Shi-Shang Jang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 5

Top Topics

Multilayer Perceptron Neural Network

Variable Selection

Manufacturing Process

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Publications

Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory. Comput. Chem. Eng. 189 (2024)
Cheng-Hung Chou, Haibin Wu, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks. IEEE Trans. Ind. Informatics 16 (4) (2020)
Yajun Fan, Bo Tao, Ying Zheng, Shi-Shang Jang
A Data-Driven Soft Sensor Based on Multilayer Perceptron Neural Network With a Double LASSO Approach. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Kai Sun, Shao-Hsuan Huang, David Shan-Hill Wong, Shi-Shang Jang
Design and Application of a Variable Selection Method for Multilayer Perceptron Neural Network With LASSO. IEEE Trans. Neural Networks Learn. Syst. 28 (6) (2017)
Bing Ai, David Shan-Hill Wong, Shi-Shang Jang
Stability analysis of semiconductor manufacturing process with EWMA run-to-run controllers. CoRR (2015)
Chin-Feng Chen, Kun-Jia Wu, Chuei-Tin Chang, David Shan-Hill Wong, Shi-Shang Jang
Generation and verification of optimal dispatching policies for multi-product multi-tool semiconductor manufacturing processes. Comput. Chem. Eng. 52 (2013)
Tian-Hong Pan, David Shan-Hill Wong, Shi-Shang Jang
Chamber Matching of Semiconductor Manufacturing Process Using Statistical Analysis. IEEE Trans. Syst. Man Cybern. Part C 42 (4) (2012)
Tian-Hong Pan, Bi-Qi Sheng, David Shan-Hill Wong, Shi-Shang Jang
A Virtual Metrology System for Predicting End-of-Line Electrical Properties Using a MANCOVA Model With Tools Clustering. IEEE Trans. Ind. Informatics 7 (2) (2011)
Yu-Jeng Lin, Tian-Hong Pan, David Shan-Hill Wong, Shi-Shang Jang
Plantwide control of CO2 capture by absorption and stripping using monoethanolamine solution. ACC (2011)
Ming-Da Ma, David Shan-Hill Wong, Shi-Shang Jang, Sheng-Tsaing Tseng
Fault Detection based on Statistical Multivariate Analysis and Microarray-type Visualization. IEEE Trans. Ind. Informatics 6 (1) (2010)
Ying Zheng, Bing Ai, David Shan-Hill Wong, Shi-Shang Jang, Jie Zhang, Yanwei Wang
An EWMA algorithm with a cycled resetting (CR) discount factor for drift and fault of high-mix Run-To-Run Control. IEEE Trans. Ind. Informatics 6 (2) (2010)
An-Guo Chao, S. T. Tseng, David Shan-Hill Wong, Shi-Shang Jang, Shui-Pin Lee
Systematic applications of multivariate analysis to monitoring of equipment health in semiconductor manufacturing. WSC (2008)
Mark P. Brynildsen, Tung-Yun Wu, Shi-Shang Jang, James C. Liao
Biological network mapping and source signal deduction. Bioinform. 23 (14) (2007)
Chen-Wei Yeh, Shi-Shang Jang
The Development of Information Guided Evolution Algorithm for Global Optimization. J. Glob. Optim. 36 (4) (2006)
Chia Huang Yen, David Shan-Hill Wong, Shi-Shang Jang
Solution of trim-loss problem by an integrated simulated annealing and ordinal optimization approach. J. Intell. Manuf. 15 (5) (2004)
Ji-Zheng Chu, Po-Feng Tsai, Wen-Yen Tsai, Shi-Shang Jang, David Shan-Hill Wong, Shyan-Shu Shieh, Pin-Ho Lin, Shi-Jer Jiang
An Experimental Study of Model Predictive Control Based on Artificial Neural Networks. KES (2003)
Po-Feng Tsai, Shi-Shang Jang, Shyan-Shu Shieh
Predictive control of batch processes using principal surface/space analysis and fuzzy clustering empirical models. ACC (2001)