Sliding window online Kernel-based classification by projection mappings.
Konstantinos SlavakisSergios TheodoridisPublished in: ISCAS (2008)
Keyphrases
- sliding window
- data streams
- support vector machine
- stream data
- online learning
- window size
- support vector
- streaming data
- fixed size
- machine learning
- variable size
- feature space
- multi category
- class labels
- space efficient
- limited memory
- feature selection
- closed frequent itemsets
- multiple kernel learning
- continuous queries
- kernel methods
- classification algorithm
- image classification
- supervised learning
- decision trees