Efficient Trade-Off between Speed Processing and Accuracy in Summarizing Data Streams.
Nesrine GabsiFabrice ClérotGeorges HébrailPublished in: PAKDD (2) (2010)
Keyphrases
- trade off
- data streams
- processing speed
- data processing
- real time
- bias variance
- low memory requirements
- execution speed
- high speed
- data sets
- error rate
- sliding window
- roc curve
- high accuracy
- sensor networks
- classification accuracy
- reservoir sampling
- data mining
- computationally efficient
- highly accurate
- xml query processing