Dr. Chen, Chia-Cheng

PositionAssistant Professor
Office2509R, Ext.2529
Laboratory Adaptive Learning Laboratory
E-Mailjasperchen@saturn.yzu.edu.tw
Personal Websitehttp://all.iem.yzu.edu.tw/Dr.Chen.htm

Education

2009Ph.D. in Statistics, North Carolina State University, USA.

Experience

2024-PresentAssistant Professor, Department of Industrial Engineering and Management, Yuan-Ze University,Taiwan, R.O.C.
2021-2024 Deputy Manager/Engineer, AUO Corporation
2015-2020Postdoctoral Research Fellow, Department of Industrial Engineering and Engineering Management at National Tsing Hua University
2012-2015Postdoctoral Research Fellow, Institute of Statistical Science at Academia Sinica

Research & Interests

Statistical Analysis
Smart Manufacturing
Data Science
Big Data and Decision Analysis

Publications and Awards

Journal Papers

1.    Chien, C.-F. and Chen, C.-C. (2021). Adaptive parametric yield enhancement approach using collinear multivariate model for semiconductor intelligent manufacturing. Applied Soft Computing, 108, 107385. (SCI) (2022 Impact Factor: 6.725)

2.    Chien, C.-F. and Chen, C.-C. (2020). Data-driven framework for tool health monitoring and maintenance strategy for smart manufacturing. IEEE Transactions on Semiconductor Manufacturing, 33(4), 644-652. (SCI) (2022 Impact Factor: 2.796)

3.    Chu, P.-C., Chen, C.-C., and Chien, C.-F. (2016). Analyzing TFT-LCD array big data for yield enhancement and an empirical study of TFT-LCD manufacturing in Taiwan. International Journal of Industrial Engineering: Theory, Applications and Practice, 23(5), 318-331. (SCI) (2022 Impact Factor: 0.528)

4.    Chang,* J.-G., Chen,* C.-C., Wu*, Y.-Y., Che, T.-F., Huang, Y.-S., Yeh, K.-T., Shieh, S., and Yang, P.-C. (2016). Uncovering synthetic lethal interactions for therapeutic targets and predictive markers in lung adenocarcinoma. Oncotarget, 45, 73664-73680. (*These authors have contributed equally to this work). (SCI) (2022 Impact Factor: 3.331)

5.    Chen, C.-C. and Barnhart, H. (2013). Assessing agreement with intraclass correlation coefficient and concordance correlation coefficient for data with repeated measures. Computational Statistics and Data Analysis, 60, 132-145. (SCI) (2022 Impact Factor: 1.681)

6.    Feng, S., Wang, SC., Chen, C.-C., and Lan, L. (2011). GWAPower: a statistical power calculation software for genome-wide association studies with quantitative traits. BMC Genetics, 12:12. (SCI) (2022 Impact Factor: 2.797)

7.    Chen, C.-C. and Barnhart, H. (2011). Assessing agreement with repeated measures for random observers. Statistics in Medicine, 30, 3546-3559. (SCI) (2022 Impact Factor: 2.497).

Conference Papers

1.    Sackpraseuth, A., Chen, C.-C., and Chien, Chen-Fu (2019). Big Data Analysis and Algorithm Investigation for YouTube Study. International Symposium on Industry3.5 and Intelligent Manufacturing, Sep. 25-27, Hsinchu, Taiwan.

2.    Chen, C.-C., Ting, W.-J., and Chien, C.-F. (2019). Big Data Analytics for Tool Health Monitoring in Panel Industry. International Symposium on Semiconductor Manufacturing Intelligence, April 19-21, Hangzhou, China.

3.    Chen, C.-C. and Chien, C.-F. (2017). Data Ming for Cell Process Monitoring in TFT-LCD Manufacturing with An Empirical Study. Proceedings of 18th Asia Pacific Industrial Engineering & Management Systems Conference, December 3-6, Yogyakarta, Indonesia.

4.    Chien, C.-F., Lee, P.-C., Dou, R., Chen, Y.-J., and Chen, C.-C. (2017). Modeling Collinear WATs for Parametric Yield Enhancement in Semiconductor Manufacturing. Proceedings of 13th IEEE International Conference on Automation Science and Engineering, August 20-23, Xi'an, China.

5.    Chen, C.-C. and Shieh, S. (2013). Predicting biomarkers for overall survival of lung cancer patients. The 22th South Taiwan Statistics Conference and 2013 Chinese Institute of Probability and Statistics Annual Meeting, June 28-29, Kaohsiung, Taiwan.

6.    Chen, C.-C. and Barnhart, H. (2009). Assessing agreement with repeated measures for random observers. Contributed paper, Joint Statistical Meetings, Washington, DC, August, USA.

7.    Chen, C.-C. and Barnhart, H. (2007). Comparison of ICC and CCC for assessing agreement for data without and with replications. Contributed paper, Joint Statistical Meetings, Salt Lake City, UT, July, USA.