Incremental Possibilistic Approach for Online Clustering and Classification.
Moamar Sayed MouchawehBernard RieraPublished in: IFSA/EUSFLAT Conf. (2009)
Keyphrases
- incremental learning
- incremental clustering
- unsupervised clustering
- automatic classification
- high dimensionality
- clustering method
- image classification
- classification accuracy
- clustering algorithm
- unsupervised learning
- support vector machine svm
- nearest neighbor classification
- pattern classification
- machine learning
- feature vectors
- data clustering
- unsupervised classification
- decision trees
- classification scheme
- feature extraction
- text classification
- online learning
- support vector machine
- supervised learning
- real time
- high dimensional
- benchmark datasets
- classification rules
- supervised classification
- feature set
- classification models
- k means
- data points
- batch mode
- face recognition
- clustering analysis
- density estimation
- support vector
- fuzzy clustering
- feature space
- hierarchical clustering
- active learning
- pairwise
- self organizing maps