A Tensor-Based Approach for Big Data Representation and Dimensionality Reduction.
Liwei KuangFei HaoLaurence T. YangMan LinChangqing LuoGeyong MinPublished in: IEEE Trans. Emerg. Top. Comput. (2014)
Keyphrases
- big data
- dimensionality reduction
- cloud computing
- big data analytics
- data analysis
- unstructured data
- data processing
- social media
- health informatics
- data intensive
- business intelligence
- high dimensional data
- data representation
- vast amounts of data
- principal component analysis
- data management
- data visualization
- massive data
- data points
- low dimensional
- high volume
- feature extraction
- data driven decision making
- database
- manifold learning
- data warehousing
- data warehouse
- high dimensional
- feature space
- information systems