Browsing large-scale cheminformatics data with dimension reduction.
Jong Youl ChoiSeung-Hee BaeJudy QiuBin ChenDavid J. WildPublished in: Concurr. Comput. Pract. Exp. (2011)
Keyphrases
- dimension reduction
- high dimensional data
- data sets
- databases
- knowledge discovery
- database
- data analysis
- high dimensional
- singular value decomposition
- input data
- pattern recognition
- training data
- feature extraction
- feature selection
- machine learning
- object recognition
- feature space
- training set
- image data
- linear discriminant analysis
- original data
- neural network
- manifold learning
- variable selection
- random projections
- data samples