Adaptive Support Vector Machine for Time-Varying Data Streams Using Martingale.

Shen-Shyang Ho Harry Wechsler

Published in: IJCAI (2005)

Keyphrases

data streams
support vector machine
sliding window
change detection
concept drift
multi class
stream data
streaming data
svm classifier
sensor networks
feature selection
sensor data
training data
machine learning
feature vectors
training set
support vector
similarity measure
continuous data streams