| 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 | 233 | 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 | 60 | 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 | 60 | 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 | 51 | 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 | 48 | 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 | 43 | 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 | 28 | 2019 |
| Multi-scale Gaussian process experts for dynamic evolution prediction of complex systems C Cheng Expert Systems with Applications 99, 25-31, 2018 | 27 | 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 | 25 | 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 | 20 | 2013 |
| Uncertainty quantification in stability analysis of chaotic systems with discrete delays Y Che, C Cheng Chaos, Solitons & Fractals 116, 208-214, 2018 | 18 | 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 | 17 | 2012 |
| 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 | 12 | 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 | 12 | 2019 |
| Intrinsic multiplex graph model detects incipient process drift in ultraprecision manufacturing A Shamsan, C Cheng Journal of Manufacturing Systems 50, 81-86, 2019 | 12 | 2019 |
| 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 | 11 | 2022 |
| 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 | 11 | 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 | 10 | 2023 |
| 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 | 10 | 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 | 9 | 2023 |
