Big Data Scaling through Metric Mapping: Exploiting the Remarkable Simplicity of Very High Dimensional Spaces using Correspondence Analysis.
Fionn MurtaghPublished in: CoRR (2015)
Keyphrases
- big data
- high dimensional spaces
- correspondence analysis
- euclidean distance
- multidimensional scaling
- nearest neighbor
- high dimensional data
- high dimensional
- data analysis
- low dimensional
- cloud computing
- dimensionality reduction
- data management
- categorical data
- factor analysis
- high dimensionality
- distance metric
- distance function
- business intelligence
- big data analytics
- dimensional data
- data processing
- social media
- knowledge discovery
- feature selection
- data warehousing
- similarity measure
- metric space
- distance measure
- data sets
- neural network
- association rules
- machine learning
- support vector
- feature extraction
- data mining
- data points
- principal component analysis