Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models.
Rafael CabañasAndrés CanoManuel Gómez-OlmedoAndrés R. MasegosaSerafín MoralPublished in: IPMU (3) (2018)
Keyphrases
- probabilistic graphical models
- discrete data
- drift detection
- graphical models
- continuous data
- concept drift
- markov networks
- data streams
- high dimensional
- first order logic
- latent variables
- weighted graph
- latent dirichlet allocation
- similarity search
- hidden variables
- conditional random fields
- bayesian networks
- decision trees
- random variables
- probabilistic model