A Generative Time Series Clustering Framework Based on an Ensemble Mixture of HMMs.
Mohamad KanaanKhalid BenabdeslemHamamache KheddouciPublished in: ICTAI (2020)
Keyphrases
- clustering framework
- hidden markov models
- clustering method
- expectation maximization
- k means
- generative model
- clustering algorithm
- semi supervised
- similarity metric
- high dimensional datasets
- non stationary
- em algorithm
- text clustering
- unsupervised learning
- training data
- probabilistic model
- computational framework
- information retrieval
- training set
- learning algorithm
- neural network