KAIBO LIU
University of Wisconsin-Madison
H-index: 23
North America-United States
Top articles of KAIBO LIU
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale | International Journal of Production Research | Honghan Ye Ziqian Zheng Jing-Ru C Cheng Brock Hable Kaibo Liu | 2024/2/1 |
Online nonparametric monitoring for asynchronous processes with serial correlation | IISE Transactions | Ziqian Zheng Honghan Ye Kaibo Liu | 2024/1/23 |
Modeling and monitoring of a multivariate spatio-temporal network system | IISE Transactions | Di Wang Fangyu Li Kaibo Liu | 2023/4/3 |
Covariate dependent sparse functional data analysis | INFORMS Journal on Data Science | Minhee Kim Todd Allen Kaibo Liu | 2023/4 |
An integrated deep learning-based data fusion and degradation modeling method for improving prognostics | IEEE Transactions on Automation Science and Engineering | Di Wang Kaibo Liu | 2023/2/13 |
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling | IISE Transactions | Honghan Ye Xiaochen Xian Jing-Ru C Cheng Brock Hable Robert W Shannon | 2023/4/3 |
A spatiotemporal prediction approach for a 3D thermal field from sensor networks | Journal of Quality Technology | Di Wang Kaibo Liu Xi Zhang | 2022/3/25 |
A generic online nonparametric monitoring and sampling strategy for high-dimensional heterogeneous processes | IEEE Transactions on Automation Science and Engineering | Honghan Ye Kaibo Liu | 2022/2/7 |
Transfer Learning-Based Independent Component Analysis | IEEE Transactions on Automation Science and Engineering | Ziqian Zheng Wei Zhao Brock Hable Yutao Gong Xuan Wang | 2022/12/20 |
Automatic recognition system for document digitization in nuclear power plants | Nuclear Engineering and Design | Elisa Ou Minhee Kim Po-Ling Loh Todd Allen Robert Agasie | 2022/11/1 |
Transfer learning of memory kernels in coarse-grained modeling | arXiv preprint arXiv:2103.10578 | Zhan Ma Shu Wang Minhee Kim Kaibo Liu Chun-Long Chen | 2021/3/19 |
Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation | Journal of Quality Technology | Xiaochen Xian Chen Zhang Scott Bonk Kaibo Liu | 2021/3/15 |
Spatiotemporal modeling and real-time prediction of origin-destination traffic demand | Technometrics | Xiaochen Xian Honghan Ye Xin Wang Kaibo Liu | 2021/1/25 |
Building local models for flexible degradation modeling and Prognostics | IEEE Transactions on Automation Science and Engineering | Changyue Song Ziqian Zheng Kaibo Liu | 2021/11/5 |
Collusion detection and ground truth inference in crowdsourcing for labeling tasks | Journal of Machine Learning Research | Changyue Song Kaibo Liu Xi Zhang | 2021 |
An adaptive sensor selection framework for multisensor prognostics | Journal of Quality Technology | Minhee Kim Jing-Ru C Cheng Kaibo Liu | 2021/10/20 |
Transfer learning of memory kernels for transferable coarse-graining of polymer dynamics | Soft Matter | Zhan Ma Shu Wang Minhee Kim Kaibo Liu Chun-Long Chen | 2021 |
A generic indirect deep learning approach for multisensor degradation modeling | IEEE Transactions on Automation Science and Engineering | Di Wang Kaibo Liu Xi Zhang | 2021/5/17 |
A Bayesian deep learning framework for interval estimation of remaining useful life in complex systems by incorporating general degradation characteristics | IISE Transactions | Minhee Kim Kaibo Liu | 2020/12/8 |
RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty | Nuclear Engineering and Design | Minhee Kim Elisa Ou Po-Ling Loh Todd Allen Robert Agasie | 2020/8/1 |
