Predictive Learning Models for Concept Drift.
John CaseSanjay JainSusanne KaufmannArun SharmaFrank StephanPublished in: ALT (1998)
Keyphrases
- learning models
- concept drift
- data streams
- machine learning
- non stationary
- drift detection
- learning algorithm
- loss function
- learning tasks
- semi supervised learning
- change detection
- machine learning algorithms
- target concept
- learning problems
- data distribution
- classification models
- classification algorithm
- conditional random fields
- nearest neighbor
- prior knowledge
- information retrieval
- neural network