An Integration-Based Approach to Pattern Clustering and Classification.
Laura SaniGianluca D'AddeseRiccardo PecoriMonica MordoniniMarco VillaniStefano CagnoniPublished in: AI*IA (2018)
Keyphrases
- unsupervised classification
- unsupervised clustering
- image classification
- decision trees
- clustering algorithm
- feature extraction
- clustering method
- pattern classification
- unsupervised learning
- classification method
- automatic classification
- supervised classification
- k means
- pattern recognition
- classification scheme
- classification systems
- clustering analysis
- high dimensionality
- cluster analysis
- pattern representation
- classification accuracy
- classification algorithm
- text classification
- preprocessing
- benchmark datasets
- support vector machine svm
- data clustering
- classification process
- hierarchical clustering
- training samples
- pattern matching
- pairwise
- high dimensional
- text clustering
- cost sensitive
- microarray data analysis
- neural network
- supervised learning
- model selection
- classification models
- fuzzy clustering
- spectral clustering
- classification rules
- data integration
- class labels