no code implementations • 30 Jun 2023 • Ruiyu Xu, Chao Wang, Yongxiang Li, Jianguo Wu
Dictionary learning is an effective tool for pattern recognition and classification of time series data.
no code implementations • 27 Oct 2021 • Cheolhei Lee, Xing Wang, Jianguo Wu, Xiaowei Yue
Active learning is a subfield of machine learning that is devised for design and modeling of systems with highly expensive sampling costs.
no code implementations • 14 May 2021 • Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Active learning is a subfield of machine learning that focuses on improving the data collection efficiency of expensive-to-evaluate systems.
no code implementations • 21 Nov 2020 • Cheolhei Lee, Jianguo Wu, Wenjia Wang, Xiaowei Yue
Developing machine learning enabled smart manufacturing is promising for composite structures assembly process.
no code implementations • 24 Sep 2020 • Ruiyu Xu, Jianguo Wu, Xiaowei Yue, Yongxiang Li
A tuning method based on Bayesian information criterion and change-point detection accuracy is proposed for penalty coefficients selection.