1. A data-attribute-space-oriented double parallel (DASODP) structure for enhancing extreme learning machine: Applications to regression datasets. (May 2015) Authors: He, Yan-Lin; Geng, Zhi-Qiang; Zhu, Qun-Xiong Journal: Engineering applications of artificial intelligence Issue: Volume 41(2015:May) Page Start: 65 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A Monte Carlo and PSO based virtual sample generation method for enhancing the energy prediction and energy optimization on small data problem: An empirical study of petrochemical industries. (1st July 2017) Authors: Gong, Hong-Fei; Chen, Zhong-Sheng; Zhu, Qun-Xiong; He, Yan-Lin Journal: Applied energy Issue: Volume 197(2017) Page Start: 405 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry. (15th March 2018) Authors: He, Yan-Lin; Wang, Ping-Jiang; Zhang, Ming-Qing; Zhu, Qun-Xiong; Xu, Yuan Journal: Energy Issue: Volume 147(2018) Page Start: 418 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process. Issue 1 (2019) Authors: Zhu, Qun-Xiong; Zhang, Xiao-Han; Wang, Yanqing; Xu, Yuan; He, Yan-Lin Journal: IFAC-PapersOnLine Issue: Volume 52:Issue 1(2019) Page Start: 148 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A novel nonlinear VSG integrating ELM with noise injection for enhancing energy modelling and analysis on small data. Issue 1 (2019) Authors: Zou, Tong; Zhang, Xiaohan; Wang, Yanqing; Xu, Yuan; Zhu, Qun-Xiong; He, Yan-Lin Journal: IFAC-PapersOnLine Issue: Volume 52:Issue 1(2019) Page Start: 287 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction. (1st December 2018) Authors: Xu, Yuan; Zhang, Mingqing; Ye, Liangliang; Zhu, Qunxiong; Geng, Zhiqiang; He, Yan-Lin; Han, Yongming Journal: Energy Issue: Volume 164(2018) Page Start: 137 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry. (1st November 2018) Authors: Zhang, Xiao-Han; Zhu, Qun-Xiong; He, Yan-Lin; Xu, Yuan Journal: Energy Issue: Volume 162(2018) Page Start: 593 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. A novel robust regression model based on functional link least square (FLLS) and its application to modeling complex chemical processes. (22nd October 2016) Authors: He, Yan-Lin; Zhu, Qun-Xiong Journal: Chemical engineering science Issue: Volume 153(2016) Page Start: 117 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. A novel robust regression model based on functional link least square (FLLS) and its application to modeling complex chemical processes. (22nd October 2016) Authors: He, Yan-Lin; Zhu, Qun-Xiong Journal: Chemical engineering science Issue: Volume 153(2016) Page Start: 117 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems. (April 2019) Authors: Meng, Qian-Qian; Zhu, Qun-Xiong; Gao, Hui-Hui; He, Yan-Lin; Xu, Yuan Journal: Journal of process control Issue: Volume 76(2019) Page Start: 122 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗