Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models.
Luigi PortinalePublished in: CoRR (2019)
Keyphrases
- undirected graphical models
- case based reasoning
- cbr systems
- graphical models
- case retrieval
- conditional random fields
- exact inference
- boltzmann machines
- probabilistic graphical models
- probabilistic model
- case base
- gene regulatory networks
- approximate inference
- partition function
- factor graphs
- posterior distribution
- markov random field
- expert systems
- markov networks
- information retrieval
- graph structure
- probabilistic inference
- directed graphical models
- structure learning
- bayesian inference
- bayesian networks
- dynamic bayesian networks
- random fields
- undirected graph
- structured prediction
- belief networks
- belief propagation
- random variables
- boltzmann machine
- hidden variables
- message passing
- loopy belief propagation
- parameter estimation
- model selection