Efficient Time Series Data Classification and Compression in Distributed Monitoring.
Sheng DiHai JinShengli LiJing TieLing ChenPublished in: PAKDD Workshops (2007)
Keyphrases
- support vector machine
- machine learning
- text classification
- classification accuracy
- lightweight
- support vector
- class labels
- decision trees
- classification scheme
- real time
- svm classifier
- multi agent
- machine learning algorithms
- model selection
- distributed systems
- supervised learning
- classification systems
- data analysis
- distributed environment
- pattern classification
- feature extraction
- distributed data
- image classification
- feature selection
- cooperative
- benchmark datasets
- mobile agents
- unsupervised learning
- image compression
- decision rules
- monitoring system
- classification method
- feature set
- automatic classification
- nearest neighbor