Bayesian topic models for describing computer network behaviors.
Christopher CramerLawrence CarinPublished in: ICASSP (2011)
Keyphrases
- computer networks
- topic models
- topic modeling
- variational inference
- latent dirichlet allocation
- text documents
- probabilistic model
- generative model
- text mining
- intrusion detection system
- latent variables
- computer systems
- posterior distribution
- co occurrence
- bayesian inference
- latent topic models
- posterior probability
- network traffic
- bayesian networks
- latent topics
- hierarchical bayesian
- gibbs sampling
- text corpora
- bayesian analysis
- computer network security
- markov chain monte carlo
- natural language processing
- hierarchical bayesian model
- information systems
- database