Semi-supervised Affinity Propagation Clustering Based on Subtractive Clustering for Large-Scale Data

• 作 者: Qi Zhu Huifu Zhang Quanqin Yan
• 机 构: SchoolofComputerScienceandEngineering
• 出 处: 国际计算机前沿大会会议论文集
• 发表日期: 2015年1期
• 关键词: subtractive CLUSTERING initial cluster AFFINITY PROPAGATION CLUSTERING SEMI-SUPE
• 基金项目: This research has been partially supported by the national natural science foundation of China (51175169) and the national science and technology support program (2012BAF02B01).

In the face of a growing number of large-scale data sets, affinity propagation clustering algorithm to calculate the process required to build the similarity matrix, will bring huge storage and computation. Therefore, this paper proposes an improved affin