Journal Publications:

(1) Yun Chen and Hui Yang*, A Novel Information-Theoretic Approach for Variable Clustering and Predictive Modeling Using Dirichlet Process Mixtures, Scientific Reports. 2016, 6(38913): 1-13 (SCI:000389698500003)

(2) Yun Chen and Hui Yang*, Numerical simulation and pattern characterization of spatiotemporal dynamics on fractal surfaces for the whole-heart modeling applications, EPJB, 2016, 89(8): 1-16 (SCI:000382151000001)

(3) Yun Chen and Hui Yang*, Sparse Modeling and Recursive Prediction of Space-time Dynamics in Stochastic Sensor Network, IEEE Transactions on Automation Science and Engineering, 2016, 13(1): 215-226 (SCI:000374443300022)

(4) Yun Chen and Hui Yang*, Heterogeneous Recurrence Representation and Quantification of Dynamic Transitions in Continuous Nonlinear Processes, EPJB, 2016, 89(6): 1-11

(5) Yun Chen and Hui Yang*, Self-organized Neural Network for the Quality Control of 12-lead ECG Signals, Physiological Measurement, 2012, 33(9): 1399-1418 (SCI:000308998700002)

(6) Yun Chen and Hui Yang*, Multiscale Recurrence Analysis of Long-Term Nonlinear and Nonstationary Time Series, Chaos, Solitons and Fractals, 2012, 45(7): 978-987 (SCI:000306383000008)

(7) Hui Yang* and Yun Chen, Heterogeneous Recurrence Monitoring and Control of Nonlinear Stochastic Processes, Chaos, 2014, 24(1): 013138

(8) Hui Yang*, Chen Kan, Gang Liu and Yun Chen, Spatiotemporal Differentiation of Myocardial Infarctions, IEEE Transactions on Automation Science and Engineering, 2013, 10(4): 938-947

Book Chapters:

(1) Yun Chen, F. Leonelli and Hui Yang, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Heterogeneous Sensing and Predictive Modeling of Postoperative Outcomes), Wiley, 2016

(2) Hui Yang, Yun Chen and F. Leonelli, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Characterization and Monitoring of Nonlinear Dynamics and Chaos in Complex Physiological Systems), Wiley, 2016

(3) Chen Kan, Yun Chen and Hui Yang, Telehealthcare Computing and Engineering: Principles and Design (Multiscale Quality Control of Telemedicine ECG Signal Acquisition), CRC Press, 2013

Conference Proceedings:

(1) Yun Chen and Hui Yang*, Heterogeneous Recurrence T2 Charts for Monitoring and Control of Nonlinear Dynamic Processes, Proceedings of 2015 IEEE International Conference on Automation Science and Engineering (CASE), Gothenburg, Sweden, 2015.8.24-8.28

(2) Yun Chen and Hui Yang*, Sparse Particle Filtering for Modeling Space-Time Dynamics in Stochastic Sensor Network, Proceedings of IIE Annual Conference & EXPO 2015, Nashville, USA, 2015.5.30-6.02

(3) Yun Chen and Hui Yang*, Heterogeneous Recurrence T2 Statistics for Detecting Dynamic Transitions in Continuous Nonlinear and Nonstationary Processes, Proceedings of IIE Annual Conference & EXPO 2015, Nashville, USA, 2015.5.30-6.02

(4) Yun Chen, Gang Liu and Hui Yang*, Sparse Particle Filtering for Modeling Space-Time Dynamics in Distributed Sensor Networks, Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), Taipei, Taiwan, 2014.8.18-8.22

(5) Yun Chen and Hui Yang*, Wavelet Packet Analysis of Disease-Altered Recurrence Dynamics in the Long-Term Spatiotemporal Vectorcardiogram (VCG) Signals, Proceedings of 2013 IEEE Engineering in Medicine and Biology Society Conference (EMBS), Osaka, Japan, 2013.7.03-7.07

(6) Yun Chen and Hui Yang*, A Comparative Analysis of Alternative Approaches for Quantifying Nonlinear Dynamics in Cardiovascular System, Proceedings of 2013 IEEE Engineering in Medicine and Biology Society Conference (EMBS), Osaka, Japan, 2013.7.03-7.07

(7) Yun Chen and Hui Yang*, A Comparative Analysis of Alternative Approaches for Exploiting Nonlinear Dynamics in the Heart Rate Time Series, Proceedings of the 7th INFORMS Workshop on Data Mining and Health Informatics (DM-HI 2012), Phoenix, USA, 2012.10.14-10.17

(8) Chen Kan, Yun Chen, F. Leonelli and Hui Yang*, Mobile Sensing and Network Analytics for Realizing Smart Automated Systems towards Health Internet of Things, Proceedings of 2015 IEEE International Conference on Automation Science and Engineering (CASE), Gothenburg, Sweden, 2015.8.24-8.28

(9) Gang Liu, Chen Kan, Yun Chen and Hui Yang*, Model-Driven Parametric Monitoring of High-dimensional Nonlinear Functional Profiles, Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), Taipei, Taiwan, 2014.8.18-8.22