Advancing Singular Value Decomposition Techniques for Enhanced Data Mining in Recommender Systems.
Mykola BeshleyOlena Hordiichuk-BublivskaHalyna BeshleyIryna IvanochkoPublished in: ICAISC (2) (2023)
Keyphrases
- singular value decomposition
- recommender systems
- data mining
- singular values
- least squares
- low rank
- collaborative filtering
- dimension reduction
- dimensionality reduction
- latent semantic indexing
- principal component analysis
- null space
- cluster analysis
- reconstruction error
- latent semantic analysis
- data analysis
- text mining
- image processing
- low rank matrices
- qr decomposition
- singular vectors
- correlation matrix
- factorization method
- computer vision
- machine learning