Representation of big data by dimension reduction.
Alexander G. RammCong VanPublished in: CoRR (2017)
Keyphrases
- dimension reduction
- big data
- cloud computing
- principal component analysis
- high dimensional
- feature extraction
- high dimensional problems
- data management
- data analysis
- social media
- big data analytics
- singular value decomposition
- high dimensional data
- linear discriminant analysis
- business intelligence
- feature selection
- high dimensionality
- manifold learning
- low dimensional
- vast amounts of data
- feature space
- data processing
- unsupervised learning
- knowledge discovery
- object oriented
- dimensionality reduction
- cluster analysis
- data warehousing
- data mining
- data science
- decision support system
- information processing
- data sets
- text mining
- data warehouse
- nearest neighbor
- preprocessing
- computer vision
- real world
- databases