Chi-Guhn Lee

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 41

Top Topics

Asset Allocation

Optimal Stopping

Reinforcement Learning

Operations Management

Top Venues

Expert Syst. Appl.

Reliab. Eng. Syst. Saf.

IEEE Trans. Ind. Informatics

Publications

Yifei Ding, Minping Jia, Yudong Cao, Xiaoan Yan, Xiaoli Zhao, Chi-Guhn Lee
Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment. IEEE Trans. Ind. Informatics 20 (2) (2024)
Mohamed Abubakr Hassan, Ramy Elmallah, Chi-Guhn Lee
Approximate and Memorize (A&M) : Settling opposing views in replay-based continuous unsupervised domain adaptation. Knowl. Based Syst. 293 (2024)
Augusto José da Silva Rodrigues, Cristiano A. V. Cavalcante, Chi-Guhn Lee
A general inspection and replacement policy for protection systems subject to shocks with state dependent effect. Reliab. Eng. Syst. Saf. 251 (2024)
Kaiyu Zhang, Jinglong Chen, Chi-Guhn Lee, Shuilong He
An unsupervised spatiotemporal fusion network augmented with random mask and time-relative information modulation for anomaly detection of machines with multiple measuring points. Expert Syst. Appl. 237 (Part B) (2024)
Mohamed Abubakr Hassan, Chi-Guhn Lee
Alleviating confirmation bias in perpetually dynamic environments: Continuous unsupervised domain adaptation-based condition monitoring (CUDACoM). Eng. Appl. Artif. Intell. 137 (2024)
Yifei Ding, Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
Deep temporal-spectral domain adaptation for bearing fault diagnosis. Knowl. Based Syst. 299 (2024)
Yifei Ding, Minping Jia, Jichao Zhuang, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions. Reliab. Eng. Syst. Saf. 230 (2023)
Xiying Li, Chi-Guhn Lee
ΔV-learning: An adaptive reinforcement learning algorithm for the optimal stopping problem. Expert Syst. Appl. 231 (2023)
Amine Mohamed Aboussalah, Min-Jae Kwon, Raj G. Patel, Cheng Chi, Chi-Guhn Lee
Recursive Time Series Data Augmentation. ICLR (2023)
Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions. Knowl. Based Syst. 261 (2023)
Amir Ahmadi-Javid, Moeinoddin Mansourfar, Chi-Guhn Lee, Li Liu
Optimal distribution of perishable foods with storage temperature control and quality requirements: An integrated vehicle routing problem. Comput. Ind. Eng. 182 (2023)
Seyedvahid Najafi, Chi-Guhn Lee
A deep reinforcement learning approach for repair-based maintenance of multi-unit systems using proportional hazards model. Reliab. Eng. Syst. Saf. 234 (2023)
Sijie Tian, Yaoyu Zhang, Yuchun Feng, Nour Elsagan, Yoon Ko, Mohammad Hamed Mozaffari, Dexen D. Z. Xi, Chi-Guhn Lee
Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires. Expert Syst. Appl. 233 (2023)
Yang Li, Feiyun Xu, Chi-Guhn Lee
Self-Supervised Metalearning Generative Adversarial Network for Few-Shot Fault Diagnosis of Hoisting System With Limited Data. IEEE Trans. Ind. Informatics 19 (3) (2023)
Majid Arasteh, Somayeh Alizadeh, Chi-Guhn Lee
Gravity algorithm for the community detection of large-scale network. J. Ambient Intell. Humaniz. Comput. 14 (2) (2023)
Kuilin Chen, Chi-Guhn Lee
Meta-free representation learning for few-shot learning via stochastic weight averaging. CoRR (2022)
Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR (2022)
Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch. IJCAI (2022)
Amine Mohamed Aboussalah, Min-Jae Kwon, Raj G. Patel, Cheng Chi, Chi-Guhn Lee
Don't overfit the history - Recursive time series data augmentation. CoRR (2022)
Zihan Zhang, Yeonjeong Jeong, Jongseong Jang, Chi-Guhn Lee
A Pattern-Driven Stochastic Degradation Model for the Prediction of Remaining Useful Life of Rechargeable Batteries. IEEE Trans. Ind. Informatics 18 (12) (2022)
Kuilin Chen, Chi-Guhn Lee
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps. CoRR (2022)
Peng Ding, Minping Jia, Jichao Zhuang, Yifei Ding, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
Multiobjective Evolution Enhanced Collaborative Health Monitoring and Prognostics: A Case Study of Bearing Life Test With Three-Axis Acceleration Signals. IEEE Trans. Instrum. Meas. 71 (2022)
Bin Yang, Yaguo Lei, Songci Xu, Chi-Guhn Lee
An Optimal Transport-Embedded Similarity Measure for Diagnostic Knowledge Transferability Analytics Across Machines. IEEE Trans. Ind. Electron. 69 (7) (2022)
Kuilin Chen, Chi-Guhn Lee
Meta-free few-shot learning via representation learning with weight averaging. IJCNN (2022)
Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee
Risk-Aware Transfer in Reinforcement Learning using Successor Features. NeurIPS (2021)
Kuilin Chen, Chi-Guhn Lee
Incremental few-shot learning via vector quantization in deep embedded space. ICLR (2021)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts. UAI (2021)
Mike Gimelfarb, Scott Sanner, Chi-Guhn Lee
Bayesian Experience Reuse for Learning from Multiple Demonstrators. IJCAI (2021)
Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee
Risk-Aware Transfer in Reinforcement Learning using Successor Features. CoRR (2021)
Babatunde H. Giwa, Chi-Guhn Lee
A Marginal Log-Likelihood Approach for the Estimation of Discount Factors of Multiple Experts in Inverse Reinforcement Learning. IROS (2021)
Kuilin Chen, Chi-Guhn Lee
Attentive Gaussian processes for probabilistic time-series generation. CoRR (2021)
Seyedvahid Najafi, Rui Zheng, Chi-Guhn Lee
An optimal opportunistic maintenance policy for a two-unit series system with general repair using proportional hazards models. Reliab. Eng. Syst. Saf. 215 (2021)
Gaoyang Li, Li Yang, Chi-Guhn Lee, Xiaohua Wang, Mingzhe Rong
A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties. IEEE Trans. Ind. Electron. 68 (9) (2021)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
Contextual Policy Reuse using Deep Mixture Models. CoRR (2020)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
Bayesian Experience Reuse for Learning from Multiple Demonstrators. CoRR (2020)
Amine Mohamed Aboussalah, Chi-Guhn Lee
Continuous control with Stacked Deep Dynamic Recurrent Reinforcement Learning for portfolio optimization. Expert Syst. Appl. 140 (2020)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
ε-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning. CoRR (2020)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning. UAI (2019)
Li Yang, Zhi-Sheng Ye, Chi-Guhn Lee, Su-Fen Yang, Rui Peng
A two-phase preventive maintenance policy considering imperfect repair and postponed replacement. Eur. J. Oper. Res. 274 (3) (2019)
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach. NeurIPS (2018)
Minho Lee, Roy H. Kwon, Chi-Guhn Lee
Bounds for portfolio weights in decentralized asset allocation. INFOR Inf. Syst. Oper. Res. 54 (4) (2016)
Hosang Jung, Chi-Guhn Lee, Chelsea C. White III
Socially responsible service operations management: an overview. Ann. Oper. Res. 230 (1) (2015)
Jue Wang, Chi-Guhn Lee
Multistate Bayesian Control Chart Over a Finite Horizon. Oper. Res. 63 (4) (2015)
Lin Wang, Qing-Liang Fu, Chi-Guhn Lee, Yurong Zeng
Model and algorithm of fuzzy joint replenishment problem under credibility measure on fuzzy goal. Knowl. Based Syst. 39 (2013)
Oleksandr Shlakhter, Chi-Guhn Lee
Accelerated modified policy iteration algorithms for Markov decision processes. Math. Methods Oper. Res. 78 (1) (2013)
Michael Jong Kim, Rui Jiang, Viliam Makis, Chi-Guhn Lee
Optimal Bayesian fault prediction scheme for a partially observable system subject to random failure. Eur. J. Oper. Res. 214 (2) (2011)
M. I. M. Wahab, Chi-Guhn Lee
Pricing swing options with regime switching. Ann. Oper. Res. 185 (1) (2011)
Oleksandr Shlakhter, Chi-Guhn Lee, Dmitry Khmelev, Nasser Jaber
Acceleration Operators in the Value Iteration Algorithms for Markov Decision Processes. Oper. Res. 58 (1) (2010)
M. Mahdi Tajbakhsh, Chi-Guhn Lee, Saeed Zolfaghari
On the supplier diversification under binomial yield. Oper. Res. Lett. 38 (6) (2010)
Desheng Dash Wu, Chi-Guhn Lee
Stochastic DEA with ordinal data applied to a multi-attribute pricing problem. Eur. J. Oper. Res. 207 (3) (2010)
E. K. Doyle, Chi-Guhn Lee, D. I. Cho
Justification for the next generation of maintenance modelling techniques. J. Oper. Res. Soc. 60 (4) (2009)
M. I. M. Wahab, Desheng Dash Wu, Chi-Guhn Lee
A generic approach to measuring the machine flexibility of manufacturing systems. Eur. J. Oper. Res. 186 (1) (2008)
Jun Liu, Chi-Guhn Lee
Evaluation of inventory policies with unidirectional substitutions. Eur. J. Oper. Res. 182 (1) (2007)
Iman Hajizadeh, Chi-Guhn Lee
Alternative configurations for cutting machines in a tube cutting mill. Eur. J. Oper. Res. 183 (3) (2007)