Bayesian inference of transition matrices from incomplete graph data with a topological prior.
Vincenzo PerriLuka V. PetrovicIngo ScholtesPublished in: EPJ Data Sci. (2023)
Keyphrases
- bayesian inference
- graph data
- transition matrices
- prior information
- graph mining
- markov decision processes
- relational data
- graph databases
- probabilistic model
- structured data
- pattern mining
- prior knowledge
- connected components
- markov decision process
- huge number
- regular expressions
- particle filter
- hidden variables
- similarity search
- data sets
- pattern matching
- data streams
- learning algorithm