Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing.
Leonardo NovelliPatricia WollstadtPedro A. M. MedianoMichael WibralJoseph T. LizierPublished in: CoRR (2019)
Keyphrases
- statistical tests
- information theory
- information theoretic
- network model
- link prediction
- computer networks
- network traffic
- network structure
- massive scale
- probabilistic inference
- data driven
- social networks
- statistical models
- peer to peer
- mutual information
- complex networks
- wireless sensor networks
- statistical inference
- decision trees
- probabilistic reasoning
- machine learning
- similarity measure
- real world
- multivariate data
- junction tree
- web scale
- knowledge transfer
- bayesian inference
- bayesian networks
- real life
- social network analysis
- test cases
- statistical analysis