Monitoring covariance in multivariate time series: Comparing machine learning and statistical approaches.
Derek WeixTzahi Y. CathAmanda S. HeringPublished in: Qual. Reliab. Eng. Int. (2024)
Keyphrases
- statistical approaches
- multivariate time series
- machine learning
- statistical methods
- multivariate time series data
- temporal data
- pattern recognition
- dimension reduction
- computer vision
- autoregressive
- temporal patterns
- decision trees
- learning algorithm
- categorical data
- information extraction
- machine learning methods
- data mining
- knowledge discovery
- machine learning algorithms
- support vector
- feature selection
- data mining techniques
- least squares
- pairwise
- spatial structure
- real world