, Hui Yang
Sensitivity analysis of wearable textiles for ECG sensing. BHI (2018)
Chen Kan, Hui Yang
Dynamic network monitoring and control of in situ image profiles from ultraprecision machining and biomanufacturing processes. Qual. Reliab. Eng. Int. 33 (8) (2017)
Runyu Mao, Wenxin Tong, Chen Kan, Hui Yang
Heartbeat sensing and control of the 3D LED cube. BHI (2017)
Dongping Du, Hui Yang, Andrew R. Ednie, Eric S. Bennett
Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-Altered Gating of Sodium Channels in Cardiac Myocytes. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Hui Yang, Fabio Leonelli
Self-organizing visualization and pattern matching of vectorcardiographic QRS waveforms. Comput. Biol. Medicine 79 (2016)
Hui Yang, Yun Chen, Fabio Leonelli
Whole heart modeling - Spatiotemporal dynamics of electrical wave conduction and propagation. EMBC (2016)
Chen Kan, Fabio Leonelli, Hui Yang
Map reduce for optimizing a large-scale dynamic network - the Internet of hearts. EMBC (2016)
Bing Yao, Shenli Pei, Hui Yang
Mesh resolution impacts the accuracy of inverse and forward ECG problems. EMBC (2016)
Changqing Cheng, Chen Kan, Hui Yang
Heterogeneous recurrence analysis of heartbeat dynamics for the identification of sleep apnea events. Comput. Biol. Medicine 75 (2016)
Yun Chen, Hui Yang
Sparse Modeling and Recursive Prediction of Space-Time Dynamics in Stochastic Sensor Networks. IEEE Trans Autom. Sci. Eng. 13 (1) (2016)
Hui Yang, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu, Soundar R. T. Kumara
A user-centred approach to information visualisation in nano-health. Int. J. Bioinform. Res. Appl. 12 (2) (2016)
Hui Yang, O. Erhun Kundakcioglu, Daniel Zeng
Healthcare data analytics. Inf. Syst. E Bus. Manag. 13 (4) (2015)
Yun Chen, Hui Yang
charts for monitoring and control of nonlinear dynamic processes. CASE (2015)
Gang Liu, Hui Yang
A self-organizing method for predictive modeling with highly-redundant variables. CASE (2015)
Chen Kan, Kay-Pong Yip, Hui Yang
Two-Phase Greedy Pursuit Algorithm for Automatic Detection and Characterization of Transient Calcium Signaling. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Chen Kan, Yun Chen, Fabio Leonelli, Hui Yang
Mobile sensing and network analytics for realizing smart automated systems towards health Internet of Things. CASE (2015)
Chen Kan, Hui Yang
Network models for monitoring high-dimensional image profiles. CASE (2015)
Yun Chen, Gang Liu, Hui Yang
Sparse particle filtering for modeling space-time dynamics in distributed sensor networks. CASE (2014)
Gang Liu, Chen Kan, Yun Chen, Hui Yang
Model-driven parametric monitoring of high-dimensional nonlinear functional profiles. CASE (2014)
Di Yu, Dongping Du, Hui Yang, Yicheng Tu
Parallel computing simulation of electrical excitation and conduction in the 3D human heart. EMBC (2014)
Yun Chen, Hui Yang
Heterogeneous postsurgical data analytics for predictive modeling of mortality risks in intensive care units. EMBC (2014)
Hui Yang, O. Erhun Kundakcioglu, Jing Li, Teresa Wu, Joseph Ross Mitchell, Amy K. Hara, William Pavlicek, Leland S. Hu, Alvin C. Silva, Christine M. Zwart, Sait Tunc, Oguzhan Alagöz, Elizabeth S. Burnside, W. Art Chaovalitwongse, Georgiy Presnyakov, Yulian Cao, Sirirat Sujitnapitsatham, Daehan Won, Tara M. Madhyastha, Kurt E. Weaver, Paul R. Borghesani, Thomas J. Grabowski, Lianjie Shu, Man Ho Ling, Shui Yee Wong, Kwok-Leung Tsui
Healthcare Intelligence: Turning Data into Knowledge. IEEE Intell. Syst. 29 (3) (2014)
Dongping Du, Hui Yang, Sarah A. Norring, Eric S. Bennett
In-Silico Modeling of Glycosylation Modulation Dynamics in hERG Ion Channels and Cardiac Electrical Signals. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Lemin Xiao, Roger Xu
A user centered approach to developing information visualization module for NEIMiner. BIBM (2013)
Yun Chen, Hui Yang
A comparative analysis of alternative approaches for quantifying nonlinear dynamics in cardiovascular system. EMBC (2013)
Hui Yang, Satish T. S. Bukkapatnam, Leandro G. Barajas
Continuous flow modelling of multistage assembly line system dynamics. Int. J. Comput. Integr. Manuf. 26 (5) (2013)
Gang Liu, Hui Yang
Multiscale Adaptive Basis Function Modeling of Spatiotemporal Vectorcardiogram Signals. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Hui Yang, Soundar R. T. Kumara, Kaizhi Tang, Xiong Liu, Zheng Chen, Roger Xu
Investigating nanomaterial toxicity bibliography: A network analysis approach. BIBM (2013)
Yun Chen, Hui Yang
Wavelet packet analysis of disease-altered recurrence dynamics in the long-term spatiotemporal vectorcardiogram (VCG) signals. EMBC (2013)
Hui Yang, Chen Kan, Gang Liu, Yun Chen
Spatiotemporal Differentiation of Myocardial Infarctions. IEEE Trans Autom. Sci. Eng. 10 (4) (2013)
Lemin Xiao, Kaizhi Tang, Xiong Liu, Hui Yang, Zheng Chen, Roger Xu
Information extraction from nanotoxicity related publications. BIBM (2013)
Chen Kan, Hui Yang
Dynamic spatiotemporal warping for the detection and location of myocardial infarctions. CASE (2012)
Dongping Du, Hui Yang, Sarah A. Norring, Eric S. Bennett
Multi-scale modeling of glycosylation modulation dynamics in cardiac electrical signaling. EMBC (2011)
Hui Yang, Satish T. S. Bukkapatnam, Leandro G. Barajas
Local recurrence based performance prediction and prognostics in the nonlinear and nonstationary systems. Pattern Recognit. 44 (8) (2011)
Hui Yang
Multiscale Recurrence Quantification Analysis of Spatial Cardiac Vectorcardiogram Signals. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Utkarsh Mittal, Hui Yang, Satish T. S. Bukkapatnam, Leandro G. Barajas
Dynamics and performance modeling of multi-stage manufacturing systems using nonlinear stochastic differential equations. CASE (2008)