Data-Driven Link Prediction Over Graphical Models.
Daniele AlpagoMattia ZorziAugusto FerrantePublished in: IEEE Trans. Autom. Control. (2023)
Keyphrases
- graphical models
- link prediction
- data driven
- social network analysis
- random walk
- social networks
- belief propagation
- probabilistic model
- random variables
- approximate inference
- network structure
- multi relational
- probabilistic graphical models
- probabilistic inference
- complex networks
- bayesian networks
- markov networks
- conditional random fields
- exact inference
- structure learning
- map inference
- collective classification
- collaborative filtering
- statistical relational learning
- supervised learning
- conditional independence
- link formation
- belief networks
- latent variables
- background knowledge
- higher order
- dynamic programming
- decision trees