Can I read Refining A K Nearest Neighbor Graph For A Computationally - 2021 - Pattern Reco Annotated on EtoBox?
Refining A K Nearest Neighbor Graph For A Computationally - 2021 - Pattern Reco Annotated by David Sun is a document available to read on EtoBox.
What is Refining A K Nearest Neighbor Graph For A Computationally - 2021 - Pattern Reco Annotated about?
The document discusses a refined approach to k-nearest neighbor graphs aimed at enhancing the computational efficiency of spectral clustering. It highlights the limitations of approximate spectral clustering (ASC) due to performance inconsistency and loss of local statistics, proposing a method that retains data points while reducing edges based on intra-cluster distances. The proposed method demonstrates consistent performance in clustering across various datasets, outperforming traditional ASC methods des
- Author
- David Sun
- Language
- EN