Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms.
Fateme FahimanJames C. BezdekSarah M. ErfaniChristopher LeckieMarimuthu PalaniswamiPublished in: CoRR (2016)
Keyphrases
- k means
- clustering method
- learning algorithm
- objective function
- clustering algorithm
- fuzzy clustering
- np hard
- dynamic programming
- detection algorithm
- spectral clustering
- data clustering
- matching algorithm
- cost function
- self organizing maps
- fcm algorithm
- synthetic datasets
- dissimilarity measure
- fuzzy c means
- computational complexity
- optimal solution
- shape analysis
- neural network
- shape features
- concept lattice
- fuzzy numbers
- subspace clustering
- distance metric
- cluster centers
- clustering analysis
- simulated annealing
- fuzzy clustering algorithm
- star shaped
- validity index
- real valued time series