Similarity search for numerous patterns over multiple time series streams under dynamic time warping which supports data normalization.
Bui Cong GiaoDuong Tuan AnhPublished in: Vietnam. J. Comput. Sci. (2016)
Keyphrases
- dynamic time warping
- similarity search
- high dimensional data
- similarity measure
- streaming time series
- distance function
- database
- euclidean distance
- data structure
- data sets
- lower bounding
- query processing
- data analysis
- neural network
- training data
- longest common subsequence
- pairwise
- data points
- distance measure
- pattern recognition
- data mining
- sequential data
- image data
- dimensionality reduction
- object recognition
- knn
- decision trees
- multimedia databases
- similarity queries
- databases