Measuring the efficiency of university departments: an empirical study using data envelopment analysis and cluster analysis.
Shih-Pin ChenChung-Wei ChangPublished in: Scientometrics (2021)
Keyphrases
- cluster analysis
- data envelopment analysis
- dea model
- dea models
- multiple objective programming
- categorical data
- decision making units
- factor analysis
- data mining
- input output
- hierarchical latent class models
- clustering algorithm
- clustering method
- unsupervised learning
- k means
- efficient frontier
- linear programming
- multi criteria
- data analysis
- data mining techniques
- cluster validity
- linear program
- computational complexity
- pattern recognition
- principal component analysis
- statistical tests
- dynamic programming
- training data
- statistically significant
- decision making