A time series distance measure for efficient clustering of input output signals by their underlying dynamics.
Oliver LauwersBart De MoorPublished in: CoRR (2017)
Keyphrases
- input output
- distance measure
- dynamic time warping
- distance metric
- dissimilarity measure
- euclidean distance
- cosine similarity
- similarity measure
- fuzzy neural network
- fuzzy inference system
- distance function
- clustering method
- non stationary
- proximity measures
- distance calculation
- nearest neighbor classifier
- state transition
- internal states
- clustering algorithm
- k means
- fuzzy controller
- neural network
- noise cancellation
- single phase
- kullback leibler
- data points
- distance computation
- kullback leibler divergence
- vector space
- fuzzy model
- edit distance
- data envelopment analysis
- multivariate time series
- cost effective
- nonlinear functions
- information theoretic
- similarity function
- fisher criterion
- fuzzy clustering
- bhattacharyya distance