Exploring high dimensional data with Butterfly: a novel classification algorithm based on discrete dynamical systems.
Joseph GeraciMoyez DharseePaulo A. S. NuinAlexandria HaslehurstMadhuri KotiHarriet E. FeilotterKenneth R. EvansPublished in: Bioinform. (2014)
Keyphrases
- classification algorithm
- high dimensional data
- discrete dynamical systems
- cellular automata
- nearest neighbor
- petri net
- knn
- k nearest neighbor
- dimensionality reduction
- low dimensional
- high dimensional
- high dimensionality
- dynamical systems
- data sets
- data points
- naive bayes
- data analysis
- data distribution
- similarity search
- support vector machine
- class labels
- input space
- linear discriminant analysis
- subspace clustering
- learning algorithm
- high dimensional spaces
- input data
- training set
- dimensional data
- accurate classification
- high dimensional data sets
- clustering high dimensional data
- decision trees
- manifold learning
- classification method
- feature selection
- concept drift
- classification accuracy
- multi dimensional
- feature extraction
- database