Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large data sets.
Henry KvingeElin FarnellMichael KirbyChris PetersonPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- data analysis
- nonlinear dynamical systems
- differential equations
- dynamic systems
- linear systems
- data mining
- control theory
- shape model
- state space
- data sets
- high dimensional data
- partially observable
- qualitative simulation
- phase space
- shape features
- shape prior
- reinforcement learning
- statistical shape model
- machine learning
- agent environment
- monte carlo
- shape descriptors
- dynamical models
- dynamical behavior