TDbasedUFEadv

TDbasedUFEadv extends tensor decomposition based unsupervised feature extraction to enable more complicated and advanced analyses beyond simple feature selection and multiomics analyses.

Key Features:

• Advanced tensor decomposition: Performs more complicated and advanced tensor decomposition based unsupervised feature extraction operations compared to the base TDbasedUFE package.
• Multiomics analysis support: Supports multiomics analyses with expanded functionality for users requiring more specific analytical features.

Scientific Applications:

• Feature selection: Enables feature selection for complex datasets requiring advanced tensor decomposition approaches.
• Multiomics data integration: Facilitates integration and analysis of multiomics data types through tensor decomposition methods.

Methodology:

Tensor decomposition based unsupervised feature extraction.