个人简历

博士：工业和管理系统工程，南佛罗里达大学，2016年5月毕业 毕业论文：挖掘非线性和非平稳系统中的动态回归用于特征量提取，过程监控和错误诊断 指导老师：杨徽
硕士：工业和管理系统工程，南佛罗里达大学，2013年8月毕业
本科：应用数学，中国科学技术大学，2009年7月毕业

研究领域

基于传感器的建模和分析，用于对复杂系统的过程监控和控制，系统诊断和预测，质量提升和性能优化。
特别专注于对非线性动态系统，以及其产生的混沌、递归、自组织和长期相关性的研究：
对大尺度复杂系统的大数据分析
复杂系统的监测，建模和控制
计算机模拟和优化
质量工程和应用统计
机械、医疗信息学和信号处理

近期论文

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)
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)
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)
Yun Chen and Hui Yang*, Heterogeneous Recurrence Representation and Quantification of Dynamic Transitions in Continuous Nonlinear Processes, EPJB, 2016, 89(6): 1-11
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)
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)
Hui Yang* and Yun Chen, Heterogeneous Recurrence Monitoring and Control of Nonlinear Stochastic Processes, Chaos, 2014, 24(1): 013138
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
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
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
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