Financial Data Analysis with PGMs Using AMIDST.
Rafael CabañasAna M. MartínezAndrés R. MasegosaDarío Ramos-LópezAntonio SalmerónThomas D. NielsenHelge LangsethAnders L. MadsenPublished in: ICDM Workshops (2016)
Keyphrases
- probabilistic graphical models
- data analysis
- graphical models
- probabilistic inference
- markov networks
- data mining
- first order logic
- approximate inference
- belief propagation
- random variables
- exact inference
- latent variables
- decision making
- conditional random fields
- rough sets
- least squares
- parameter estimation
- text mining
- message passing
- probabilistic model
- artificial neural networks
- parameter learning
- machine learning