Change detection in streaming data in the era of big data: models and issues.
Dang-Hoan TranMohamed Medhat GaberKai-Uwe SattlerPublished in: SIGKDD Explor. (2014)
Keyphrases
- big data
- change detection
- data streams
- streaming data
- concept drift
- remote sensing
- cloud computing
- remote sensing images
- data analysis
- data intensive
- big data analytics
- stream mining
- data management
- data processing
- model selection
- sliding window
- image processing
- data sets
- information retrieval
- data stream mining
- satellite images
- data warehousing
- support vector machine
- high dimensional
- pattern recognition
- decision trees
- image registration
- knowledge management
- business intelligence