Books

Hui Yang and Bing Yao, 2024, Sensing, Modeling and Optimization of Cardiac Systems, pp. 1-112

Hui Yang, Robin Qiu and Weiwei Chen, 2022, AI and Analytics for Public Health, pp. 1-473

Hui Yang, Robin Qiu and Weiwei Chen, 2019, Smart Service Systems, Operations Management, and Analytics, Springer, Berlin, Germany, pp. 278

Hui Yang and Robin Qiu, 2018, Advances in Service Science, Springer, Berlin, Germany, pp. 235

Hui Yang and Eva Lee, 2016, Healthcare Data Analytics: From Data to Knowledge to Healthcare Improvement, Wiley, New York, USA, pp. 632

Journal Articles

Alexander Krall, Daniel Finke and Hui Yang, 2024, "Distributed Cryptosystem for Service-oriented Smart Manufacturing", IISE Transactions, pp. 1--47

Hankang Lee and Hui Yang, 2024, "Digital Twinning and Optimization of Manufacturing Process Flows", ASME Journal of Manufacturing Science and Engineering, pp. 1--15

Hankang Lee, Daniel Finke and Hui Yang, 2024, "Privacy-preserving Neural Networks for Smart Manufacturing", ASME Computing and Information Science in Engineering, 24, (7), pp. 14

Haedong Kim, Tyler Hartleb, Khalid Bello, Faisal Aqlan, Richard Zhao and Hui Yang, 2024, "Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games", Journal of Computing and Information Science in Engineering, 24, (3)

Siqi Zhang, Yan Lu and Hui Yang, 2024, "Multiscale basis modeling of 3D melt-pool morphological variations for manufacturing process monitoring", The International Journal of Advanced Manufacturing Technology, pp. 1-12

Runsang Liu and Hui Yang, 2023, "Multimodal probabilistic modeling of melt pool geometry variations in additive manufacturing", Additive Manufacturing, 61, pp. 103375

Alexander Krall, Daniel Finke and Hui Yang, 2023, "Virtual Sensing Network for Statistical Process Monitoring", IISE Transactions, pp. 1--23

Hui Yang, Joni Reijonen and Alejandro Revuelta, 2023, "Multi-resolution Quality Inspection of Layerwise Builds for Metal 3D Printer-and-Scanner", ASME Journal of Manufacturing Science and Engineering, pp. 1--15

Zhenggeng Ye, Zhiqiang Cai, Hui Yang, Shubin Si and Fuli Zhou, 2023, "Joint optimization of maintenance and quality inspection for manufacturing networks based on deep reinforcement learning", Reliability Engineering \& System Safety, 236, pp. 109290

Hui Yang, 2023, "Mining Nonlinear Dynamics in Operational Data for Process Improvement", pp. 109--132

Haedong Kim, Hui Yang, Andrew R Ednie and Eric S Bennett, 2023, "Model-guided concurrent data assimilation for calibrating cardiac ion-channel kinetics", IISE Transactions on Healthcare Systems Engineering, pp. 1--14

Cheng-Bang Chen, Yujie Wang, Xuanya Fu and Hui Yang, 2023, "Recurrence Network Analysis of Histopathological Images for the Detection of Invasive Ductal Carcinoma in Breast Cancer", IEEE/ACM transactions on computational biology and bioinformatics

Omran Alomran, Robin Qiu and Hui Yang, 2023, "Hierarchical clinical decision support for breast cancer care empowered with Bayesian networks", Digital Transformation and Society, 13, pp. 1-18

Shijie Su, Ting Xue, Yun Chen and Hui Yang, 2022, "Harmonic control of a dual-valve hydraulic servo system with dynamically allocated flows", Asian Journal of Control

Zhenggeng Ye, Shubin Si, Hui Yang, Zhiqiang Cai and Fuli Zhou, 2022, "Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis", IEEE Transactions on Industrial Informatics, 18, (8), pp. 5067--5076

Byeong-Min Roh, Soundar RT Kumara, Hui Yang, Timothy W Simpson, Paul Witherell, Albert T Jones and Yan Lu, 2022, "Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing", Journal of Computing and Information Science in Engineering, 22, (6), pp. 060905

Rui Zhu, Faisal Aqlan, Richard Zhao and Hui Yang, 2022, "Sensor-based modeling of problem-solving in virtual reality manufacturing systems", Expert Systems with Applications, 201, pp. 117220

Hui Yang, Siqi Zhang, Yan Lu, Paul Witherell and Soundar Kumara, 2022, "Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing", IEEE Robotics and Automation Letters, 7, (3), pp. 8249--8256

Haedong Kim, Hui Yang, Andrew Ednie and Eric Bennett, 2022, "Simulation modeling of reduced glycosylation effects on potassium channels of mouse cardiomyocytes", Frontiers in Physiology, 13, pp. 1-12

Runsang Liu and Hui Yang, 2021, "Spatial Tessellation of Infectious Disease Spread for Epidemic Decision Support", IEEE Robotics and Automation Letters, 7, (1), pp. 626-633

Hui Yang, 2021, "Markov Chains for Fault-Tolerance Modeling of Stochastic Networks", IEEE Transactions on Automation Science and Engineering, pp. 1-16

Zhenggeng Ye, Shubing Si, Hui Yang, Zhiqiang Cai and Fuli Zhou, 2021, "Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis", IEEE Transactions on Industrial Informatics, pp. 1-10

Hui Yang, Ruimin Chen and Soundar Kumara, 2021, "Stable Matching of Customers and Manufacturers for Sharing Economy of Additive Manufacturing", Journal of Manufacturing Systems, 61, pp. 288-299

Runsang Liu, Bryan Vogt and Hui Yang, 2021, "Gaussian Process Monitoring of Layerwise-dependent Imaging Data", IEEE Robotics and Automation Letters, 6, (4), pp. 8029 - 8036

Ruimin Chen, Yan Lu, Paul Witherell, Soundar Kumara, Timothy Simpson and Hui Yang, 2021, "Ontology-driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing", IEEE Robotics and Automation Letters, 6, (3), pp. 8029-8036

Hui Yang, Prahalad Rao, Timothy Simpson, Yan Lu, Witherell Paul, Abdalla Nassar, Edward Reutzel and Soundar Kumara, 2021, "Six-sigma Quality Management of Additive Manufacturing", Proceedings of the IEEE, pp. 1-30

Bing Yao, Yun Chen and Hui Yang, 2021, "Constrained Markov Decision Process Modeling for Optimal Sensing of Cardiac Events in Mobile Health", IEEE Transactions on Automation Science and Engineering, pp. 1-13

Ruimin Chen, Parahalad Rao, Yan Lu, Ted Reutzel and Hui Yang, 2021, "Recurrence Network Analysis of Design-quality Interactions in Additive Manufacturing", Additive Manufacturing, pp. 1-13

Shenli Pei, Kaifeng Wang, Cheng-bang Chen, Jingjing Li, Yan Li and Hui Yang, 2021, "Process-structure-property analysis of short carbon fiber reinforced polymer composite via fused filament fabrication", Journal of Manufacturing Processes, 64, pp. 544-556

Bing Yao and Hui Yang, 2020, "Spatiotemporal Regularization for Inverse Electrocardiography", IISE Transactions on Healthcare Systems Engineering, pp. 1-14

Hui Yang, Chen Kan, Alexander Krall and Daniel Finke, 2020, "Network Modeling and Internet of Things for Smart and Connected Health Systems— A Case Study for Smart Heart Health Monitoring and Management", IISE Transactions on Healthcare Systems Engineering, pp. 159-171

Hui Yang, Runsang Liu and Soundar Kumara, 2020, "Self-organizing network modelling of 3D objects", CIRP Annals - Manufacturing Technology, pp. 1-6

Zhenggeng Ye, Zhiqiang Cai, Shubing Si, Shuai Zhang and Hui Yang, 2020, "Competing Failure Modeling for Performance Analysis of Automated Manufacturing Systems with Serial Structures and Imperfect Quality Inspection", IEEE Transactions on Industrial Informatics, 16, (10), pp. 6476-6486

Qianyu Hu, Ruimin Chen, Hui Yang and Soundar Kumara, 2020, "Privacy-Preserving Data Mining for Smart Manufacturing", ASTM Journal of Smart and Sustainable Manufacturing Systems, 4, (2), pp. 99-120

Qiulian Wang and Hui Yang, 2020, "Sensor-based recurrence analysis of energy efficiency in machining processes", IEEE Access, 8, (1), pp. 18326 - 18336

Faisal Aqlan and Hui Yang, 2020, "Detecting mental disorders with sensor-based virtual reality", IISE Magazine, 52, (10), pp. 32-35

Alexander Krall, Daniel Finke and Hui Yang, 2020, "Mosaic Privacy-preserving Mechanisms for Healthcare Analytics", IEEE Journal of Biomedical and Health Informatics, pp. 1-10

Zhenggeng Ye, Hui Yang, Zhiqiang Cai, Shubin Si and Fuli Zhou, 2020, "Performance Evaluation of Serial-parallel Manufacturing Systems Based on the Impact of Heterogeneous Feedstocks on Machine Degradation", Reliability Engineering and System Safety, 207, pp. 107319

Reza Yazdi, Farhad Imani and Hui Yang, 2020, "A hybrid deep learning model of process-build interactions in additive manufacturing", Journal of Manufacturing Systems, 57, pp. 460-468

Adam Meyers, Mohammed Buqammaz and Hui Yang, 2020, "Cross Recurrence Analysis for Pattern Matching of Multidimensional Physiological Signals", Chaos, 30, (12), pp. 123125

Shenli Pei, Kaifeng Wang, Jingjing Li, Yang Li, Danielle Zeng, Xuming Su and Hui Yang, 2020, "Mechanical properties prediction of injection molded short/long carbon fiber reinforced polymer composites using micro X-ray computed tomography", Composites, 130, pp. 105732

Yun Chen and Hui Yang, 2020, "Convolutional neural network analysis of recurrence plots for anomaly detection", International Journal of Bifurcation and Chaos, 30, (1), pp. 2050002-1-13

A Gaikwad, Farhad Imani, Hui Yang, Edward Reutzel and Prahalada Rao, 2019, "Prediction of Build Quality in Laser Powder Bed Fusion using Deep Learning of In-Situ Images", ASTM Journal of Smart and Sustainable Manufacturing Systems, 3, (1), pp. 98-121

Farhad Imani, Ruimin Ruimin, Evan Diewald, Edward Reutzel and Hui Yang, 2019, "Deep learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control", ASME Journal of Manufacturing Science and Engineering, 141, (11), pp. 111001-12

Yun Chen, Shiji Su and Hui Yang, 2019, "Multi-sensor Data Fusion for Online Quality Assurance in Flash Welding Processes", Procedia Manufacturing, 34, (1), pp. 857-866

Hui Yang, Soundar R Tirupatikumara, Satish T.S. Bukkapatnam and Fugee Tsung, 2019, "The internet of things for smart manufacturing – a review", IISE Transactions, 51, (11), pp. 1190-1216

Hui Yang, Cheng-bang Chen and Soundar Kumara, 2019, "Heterogeneous Recurrence Analysis of Spatial Data", Chaos: An Interdisciplinary Journal of Nonlinear Science, 30, (1), pp. 1-15

Ruimin Chen, Farhad Imani and Hui Yang, 2019, "Heterogeneous recurrence analysis of disease-altered spatiotemporal patterns in multi-channel cardiac signals", IEEE Journal of Biomedical and Health Informatics, pp. 1-12

Farhad Imani, Changqing Chen and Hui Yang, 2019, "Nested Gaussian Process Modeling and Imputation of High-dimensional Incomplete Data Under Uncertainty", IISE Transactions on Healthcare Systems Engineering, 10, (2), pp. 1-12

Farhad Imani, Bing Yao, Ruimin Chen, Prahalada Rao and Hui Yang, 2019, "Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control", ASME Journal of Manufacturing Science and Engineering, 141, (4), pp. 044501-1-9

Bing Yao, Jenny Mclean and Hui Yang, 2019, "Robust optimization of dynamic route planning in same-day delivery networks with one-time observation of new demand", Networks, 73, (4), pp. 434-452

Bing Yao, Farhad Imani and Hui Yang, 2018, "Markov decision process for image-guided additive manufacturing", IEEE Robotics and Automation Letters, 3, (4), pp. 2792-2798

Farhad Imani, A. Gaikwad, Prahalad Rao, Hui Yang and Ted Reutzel, 2018, "Process mapping and in-process monitoring of porosity in laser powder bed fusion using layerwise optical imaging", ASME Journal of Manufacturing Science and Engineering, 140, (10), pp. 101009-1-14

S. Pei, K. Wang, Y. Li, D. Zeng, X. Su, Jingjing Li and Hui Yang, 2018, "Spatiotemporal characterization of 3D fracture behavior of carbon-fiber-reinforced polymer composites", Composite Structures, 203, (11), pp. 30-37

Cheng-bang Chen, Hui Yang and Soundar R Tirupatikumara, 2018, "Recurrence network modeling and analysis of spatial data", Chaos: An Interdisciplinary Journal of Nonlinear Science, 28, (8), pp. 1-12

Bing Yao and Hui Yang, 2018, "Constrained Markov decision process modeling for sequential optimization of additive manufacturing", IEEE Access, 3, (4), pp. 54786-54794

Chen Kan, Hui Yang and Soundar R Tirupatikumara, 2018, "Parallel Computing and Network Analytics for Fast Internet-of-Things (IOT) Machine Information Processing and Condition Monitoring", Journal of Manufacturing Systems, 46, pp. 282-293

Changqing Cheng and Hui Yang, 2018, "Multi-Scale Graph Modeling and Analysis of Locomotion Dynamics Towards Sensor-based Dementia Assessment", IISE Transactions on Healthcare Systems Engineering, 9, (1), pp. 95-102

Rui Zhu, Bing Yao and Hui Yang, 2018, "Optimal Sensor Placement for Space-Time Potential Mapping and Data Fusion", IEEE Sensor Letters, 3, (1), pp. 1-4

Cheng-bang Chen, Hui Yang and Soundar R Tirupatikumara, 2018, "A Novel Pattern-Frequency Tree for Multi-sensor Signal Fusion and Transition Analysis of Nonlinear Dynamics", IEEE Sensor Letters, 3, (1), pp. 1-4

Ruimin Chen, Farhad Imani and Hui Yang, 2018, "From Design Complexity to Build Quality in Additive Manufacturing - A Sensor-based Perspective", IEEE Sensor Letters, 3, (1), pp. 1-4

Jingshan Li, Xiaolan Xie, Jie Song, Hui Yang and George Faraut, 2018, "Guest Editorial Special Issue on Automation Science and Engineering for Smart and Interconnected Healthcare Delivery Systems", IEEE Transactions on Automation Science and Engineering, 16, (1), pp. 2-5

Bing Yao, Rui Zhu and Hui Yang, 2017, "Characterizing the Location and Extent of Myocardial Infarctions with Inverse ECG Modeling and Spatiotemporal Regularization", IEEE Journal of Biomedical and Health Informatics, 22, (5), pp. 1445-1455

Bing Yao, Farhad Imani, Aniket Sakpal, Ted Reutzel and Hui Yang, 2017, "Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing", ASME Journal of Manufacturing Science and Engineering, 140, (3), pp. 031014-1-20

Dongping Du, Hui Yang, Andrew Ednie and Eric Bennett, 2017, "In-silico modeling of the functional role of reduced sialylation in sodium and potassium channel gating of mouse ventricular myocytes", IEEE Journal of Biomedical and Health Informatics, 22, (2), pp. 631-639

Chen Kan and Hui Yang, 2017, "Image-guided Quality Control of Biomanufacturing Process", Procedia CIRP, 65, (1), pp. 168-174

Gang Liu and Hui Yang, 2017, "Self-organizing network for variable clustering", Annuals of Operations Research, 263, (1), pp. 119-140

Chen Kan and Hui Yang, 2017, "Dynamic network monitoring and control of high-dimensional imaging profiles", Quality and Reliability Engineering International, 33, (8), pp. 2003-2022

Hui Yang and Fabio Leonelli, 2016, "Self-organizing visualization and pattern matching of vectorcardiographic QRS waveforms", Computers in Biology and Medicine, 79, (1), pp. 1-9

Yun Chen and Hui Yang, 2016, "Heterogeneous recurrence representation and quantification of dynamic transitions in continuous nonlinear processes", European Physics Journal - Complex Systems, 89, (6), pp. 1-11

Chen Kan, Changqing Cheng and Hui Yang, 2016, "Heterogeneous recurrence monitoring of dynamic transients in ultraprecision machining processes", Journal of Manufacturing Systems, 41, (1), pp. 178-187

Yun Chen and Hui Yang, 2016, "Numerical simulation and pattern characterization of spatiotemporal dynamics on fractal surfaces for the whole-heart modeling applications", European Physical Journal - Complex Systems, 89, (181), pp. 1-16

Changqing Cheng, Chen Kan and Hui Yang, 2016, "Heterogeneous recurrence modeling and analysis of heartbeat dynamics for the identification of sleep apnea events", Computers in Biology and Medicine, 75, (1), pp. 10-18

Yun Chen and Hui Yang, 2016, "A novel information-theoretic approach for variable clustering and predictive modeling using Dirichlet process mixtures", Scientific Reports, 6, (1), pp. 38913-1-13

Bing Yao and Hui Yang, 2016, "Physics-driven spatiotemporal regularization for high-dimensional predictive modeling", Scientific Reports, 6, (1), pp. 39012-1-13

M. Plumlee, V.R. Joseph and Hui Yang, 2015, "Calibrating functional parameters in the ion channel models of cardiac cells", Journal of the American Statistical Association, 111, (514), pp. 500-509

Yun Chen and Hui Yang, 2015, "Sparse Modeling and Recursive Prediction of Space–Time Dynamics in Stochastic Sensor Networks", IEEE Transactions on Automation Science and Engineering, 13, (1), pp. 215-226

Dongping Du, Hui Yang, Andrew Ednie and Eric Bennett, 2015, "Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-altered Gating of Sodium Channels in Cardiac Myocytes", IEEE Journal of Biomedical and Health Informatics, 20, (5), pp. 1439-1452

Changqing Cheng, Akkarapol Sa-ngasoongsong, Omer Beyca, Trung Le, Hui Yang, Zhenyu Kong and Satish TS Bukkapatnam, 2015, "Time Series Forecasting for Nonlinear and Nonstationary Processes: A Review and Comparative Study", IIE Transactions, 47, (10), pp. 1053–1071

Chen Kan, Kay-Pong Yip and Hui Yang, 2015, "Two-Phase Greedy Pursuit Algorithm for Automatic Detection and Characterization of Transient Calcium Signaling", IEEE Journal of Biomedical and Health Informatics, 19, (2), pp. 687–697

Hui Yang, Erhun Kundakcioglu and Daniel Zeng, 2015, "Healthcare data analytics", Information Systems and e-Business Management, 13, (4), pp. 595-597

Hui Yang and Erhun Kundakcioglu, 2014, "Healthcare Intelligence: Turning Data into Knowledge", IEEE Intelligent Systems, 29, (3), pp. 54–68

Hui Yang and Yun Chen, 2014, "Heterogeneous recurrence monitoring and control of nonlinear stochastic processes", Chaos: An Interdisciplinary Journal of Nonlinear Science, 24, (1), pp. 013138-1-19

Dongping Du, Hui Yang, Sarah A Norring and Eric S Bennett, 2014, "In-silico modeling of glycosylation modulation dynamics in hERG ion channels and cardiac electrical signals", IEEE Journal of Biomedical and Health Informatics, 18, (1), pp. 205–214

Sarah A Norring, Andrew R Ednie, Tara A Schwetz, Dongping Du, Hui Yang and Eric S Bennett, 2013, "Channel sialic acids limit hERG channel activity during the ventricular action potential", The FASEB Journal, 27, (2), pp. 622–631

Hui Yang, Satish TS Bukkapatnam and Leandro G Barajas, 2013, "Continuous flow modelling of multistage assembly line system dynamics", International Journal of Computer Integrated Manufacturing, 26, (5), pp. 401–411

Gang Liu and Hui Yang, 2013, "Multiscale adaptive basis function modeling of spatiotemporal vectorcardiogram signals", IEEE Journal of Biomedical and Health Informatics, 17, (2), pp. 484–492

Hui Yang and Gang Liu, 2013, "Self-organized topology of recurrence-based complex networks", Chaos: An Interdisciplinary Journal of Nonlinear Science, 23, (4), pp. 043116-1-12

Hui Yang, Chen Kan, Gang Liu and Yun Chen, 2013, "Spatiotemporal Differentiation of Myocardial Infarctions", IEEE Transactions on Automation Science and Engineering, 10, (4), pp. 938–947

Hui Yang, Satish TS Bukkapatnam, Trung Le and Ranga Komanduri, 2012, "Identification of myocardial infarction (MI) using spatio-temporal heart dynamics", Medical engineering & physics, 34, (4), pp. 485–497

Yun Chen and Hui Yang, 2012, "Multiscale recurrence analysis of long-term nonlinear and nonstationary time series", Chaos, Solitons & Fractals, 45, (7), pp. 978–987

Yun Chen and Hui Yang, 2012, "Self-organized neural network for the quality control of 12-lead ECG signals", Physiological measurement, 33, (9), pp. 1399

Hui Yang, Satish TS Bukkapatnam and Ranga Komanduri, 2012, "Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals", Biomedical engineering online, 11, (16), pp. 1–15

Hui Yang, Satish TS Bukkapatnam and Leandro G Barajas, 2011, "Local recurrence based performance prediction and prognostics in the nonlinear and nonstationary systems", Pattern Recognition, 44, (8), pp. 1834–1840

Hui Yang, 2011, "Multiscale recurrence quantification analysis of spatial cardiac vectorcardiogram signals", IEEE Transactions on Biomedical Engineering, 58, (2), pp. 339–347

Drew Dawson, Hui Yang, Milind Malshe, Satish TS Bukkapatnam, Bruce Benjamin and Ranga Komanduri, 2009, "Linear affine transformations between 3-lead (Frank XYZ leads) vectorcardiogram and 12-lead electrocardiogram signals", Journal of electrocardiology, 42, (6), pp. 622–630

Satish Bukkapatnam, Ranga Komanduri, Hui Yang, Prahalad Rao, Wen-Chen Lih, Milind Malshe, Lionel M Raff, Bruce Benjamin and Mark Rockley, 2008, "Classification of atrial fibrillation episodes from sparse electrocardiogram data", Journal of electrocardiology, 41, (4), pp. 292–299

Hui Yang, ST Bukkapatnam and R Komanduri, 2007, "Nonlinear adaptive wavelet analysis of electrocardiogram signals", Physical Review E, 76, (2), pp. 026214-1-8

Adam Meyers and Hui Yang, , "Markov Chains for Fault-Tolerance Modeling of Stochastic Sensor Networks", IEEE Transactions on Automation Science and Engineering

Conference Proceedings

Hui Yang, Siqi Zhang, Yan Lu and P. Witherell, 2022, "Spatiotemporal Monitoring of Melt-pool Variations in Metal-based Additive Manufacturing", Proceedings of the 2022 18th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1-8

Byeong-Min Roh, Hui Yang, Timothy W Simpson, Albert T Jones and Paul Witherell, 2022, "A Hierarchical V-Network Framework for Part Qualification in Metal Additive Manufacturing"

Hannah Sloan, Richard Zhao, Faisal Aqlan, Hui Yang and Rui Zhu, 2022, "Adaptive Virtual Assistant for Virtual Reality-based Remote Learning"

Rui Zhu, Faisal Aqlan, Richard Zhao and Hui Yang, 2021, "Eye-Track Modeling of Problem-Solving in Virtual Manufacturing Environments", Proceedings of ASEE Annual Conference and Expo, pp. 1-17

Zhuo Yang, Yan Lu, S Li, J. Li, Hui Yang and S. Krishnamurty, 2021, "In-Process Data Fusion for Process Monitoring and Control of Metal Additive Manufacturing", Proceedings of 2021 ASME IDETC/CIE, pp. 71813

Roh Byeong-Min, Kumara, Hui Yang, T Simpson, P Witherell and Yan Lu, 2021, "In-Situ Observation Selection for Quality Management in Metal Additive Manufacturing", Proceedings of 2021 ASME IDETC/CIE, pp. 70035

Ruimin Chen, Yan Lu, P. Witherell, T. Simpson, S Kumara and Hui Yang, 2021, "Bayesian Ontology Network for Diagnostic Inference of Additive Manufacturing", Proceedings of the 2021 17th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1-8

Runsang Liu, Bryan Vogt and Hui Yang, 2021, "Spatiotemporal Gaussian Process for Layerwise Monitoring of Additive Manufacturing", Proceedings of the 2021 17th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1-8

Siqi Zhang, Marta Ventura and Hui Yang, 2021, "Network Modeling and Analysis of COVID-19 Testing Strategies", Proceedings of 2021 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 1-6

Siqi Zhang, Sihan Yang and Hui Yang, 2021, "Statistical Analysis of Spatial Network Characteristics in Relation to COVID-19 Transmission Risks in US Counties", Proceedings of 2021 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 1-6

Siqi Zhang and Hui Yang, 2021, "Spatial Modeling and Analysis of Human Traffic and Infectious Virus Spread in Community Networks", Proceedings of 2021 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 1-6

Zhenggeng Ye, Zhiqiang Cai and Hui Yang, 2020, "Reliability Analysis of Manufacturing Machine with Degradation and Low-quality Feedstocks", Proceedings of 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, pp. 1-6

Bryant Niederriter, Alice Rong, Faisal Aqlan and Hui Yang, 2020, "Sensor-Based Virtual Reality for Clinical Decision Support in the Assessment of Mental Disorders", Proceedings of the 2020 IEEE Conference on Games, pp. 1-6

Shubo Lyu, Hui Yang, Stephen Piazza, Danielle Downs and Andris Freivalds, 2020, "Recurrence Quantification Analysis of Postural Stability with Pendant-Based IMU under Varying Balance Conditions", Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care, 9, (1), pp. 243-247

Alexander Krall, Daniel Finke and Hui Yang, 2020, "Gradient Mechanism to Preserve Differential Privacy and Deter Against Model Inversion Attacks in Healthcare Analytics", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Haedong Kim and Hui Yang, 2020, "Statistical Analysis of County-Level Contributing Factors to Opioid-Related Overdose Deaths in the United States", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Haizhou Wang and Hui Yang, 2020, "Statistical Analysis of Inter-attribute Relationships in Unfractionated Heparin Injection Problems", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Farhad Imani, Zihang Qiu and Hui Yang, 2020, "Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Zihang Qiu, Farhad Imani and Hui Yang, 2020, "Hierarchical Gaussian Process Modeling and Estimation of State-action Transition Dynamics in Breast Cancer", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Ruimin Chen, Mutong Chen and Hui Yang, 2020, "Dynamic Physician-patient Matching in the Healthcare System", Proceedings of the 2020 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1-6

Gail Kosienski, Saaman Khalilollahi, Zachary Gabel, Faisal Aqlan and Hui Yang, 2020, "Online and Interactive Simulations to Teach Manufacturing and Supply Chain", Proceedings of the 2020 IISE Annual Conference, pp. 1–6

Faisal Aqlan, Richard Zhao and Hui Yang, 2020, "A Virtual Learning Factory for Advanced Manufacturing", Proceedings of the 2020 Winter Simulation Conference, pp. 1–6

A. Gaikwad, Farhad Imani, Prahalad Rao and Hui Yang, 2019, "Design Rules and In-situ Quality Monitoring of Thin-wall Features Made Using Laser Powder Bed Fusion", Proceedings of NAMRC/MSEC 2019, pp. 1–6

Farhad Imani, Ruimin Chen, Evan Diewald, Edward Reutzel and Hui Yang, 2019, "Image-guided Variant Geometry Analysis of Layerwise Build Quality in Additive Manufacturing", Proceedings of NAMRC/MSEC 2019, pp. 1–6

Farhad Imani, Ruimin Chen, Conrad Tucker and Hui Yang, 2019, "Random Forest Modeling for Survival Analysis of Cancer Recurrences", Proceedings of the 2019 15th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1–6

Wenxin Tong, Chen Kan and Hui Yang, 2018, "Sensitivity Analysis of Wearable Textiles for ECG Sensing", Proceedings of the 2018 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 157-160

Bing Yao, Rui Zhu and Hui Yang, 2018, "Inverse ECG Modeling with Spatiotemporal Regularization for the Characterization of Myocardial Infarctions", Proceedings of the 2018 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 120-123

Farhad Imani, Bing Yao, Ruimin Chen, Prahalad Rao and Hui Yang, 2018, "Fractal Pattern Recognition of Image Profiles for Manufacturing Process Monitoring and Control", Proceedings of NAMRC/MSEC 2018, pp. 1–6

Farhad Imani, A. Gaikwad, M. Montazeri, Prahalad Rao and Hui Yang, 2018, "Layerwise In-process Quality Monitoring in Laser Powder Bed Fusion", Proceedings of NAMRC/MSEC 2018, pp. 1–6

Runyu Mao, Wenxin Tong, Chen Kan and Hui Yang, 2017, "Heartbeat Sensing and Control of 3D LED Cube", Proceedings of the 2017 IEEE International Conference on Biomedical and Health Informatics (BHI), pp. 1–4

Chen Kan, Fabio Leonelli and Hui Yang, 2016, "Map Reduce for Optimizing a Large-Scale Dynamic Network – Internet of Hearts", Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 2962-2965

Hui Yang, Yun Chen and Fabio Leonelli, 2016, "Whole Heart Modeling – Spatiotemporal Dynamics of Electrical Wave Conduction and Propagation", Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 5575-5578

Yao Bing and Hui Yang, 2016, "Mesh Resolution Impacts the Accuracy of Inverse and Forward ECG problems", Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), pp. 4047-4050

Yun Chen and Hui Yang, 2015, "Sparse particle filtering for modeling space-time dynamics in stochastic sensor networks", Proceedings of 2015 Industrial and Systems Engineering Research Conference (ISERC), pp. 626–631

Yun Chen and Hui Yang, 2015, "Heterogeneous Recurrence Monitoring and Control of Nonlinear Stochastic Processes", Proceedings of 2015 Industrial and Systems Engineering Research Conference (ISERC), pp. 1–6

Chen Kan and Hui Yang, 2015, "Dynamic Network Monitoring of Image Profiles in Complex Manufacturing Processes", Proceedings of 2015 Industrial and Systems Engineering Research Conference (ISERC), pp. 1-6

Gang Liu and Hui Yang, 2015, "A Self-organizing Method for Predictive Modeling with Highly-redundant Variables", Proceedings of the 11th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1084-1089

Yun Chen and Hui Yang, 2015, "Heterogeneous Recurrence T2 Charts for Monitoring and Control of Nonlinear Dynamic Processes", Proceedings of the 11th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1066-1071

Chen Kan, Yun Chen and Hui Yang, 2015, "Mobile Sensing and Network Analytics for Realizing Smart Automated Systems towards Health Internet of Things", Proceedings of the 11th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1072-1077

Chen Kan and Hui Yang, 2015, "Network Models for Monitoring High-dimensional Image Profiles", Proceedings of the 11th Annual IEEE Conference on Automation Science and Engineering (CASE), pp. 1078-1083

Yun Chen and Hui Yang, 2014, "Heterogeneous postsurgical data analytics for predictive modeling of mortality risks in intensive care units", Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4310–4314

Gang Liu, Chen Kan, Yun Chen and Hui Yang, 2014, "Model-driven parametric monitoring of high-dimensional nonlinear functional profiles", Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), pp. 722–727

Di Yu, Dongping Du, Hui Yang and Yicheng Tu, 2014, "Parallel computing simulation of electrical excitation and conduction in the 3D human heart", Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4315–4319

Yun Chen, Gang Liu and Hui Yang, 2014, "Sparse particle filtering for modeling space-time dynamics in distributed sensor networks", Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), pp. 626–631

Gang Liu and Hui Yang, 2014, "Self-organized Recurrence Networks", Proceedings of 2014 Industrial and Systems Engineering Research Conference (ISERC), pp. 149-155

Yun Chen and Hui Yang, 2013, "A comparative analysis of alternative approaches for quantifying nonlinear dynamics in cardiovascular system", Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2599–2602

Yun Chen and Hui Yang, 2013, "Wavelet packet analysis of disease-altered recurrence dynamics in the long-term spatiotemporal vectorcardiogram (VCG) signals", Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2595–2598

Chen Kan and Hui Yang, 2012, "Dynamic spatiotemporal warping for the detection and location of myocardial infarctions", Proceedings of 2012 IEEE International Conference on Automation Science and Engineering (CASE), pp. 1046–1051

Hui Yang and Y. Chen, 2012, "Nonlinear modeling of spiral formation and turbulent patterns on fractal surfaces of the heart", Proceedings of 2012 Industrial Engineering Research Conference (IERC), pp. 1-10

Dongping Du, Hui Yang, Sarah A Norring and Eric S Bennett, 2011, "Multi-scale modeling of glycosylation modulation dynamics in cardiac electrical signaling", Proceedings of 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 104–107

Hui Yang and Satish TS Bukkapatnam, 2010, "Multiscale recurrence analysis of complex physiological rhythmic dynamics", Proceedings of 2010 Industrial and Systems Engineering Research Conference (ISERC), pp. 1-6

Hui Yang and Satish TS Bukkapatnam, 2009, "Recurrence based performance prediction and prognostics in complex manufacturing systems", Proceedings of 2009 Industrial and Systems Engineering Research Conference (ISERC), pp. 1453-1459

Utkarsh Mittal, Hui Yang, Satish TS Bukkapatnam and Leandro G Barajas, 2008, "Dynamics and performance modeling of multi-stage manufacturing systems using nonlinear stochastic differential equations", Proceedings of 2008 IEEE International Conference on Automation Science and Engineering (CASE), pp. 498–503

Hui Yang, Milind Malshe, Satish TS Bukkapatnam and Ranga Komanduri, 2008, "Recurrence quantification analysis and principal components in the detection of myocardial infarction from vectorcardiogram signals", Proceedings of the 3rd INFORMS Workshop on Data Mining and Health Informatics, pp. 1-8

Other

S. T. S Bukkapatnam, Hui Yang and L. G. Barajas, 2007, "Nonlinear stochastic dynamic modeling of automotive assembly process for real-time throughput prediction in GM assembly line segments", General Motors R&D Report

Hui Yang, S. T. S Bukkapatnam and L. G. Barajas, 2006, "A nonlinear dynamic modeling of automotive assembly process: application to continuous flow modeling of a GM assembly line segment", General Motors R&D Report

• September 2015 - February 2020, "CAREER: Sensor-based Modeling and Control of Nonlinear Dynamics in Complex Systems for Quality Improvements in Manufacturing and Healthcare," (Sponsor: National Science Foundation).

• September 2016 - August 2019, "EAGER/Collaborative Research: Sensing, Modeling and Optimization of Postoperative Heart Health Management," (Sponsor: National Science Foundation).

• October 2015 - July 2017, "Collaborative Research: Physical-Statistical Modeling and Optimization of Cardiovascular System," (Sponsor: National Science Foundation).

• Schreyer Distinguished Honors Faculty, Schreyer Honors College, 2020 - 2022

• Best Track Paper Award in Work Systems, IISE Annual Conference 2022, May 2022 - 2022

• Best Track Paper Award in Human Factors and Ergonomics, IISE Annual Conference 2021, May 2021 - 2021

• NSF CAREER award, National Science Foundation, 2015

• Fellow Award, IISE, May 2021

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