Nonlinear dimensionality reduction methods for synthetic biology biobricks' visualization.
Jiaoyun YangHaipeng WangHuitong DingNing AnGil AlterovitzPublished in: BMC Bioinform. (2017)
Keyphrases
- dimensionality reduction methods
- dimensionality reduction
- discriminant analysis
- principal component analysis
- discriminant projection
- knn
- data sets
- preprocessing step
- data analysis
- neural network
- pattern recognition
- nonlinear dimensionality reduction
- distance measure
- kernel pca
- principal components analysis
- machine learning
- canonical correlation analysis
- random projections
- feature selection
- dimension reduction
- decision trees
- linear discriminant analysis
- high dimensional data
- k nearest neighbor
- information retrieval
- signal processing
- feature extraction
- preprocessing