Decision Trees for Mining Data Streams Based on the McDiarmid's Bound.

Leszek Rutkowski Lena Pietruczuk Piotr Duda Maciej Jaworski

Published in: IEEE Trans. Knowl. Data Eng. (2013)

Keyphrases

mining data streams
decision trees
data streams
concept drift
continuous data
streaming data
stream data
random forest
machine learning
sliding window
naive bayes
data distribution
sensor data
ensemble methods
multi dimensional
training data
change detection
network traffic
rule sets
k nearest neighbor
data mining