Detecting and Adapting to Concept Drift in Continually Evolving Stochastic Processes.
Sunanda GamageUpeka PremaratnePublished in: BDIOT (2017)
Keyphrases
- stochastic processes
- concept drift
- stochastic process
- data streams
- probability distribution
- random fields
- non stationary
- data distribution
- drifting concepts
- data stream classification
- drift detection
- change detection
- classification algorithm
- dynamic bayesian networks
- random variables
- data sets
- maximum entropy
- markov random field
- higher order
- data structure