• 174 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

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Bayesian Variable Selection Mathematics
Particle Swarm Optimization Mathematics
D-optimal Design Mathematics
Polynomial Model Mathematics
Independent component analysis Engineering & Materials Science
Independent Component Analysis Mathematics
Particle swarm optimization (PSO) Engineering & Materials Science
Variable Selection Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2010 2018

Research Output 2000 2019

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

Active learning with simultaneous subject and variable selections

Ivan Chang, Y. C. & Chen, R-B., 2019 Feb 15, In : Neurocomputing. 329, p. 495-505 11 p.

Research output: Contribution to journalArticle

Problem-Based Learning
Patient Selection
Labels
Learning
Sample Size

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

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