Vote-Based LELC for Positive and Unlabeled Textual Data Streams.
Bo LiuYanshan XiaoLongbing CaoPhilip S. YuPublished in: ICDM Workshops (2010)
Keyphrases
- data streams
- sliding window
- positive and negative
- positive and unlabeled examples
- concept drift
- natural language
- training data
- multimedia
- sensor data
- data stream mining
- sensor networks
- supervised learning
- unsupervised learning
- data sets
- streaming data
- active learning
- prior knowledge
- distributed data streams
- continuous data streams
- positive data
- textual data
- metadata
- keywords
- change detection
- semi supervised learning
- data distribution
- outlier detection
- unlabeled data
- mining data streams
- information extraction
- non stationary
- continuous queries
- stream mining
- incoming data
- labeled data
- itemsets