Efficiently Maintaining the Performance of an Ensemble Classifier in Streaming Data.

Joung Woo Ryu Mehmed M. Kantardzic Myung-Won Kim

Published in: ICHIT (1) (2012)

Keyphrases

streaming data
concept drift
ensemble classifier
data streams
sliding window
non stationary
data distribution
stream data
change detection
ensemble learning
classification algorithm
anomaly detection
concept drifting data streams
semi supervised
random forest
object recognition
image processing
machine learning