Distributed Concept Drift Detection for Efficient Model Adaptation with Big Data Streams.
Ian WhitehouseRodrigo Yepez-LopezRoberto CorizzoPublished in: BigData (2023)
Keyphrases
- big data
- concept drift
- data streams
- streaming data
- stream data
- change detection
- data analysis
- data management
- data stream mining
- cloud computing
- stream mining
- business intelligence
- sliding window
- big data analytics
- drifting concepts
- commodity hardware
- data processing
- non stationary
- databases
- knowledge discovery
- social media
- drift detection
- data mining
- data warehousing
- text categorization
- image analysis
- data science
- image processing