Identifying stable objects for accelerating the classification phase of k-means.
Adriana MexicanoSalvador CervantesRicardo Rodríguez JorgeJoaquín PérezNelva AlmanzaM. A. JiménezA. AzuaraPublished in: 3PGCIC (2016)
Keyphrases
- k means
- classification accuracy
- pattern classification
- pattern recognition
- machine learning
- training phase
- feature extraction
- classification scheme
- classification algorithm
- image classification
- classification systems
- unsupervised clustering
- learning phase
- training samples
- support vector
- feature space
- text classification
- computer vision
- feature selection
- decision trees
- automatic classification
- classification models
- class labels
- supervised learning
- spectral clustering
- data objects
- classification rules
- feature vectors
- self organizing maps
- supervised classification
- d objects
- data mining