The Exploration Machine - a novel method for structure-preserving dimensionality reduction.
Axel WismüllerPublished in: ESANN (2009)
Keyphrases
- structure preserving
- dimensionality reduction
- high accuracy
- high precision
- detection method
- computational cost
- segmentation method
- preprocessing
- pairwise
- computationally efficient
- support vector machine svm
- computational complexity
- significant improvement
- synthetic data
- bayesian networks
- multiscale
- data representation
- principal components
- clustering method
- optimization algorithm
- feature set
- machine learning
- classification accuracy
- dynamic programming
- prior knowledge