A novel principal components analysis (PCA) method for energy absorbing structural design enhanced by data mining.
Xianping DuFeng ZhuPublished in: Adv. Eng. Softw. (2019)
Keyphrases
- principal components analysis
- structural design
- exploratory data analysis
- data mining
- principal components
- covariance matrix
- optimal design
- support vector machine
- design process
- multivariate statistical analysis
- text categorisation
- linear discriminant analysis
- dimensionality reduction
- markov chain
- knowledge discovery
- data analysis
- real world
- data mining techniques
- data visualization
- machine learning
- support vector
- evolutionary optimization
- predictive modeling
- pattern recognition
- nearest neighbor
- cluster analysis
- data sets
- rough sets
- differential evolution algorithm
- particle swarm
- feature space