Countering the Concept-Drift Problem in Big Data Using iOVFDT.
Yang HangSimon FongPublished in: BigData Congress (2013)
Keyphrases
- big data
- concept drift
- data streams
- drifting concepts
- cloud computing
- drift detection
- non stationary
- big data analytics
- data stream classification
- data analysis
- data management
- classification algorithm
- data processing
- social media
- business intelligence
- change detection
- data distribution
- vast amounts of data
- database
- data warehousing
- multi dimensional
- image analysis
- decision support
- information retrieval
- massive datasets
- knowledge discovery
- machine learning
- neural network
- end users