Changqing Cheng
Changqing Cheng
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Time series forecasting for nonlinear and non-stationary processes: a review and comparative study
C Cheng, A Sa-Ngasoongsong, O Beyca, T Le, H Yang, Z Kong, ...
IIE Transactions 47 (10), 1053-1071, 2015
Wireless wearable multisensory suite and real-time prediction of obstructive sleep apnea episodes
TQ Le, C Cheng, A Sangasoongsong, W Wongdhamma, ...
IEEE Journal of Translational Engineering in Health and Medicine 1, 2700109 …, 2013
Forecasting the evolution of nonlinear and nonstationary systems using recurrence-based local Gaussian process models
STS Bukkapatnam, C Cheng
Physical Review E 82 (5), 056206, 2010
Ultra-precision machining process dynamics and surface quality monitoring
C Cheng, Z Wang, W Hung, STS Bukkapatnam, R Komanduri
Procedia Manufacturing 1, 607-618, 2015
Heterogeneous recurrence analysis of heartbeat dynamics for the identification of sleep apnea events
C Cheng, C Kan, H Yang
Computers in biology and medicine 75, 10-18, 2016
Heterogeneous recurrence monitoring of dynamic transients in ultraprecision machining processes
C Kan, C Cheng, H Yang
Journal of Manufacturing Systems 41, 178-187, 2016
Nested Gaussian process modeling and imputation of high-dimensional incomplete data under uncertainty
F Imani, C Cheng, R Chen, H Yang
IISE Transactions on Healthcare Systems Engineering 9 (4), 315-326, 2019
Multi-scale Gaussian process experts for dynamic evolution prediction of complex systems
C Cheng
Expert Systems with Applications 99, 25-31, 2018
Nested gaussian process modeling for high-dimensional data imputation in healthcare systems
F Imani, C Cheng, R Chen, H Yang
IIE Annual Conference. Proceedings, 1312-1317, 2018
Prediction of sleep apnea episodes from a wireless wearable multisensor suite
TQ Le, C Cheng, A Sangasoongsong, STS Bukkapatnam
2013 IEEE Point-of-Care Healthcare Technologies (PHT), 152-155, 2013
A value-based deep reinforcement learning model with human expertise in optimal treatment of sepsis
X Wu, R Li, Z He, T Yu, C Cheng
npj Digital Medicine 6 (1), 15, 2023
Uncertainty quantification in stability analysis of chaotic systems with discrete delays
Y Che, C Cheng
Chaos, Solitons & Fractals 116, 208-214, 2018
Monte Carlo simulation of carbon nanotube nucleation and growth using nonlinear dynamic predictions
C Cheng, STS Bukkapatnam, LM Raff, M Hagan, R Komanduri
Chemical Physics Letters 530, 81-85, 2012
Multilayer networks with higher-order interaction reveal the impact of collective behavior on epidemic dynamics
J Wan, G Ichinose, M Small, H Sayama, Y Moreno, C Cheng
Chaos, Solitons & Fractals 164, 112735, 2022
Active learning and relevance vector machine in efficient estimate of basin stability for large-scale dynamic networks
Y Che, C Cheng
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (5), 2021
Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems
Y Che, J Liu, C Cheng
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (9), 2019
Intrinsic multiplex graph model detects incipient process drift in ultraprecision manufacturing
A Shamsan, C Cheng
Journal of Manufacturing Systems 50, 81-86, 2019
Laser and photonic systems integration: Emerging innovations and framework for research and education
SY Nof, GJ Cheng, AM Weiner, XW Chen, A Bechar, MG Jones, CB Reed, ...
Human Factors and Ergonomics in Manufacturing & Service Industries 23 (6 …, 2013
Towards control of carbon nanotube synthesis process using prediction-based fast Monte Carlo simulations
C Cheng, STS Bukkapatnam, LM Raff, R Komanduri
Journal of manufacturing systems 31 (4), 438-443, 2012
Characterizations and optimization for resilient manufacturing systems with considerations of process uncertainties
Q Ma, Y Che, C Cheng, Z Wang
Journal of Computing and Information Science in Engineering 23 (1), 011007, 2023
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