Lambda Learner: Fast Incremental Learning on Data Streams.
Rohan RamanathKonstantin SalomatinJeffrey D. GeeKirill TalanineOnkar DalalGungor PolatkanSara SmootDeepak KumarPublished in: CoRR (2020)
Keyphrases
- incremental learning
- data streams
- learning process
- data stream classification
- iterative learning
- sliding window
- concept drift
- incremental learning algorithm
- streaming data
- learning environment
- fuzzy artmap
- sensor networks
- e learning
- supervised learning
- stream data
- batch learning
- neural learning
- data stream mining
- change detection
- data distribution
- semi supervised
- learning algorithm
- principal components
- learning materials
- data sets
- active learning
- high dimensional