Progressive Data Stream Mining and Transaction Classification for Workload-Aware Incremental Database Repartitioning.
Joarder Mohammad Mustafa KamalM. Manzur MurshedMohamed Medhat GaberPublished in: BDC (2014)
Keyphrases
- database
- data stream mining
- incremental learning
- support vector
- data stream classification
- databases
- data streams
- machine learning
- decision trees
- feature space
- feature vectors
- relational databases
- database management systems
- data management
- response time
- classification accuracy
- feature extraction
- database systems
- data sets
- active learning
- data model
- training set
- class labels
- classification algorithm
- feature selection