• 158 Citations
  • 7 h-Index
20002019
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Personal profile

Education

  • 2003 PhD, Statistics, University of California, Los Angeles

Research Interests

  • Experimental designs
  • Independent component analysis
  • Statistical computing
  • Statistical modeling

Experience

  • 2003/8 ~ 2008/2 Assistant Professor, Institute of Statistics, National University of Kaohsiung
  • 2008/2 ~ 2011/1 Associate Professor, Institute of Statistics, National University of Kaohsiung
  • 2008/8 ~ 2011/1 Director, Institute of Statistics, National University of Kaohsiung
  • 2011/2 ~ 2013/7 Associate Professor, Department of Statistics, College of Management, National Cheng Kung University
  • 2013/8~ present Professor, Department of Statistics, College of Management, National Cheng Kung University

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Projects 2010 2018

集成序列設計和變量選擇之主動學習算法研究

Chen, R.

17-08-0118-07-31

Project: Research projectResearch

集成序列設計和變量選擇之主動學習算法研究

Chen, R.

16-08-0117-07-31

Project: Research projectResearch

多變量迴歸模型下之貝式結構選擇研究

Chen, R.

15-08-0116-07-31

Project: Research projectResearch

多變量迴歸模型下之貝式結構選擇研究

Chen, R.

14-08-0115-07-31

Project: Research projectResearch

Research Output 2000 2019

  • 158 Citations
  • 7 h-Index
  • 39 Article
  • 4 Conference contribution

Greedy active learning algorithm for logistic regression models

Hsu, H. L., Chang, Y. C. I. & Chen, R-B., 2019 Jan 1, In : Computational Statistics and Data Analysis. 129, p. 119-134 16 p.

Research output: Contribution to journalArticle

Active Learning
Logistic Regression Model
Learning algorithms
Logistics
Learning Algorithm

Active learning with simultaneous subject and variable selections

Ivan Chang, Y. C. & Chen, R-B., 2018 Jan 1, (Accepted/In press) In : Neurocomputing.

Research output: Contribution to journalArticle

Technology Transfer
Problem-Based Learning
Technology transfer
Artificial Intelligence
Patient Selection

Feedback Control for Binary Response

Chen, P. Y., Hsia, C. C., Su, Y. H., Chen, R-B. & Chang, S-M., 2018 May 9, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 21-24 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hinges
Feedback control
Defects
Logistics
Industry

Optimal Noncollapsing Space-Filling Designs for Irregular Experimental Regions

Chen, R-B., Li, C. H., Hung, Y. & Wang, W., 2018 Jan 1, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Discrete Optimization
Constrained Optimization Problem
Particle Swarm Optimization
Irregular
Thermal Management
D-optimal
Orthogonal Array
Main Effect
Interaction
Discrete Optimization