High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition.
Hadi SalehiAlex A. GorodetskyRoya SolhmirzaeiPengcheng JiaoPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- tensor decomposition
- civil engineering
- data analytics
- high dimensional
- data representation
- auxiliary information
- low rank
- visual data
- structural analysis
- dimensionality reduction
- high order
- tensor factorization
- high dimensional data
- big data
- knowledge based systems
- data mining techniques
- low dimensional
- data analysis
- nearest neighbor
- data mining
- feature space
- data points
- linear algebra
- keyword search
- matrix factorization
- databases
- business intelligence
- artificial intelligence
- cloud computing
- semi supervised
- singular value decomposition
- data processing