A survey on data preprocessing for data stream mining: Current status and future directions.
Sergio Ramírez-GallegoBartosz KrawczykSalvador GarcíaMichal WozniakFrancisco HerreraPublished in: Neurocomputing (2017)
Keyphrases
- data preprocessing
- data stream mining
- data mining
- current status and future
- data streams
- concept drift
- preprocessing
- streaming data
- preprocessing step
- feature selection
- stream data
- frequent pattern mining
- web usage mining
- real world
- feature ranking
- data analysis
- outlier detection
- sliding window
- data mining techniques
- data warehouse
- knn
- data cleaning
- support vector
- feature extraction
- website
- data sets