Time Series Similarity Measure via Siamese Convolutional Neural Network.
Linshan HouXiaofeng JinZhenshuang ZhaoPublished in: CISP-BMEI (2019)
Keyphrases
- convolutional neural network
- similarity measure
- dynamic time warping
- face detection
- mutual information
- distance measure
- neural network
- semantic similarity
- clustering method
- feature vectors
- pairwise
- moving average
- multivariate time series
- data mining tasks
- autoregressive
- stock market
- measuring similarity
- edit distance
- subsequence matching
- chronic hepatitis
- euclidean distance
- similarity search
- non stationary
- computer vision
- similarity function
- distance function
- similarity measurement
- knn
- vector representation
- video sequences
- quasi periodic
- social networks