Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach.
Alexander LinYingzhuo ZhangJeremy HengStephen A. AllsopKay M. TyePierre E. JacobDemba E. BaPublished in: CoRR (2018)
Keyphrases
- nonlinear dynamics
- clustering algorithm
- k means
- neural network
- data mining tasks
- gaussian processes
- data points
- multivariate time series
- fuzzy clustering
- document clustering
- clustering method
- streaming time series
- unsupervised learning
- maximum likelihood
- bayesian networks
- non stationary
- dynamical systems
- hierarchical clustering
- dynamic time warping
- machine learning
- gene expression time series
- categorical data
- anomaly detection
- data mining