Optimized Tensor Decomposition and Principal Component Analysis Outperforming State-of-the-Art Methods When Analyzing Histone Modification Chromatin Immunoprecipitation Profiles.
Turki TurkiSanjiban Sekhar RoyY-h. TaguchiPublished in: Algorithms (2023)
Keyphrases
- tensor decomposition
- principal component analysis
- tensor analysis
- data representation
- auxiliary information
- high order
- dimensionality reduction
- covariance matrix
- face recognition
- feature extraction
- least squares
- low rank
- user profiles
- singular value decomposition
- data sets
- higher order
- image retrieval
- decomposition algorithm
- feature space