Adaptive dissimilarity weighting for prototype-based classification optimizing mixtures of dissimilarities.
Marika KadenDavid NebelThomas VillmannPublished in: ESANN (2016)
Keyphrases
- dissimilarity measure
- feature space
- pattern classification
- classification accuracy
- pattern recognition
- automatic classification
- pairwise
- feature vectors
- classification algorithm
- neural network
- dissimilarity representation
- classification process
- classification systems
- supervised learning
- machine learning
- support vector
- preprocessing
- model selection
- database
- classification scheme
- class labels
- support vector machine svm
- support vector machine
- classification method
- probabilistic model
- classification models
- euclidean space
- active learning
- machine learning algorithms
- training samples
- weighting scheme
- dissimilarity matrix
- unsupervised learning