A Random Matrix-Based Approach for Dependency Detection from Data Streams.

Hillol Kargupta Krishnamoorthy Sivakumar Samiran Ghosh

Published in: DMKD (2002)

Keyphrases

data streams
change detection
data sets
sliding window
automatic detection
detection method
detection accuracy
detecting outliers

false positives
false alarms
object detection
detection rate
database
stream mining
singular values

stream processing
stream data
genetic algorithm
streaming data
matrix factorization
learning algorithm
event detection

singular value decomposition
decision trees
covariance matrix
outlier detection
data structure
object recognition
non stationary