SIFCM-Shape: State-of-the-Art Algorithm for Clustering Correlated Time Series.
Chen AvniMaya HermanOfer LeviPublished in: IntelliSys (2) (2021)
Keyphrases
- k means
- clustering method
- cost function
- preprocessing
- distance metric
- detection algorithm
- learning algorithm
- synthetic and real datasets
- data clustering
- matching algorithm
- computational complexity
- hierarchical clustering
- density based clustering
- neural network
- segmentation algorithm
- dynamic programming
- expectation maximization
- optimization algorithm
- input data
- markov random field
- non stationary
- energy function
- segmentation method
- worst case
- probabilistic model
- computational cost
- spectral clustering
- np hard
- optimal solution