Big Data Compression in Smart Grids via Optimal Singular Value Decomposition.
Seyed Naser HashemipourJamshid AghaeiAbdollah Kavousi-FardTaher NiknamLadan SalimiPedro Crespo Del GranadoMiadreza Shafie-khahFei WangJoão P. S. CatalãoPublished in: IAS (2020)
Keyphrases
- singular value decomposition
- big data
- singular values
- data analysis
- dimension reduction
- big data analytics
- low rank
- least squares
- cloud computing
- social media
- data processing
- latent semantic indexing
- data management
- principal component analysis
- dimensionality reduction
- vast amounts of data
- data matrix
- business intelligence
- low rank approximation
- databases
- data science
- knowledge discovery
- pattern recognition
- feature selection
- machine learning
- data mining
- information technology
- data warehousing
- massive datasets
- high dimensional
- data sets