Une approche centroïde pour la classification de séquences dans les data streams.
Alice MarascuFlorent MassegliaPublished in: INFORSID (2006)
Keyphrases
- data streams
- data stream classification
- feature extraction
- pattern recognition
- anytime classification
- decision trees
- pattern classification
- data sets
- automatic classification
- preprocessing
- training set
- feature vectors
- classification accuracy
- classification method
- classification scheme
- machine learning methods
- unsupervised learning
- support vector machine svm
- model selection
- text classification
- support vector
- machine learning
- class labels
- decision rules
- supervised learning
- classification models
- sensor networks
- feature space
- classification systems
- ensemble classifier
- stream data
- data stream mining