Similarity measures for time series data classification using grid representation and matrix distance.
Yanqing YeJiang JiangBingfeng GeYajie DouKewei YangPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- similarity measure
- pattern recognition
- distance measure
- euclidean distance
- feature vectors
- quadratic form
- classification scheme
- classification accuracy
- machine learning
- feature representation
- classification method
- automatic classification
- image classification
- pattern classification
- support vector
- feature selection
- singular value decomposition
- anomaly detection
- supervised learning
- support vector machine
- hidden markov models
- feature extraction
- distance function
- class labels
- decision rules
- training samples
- mutual information
- semantic similarity
- pairwise
- grid computing
- feature space
- relative position
- pattern representation