Revealing causality between heterogeneous data sources with deep restricted Boltzmann machines.
Nataliya SokolovskaKarine ClémentJean-Daniel ZuckerPublished in: Inf. Fusion (2019)
Keyphrases
- heterogeneous data sources
- restricted boltzmann machine
- deep learning
- deep belief networks
- data integration
- data sources
- contrastive divergence
- unsupervised learning
- probabilistic model
- databases
- heterogeneous data
- conditional random fields
- probabilistic graphical models
- machine learning
- generative model
- learning algorithm
- data model
- relational databases
- hierarchical models
- weakly supervised
- semi supervised
- mental models
- metadata
- web services
- graphical models
- neural network
- data sets