Towards High-dimensional Data Analysis in Air Quality Research.
Daniel EngelMathias HummelF. HoepelKeith BeinAnthony S. WexlerChristoph GarthBernd HamannHans HagenPublished in: Comput. Graph. Forum (2013)
Keyphrases
- air quality
- high dimensional data analysis
- dimension reduction
- preprocessing step
- high dimensional
- air pollution
- face recognition
- multimodal data
- variable selection
- high dimensional data
- dimensionality reduction methods
- dimensionality reduction
- supervised dimensionality reduction
- environmental monitoring
- traffic flow
- urban areas
- feature extraction
- principal component analysis
- low dimensional
- computer vision
- singular value decomposition
- feature space
- data sets
- discriminant analysis
- linear discriminant analysis
- cluster analysis
- cross validation
- pattern recognition
- database systems
- image processing