Statistical Dynamic Classification to Detect Changes in Temperature Time Series.
Laurent HartertDanielle NuzillardJean-Louis NicolasJean-Philippe JeannotPublished in: IPMU (1) (2012)
Keyphrases
- machine learning
- classification systems
- classification accuracy
- decision trees
- maximum entropy modeling
- support vector machine
- artificial neural networks
- feature vectors
- pattern recognition
- supervised learning
- image classification
- text classification
- statistical analysis
- decision rules
- feature extraction
- multi variate
- automatic classification
- support vector
- training set
- non stationary
- detection method
- classification method
- temporal dependencies
- statistical tests
- classification models
- maximum likelihood criterion
- hidden markov models
- statistical modeling
- statistical information
- similarity measure
- dynamic environments
- pattern classification
- information theoretic
- statistical models
- feature space
- training samples