FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images.
Jieqiong ZhaoMorteza KarimzadehAli MasjediTaojun WangXiwen ZhangMelba M. CrawfordDavid S. EbertPublished in: IEEE VIS (Short Papers) (2019)
Keyphrases
- regression model
- hyperspectral images
- feature selection
- model selection
- hyperspectral
- hyperspectral imagery
- regression methods
- remote sensing
- explanatory variables
- mutual information
- multispectral
- regression analysis
- hyperspectral data
- regression trees
- multispectral images
- linear model
- infrared
- support vector machine
- classification accuracy
- feature space
- support vector
- multivariate regression
- high dimensionality
- machine learning
- target detection
- spatial resolution
- satellite images
- neural network
- dimensionality reduction
- knn