Dimension Reduction of Anthropometric Measurements with Support Vector Machine for Regression: Application to a French Military Personnel Database.
Pierre PuchaudSimon KirchhoferGeorges DumontNicolas BideauCharles PontonnierPublished in: AHFE (6) (2020)
Keyphrases
- dimension reduction
- database
- support vector machine
- partial least squares
- high dimensional
- feature selection
- databases
- dimension reduction methods
- high dimensional problems
- singular value decomposition
- feature extraction
- principal component analysis
- data mining and machine learning
- random projections
- low dimensional
- feature space
- training data
- computer vision
- neural network
- training set
- dimensionality reduction
- k nearest neighbor
- human body
- linear discriminant analysis
- facial images