Conditional heavy hitters: detecting interesting correlations in data streams.

Katsiaryna Mirylenka Graham Cormode Themis Palpanas Divesh Srivastava

Published in: VLDB J. (2015)

Keyphrases

heavy hitters
data streams
sliding window
multi dimensional data
data distribution
high dimensional data streams
itemsets
concept drift
data sets
machine learning
database
clustering algorithm
feature space
np hard
probabilistic model
conditional probabilities