Projects per year
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.
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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.
Research Output 2000 2019
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 journal › Article
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 journal › Article
Active Learning
Logistic Regression Model
Learning algorithms
Logistics
Learning Algorithm
Optimal Noncollapsing Space-Filling Designs for Irregular Experimental Regions
Chen, R-B., Li, C. H., Hung, Y. & Wang, W., 2019 Jan 2, In : Journal of Computational and Graphical Statistics. 28, 1, p. 74-91 18 p.Research output: Contribution to journal › Article
Discrete Optimization
Constrained Optimization Problem
Particle Swarm Optimization
Irregular
Thermal Management
Sparse-Group Independent Component Analysis with application to yield curves prediction
Chen, Y., Niu, L., Chen, R-B. & He, Q., 2019 May 1, In : Computational Statistics and Data Analysis. 133, p. 76-89 14 p.Research output: Contribution to journal › Article
Independent component analysis
Independent Component Analysis
Curve
Prediction
Estimator
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 proceeding › Conference contribution
Hinges
Feedback control
Defects
Logistics
Industry