Sliding Reservoir Approach for Delayed Labeling in Streaming Data Classification.
Hanqing HuMehmed M. KantardzicPublished in: HICSS (2017)
Keyphrases
- streaming data
- sliding window
- data streams
- concept drifting data streams
- unsupervised learning
- classification accuracy
- concept drift
- decision trees
- support vector
- feature extraction
- training set
- text classification
- supervised learning
- classification algorithm
- class labels
- data stream mining
- feature selection
- training examples
- stream data
- management system
- massive data streams
- text categorization
- anomaly detection
- data mining
- support vector machine
- data points
- feature vectors
- pairwise
- feature space
- learning algorithm
- machine learning