Concept Drift Detection in Histogram-Based Straightforward Data Stream Prediction.

Jorge Casillas Shuo Wang

Published in: ICDM Workshops (2018)

Keyphrases

concept drift
data streams
change detection
streaming data
ensemble classifier
drifting concepts
data stream classification
data stream mining

non stationary
drift detection
stream data
sliding window
evolving data streams
prediction accuracy
classification algorithm
incremental clustering

data distribution
mining data streams
concept drifting
batch learning
detection algorithm
stream mining
stream clustering
remote sensing

anomaly detection
continuous queries
neural network
outlier detection
multi dimensional
active learning
feature space