11. A novel virtual sample generation method based on a modified conditional Wasserstein GAN to address the small sample size problem in soft sensing. (May 2022) Authors: He, Yan-Lin; Li, Xing-Yuan; Ma, Jia-Hui; Lu, Shan; Zhu, Qun-Xiong Journal: Journal of process control Issue: Volume 113(2022) Page Start: 18 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
12. A PSO based virtual sample generation method for small sample sets: Applications to regression datasets. (March 2017) Authors: Chen, Zhong-Sheng; Zhu, Bao; He, Yan-Lin; Yu, Le-An Journal: Engineering applications of artificial intelligence Issue: Volume 59(2016:Nov.) Page Start: 236 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
13. A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement. (September 2015) Authors: He, Yan-Lin; Geng, Zhi-Qiang; Xu, Yuan; Zhu, Qun-Xiong Journal: ISA transactions Issue: Volume 58(2015:Sep.) Page Start: 533 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
14. An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes. (5th February 2018) Authors: Zhu, Qun-Xiong; Wang, Xiao; He, Yan-Lin; Xu, Yuan Journal: Applied thermal engineering Issue: Volume 130(2018) Page Start: 745 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
15. Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing. (March 2023) Authors: He, Yan-Lin; Li, Xing-Yuan; Ma, Jia-Hui; Zhu, Qun-Xiong; Lu, Shan Journal: Engineering applications of artificial intelligence Issue: Volume 119(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
16. Co-training based virtual sample generation for solving the small sample size problem in process industry. (March 2023) Authors: Zhu, Qun-Xiong; Zhang, Hong-Tao; Tian, Ye; Zhang, Ning; Xu, Yuan; He, Yan-Lin Journal: ISA transactions Issue: Volume 134(2023) Page Start: 290 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
17. Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry. (1st March 2018) Authors: Zhu, Qun-Xiong; Zhang, Chen; He, Yan-Lin; Xu, Yuan Journal: Applied energy Issue: Volume 213(2018) Page Start: 322 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
18. Energy modeling using an effective latent variable based functional link learning machine. (1st November 2018) Authors: Zhang, Xiao-Han; Zhu, Qun-Xiong; He, Yan-Lin; Xu, Yuan Journal: Energy Issue: Volume 162(2018) Page Start: 883 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
19. Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach. (October 2022) Authors: Zhu, Qun-Xiong; Wang, Xin-Wei; Li, Kun; Xu, Yuan; He, Yan-Lin Journal: Journal of process control Issue: Volume 118(2022) Page Start: 1 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
20. Enhanced virtual sample generation based on manifold features: Applications to developing soft sensor using small data. (July 2022) Authors: He, Yan-Lin; Hua, Qiang; Zhu, Qun-Xiong; Lu, Shan Journal: ISA transactions Issue: Volume 126(2022) Page Start: 398 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗