Parallel Spectral Clustering in Distributed Systems

资 源 简 介

This directory includes sources used in the following paper: Parallel Spectral Clustering in Distributed Systems Wen-Yen Chen， Yangqiu Song， Hongjie Bai， Chih-Jen Lin， and Edward Chang Accepted by IEEE Transactions on Pattern Analysis and Machine In

详 情 说 明

This directory contains the sources used in the research paper titled "Parallel Spectral Clustering in Distributed Systems" authored by Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Chang, which was accepted by the IEEE Transactions on Pattern Analysis and Machine Intelligence in 2010. The code has been thoroughly tested on a 64-bit Linux environment using MATLAB 7.4.0.287 (R2007a). By utilizing the code provided, you can reproduce the experimental results mentioned in the paper. However, due to the stochastic nature of the algorithm, the speed of your CPU, and the load on your computer, the results may vary slightly from those reported in the paper.