Incremental Classification with Generalized Eigenvalues.
Claudio CifarelliMario Rosario GuarracinoOnur SerefSalvatore CucinielloPanos M. PardalosPublished in: J. Classif. (2007)
Keyphrases
- incremental learning
- classification accuracy
- classification systems
- pattern recognition
- classification process
- classification rate
- classification scheme
- training set
- feature extraction
- object classification
- support vector
- unsupervised learning
- text classification
- class labels
- classification algorithm
- machine learning methods
- pattern classification
- automatic classification
- image classification
- feature vectors
- decision trees
- data sets
- similarity measure
- supervised classification
- training data
- objective function
- object recognition
- preprocessing
- document classification
- feature space
- benchmark data sets
- principal components
- singular value decomposition
- active learning
- support vector machine
- multi class
- machine learning algorithms