Incorporating Regime Metrics into Latent Variable Dynamic Models to Detect Early-Warning Signals of Functional Changes in Fisheries Ecology.
Neda TrifonovaDaniel DupliseaAndrew KennyDavid MaxwellAllan TuckerPublished in: Discovery Science (2014)
Keyphrases
- dynamic model
- early warning
- latent variables
- financial distress
- probabilistic model
- latent variable models
- random variables
- experimental data
- decision support system
- topic models
- prior knowledge
- gaussian process
- financial crisis
- multiple models
- real valued
- quantitative analysis
- graphical models
- hidden variables
- latent space
- financial markets
- text mining
- high dimensional
- independent component analysis
- knowledge discovery