Visualization, Clustering and Classification of Multidimensional Astronomical Data.
Antonino StaianoAngelo CiaramellaLara De VincoGiuseppe LongoGiancarlo RaiconiRoberto TagliaferriRoberto AmatoCarmine Del MondoGiuseppe ManganoGennaro MielePublished in: CAMP (2005)
Keyphrases
- multidimensional data
- pattern recognition
- unsupervised learning
- clustering algorithm
- unsupervised classification
- self organizing maps
- classification accuracy
- supervised learning
- k means
- automatic classification
- decision trees
- unsupervised clustering
- clustering analysis
- high dimensionality
- classification method
- clustering method
- machine learning
- supervised classification
- classification process
- support vector machine
- feature vectors
- data cube
- hierarchical clustering
- data clustering
- data analysis
- data visualization
- information theoretic
- training set
- machine learning algorithms
- feature extraction
- classification scheme
- text classification
- multi dimensional
- gene expression profiles
- categorical data
- classification systems
- support vector machine svm
- cluster analysis
- classification algorithm
- class labels
- data sets
- model selection
- feature set
- nearest neighbor
- data points
- feature space
- feature selection
- data mining
- neural network