A Shapelet Learning Method for Time Series Classification.
Yi YangQilin DengFurao ShenJinxi ZhaoChaomin LuoPublished in: ICTAI (2016)
Keyphrases
- high accuracy
- learning algorithm
- preprocessing
- high precision
- clustering method
- prior knowledge
- probabilistic model
- detection method
- unsupervised learning
- data sets
- learning systems
- detection algorithm
- online learning
- classification accuracy
- experimental evaluation
- cost function
- learning process
- feature selection
- bayesian methods
- learning scheme
- learning mechanism
- learned models
- training process
- learning tasks
- maximum likelihood
- input data
- objective function
- neural network