A NOVEL SVM ENSEMBLE APPROACH USING CLUSTERING ANALYSIS

• 作 者: Yuan Hejin Zhang Yanning Yang
• 机 构: SchoolofComputerScience,CollegeofMechanical＆ElectronicEngineering,DepartmentofMaths
• 出 处: 电子科学学刊：英文版
• 发表日期: 2008年2期
• 关键词: 支持向量机 聚类分析 人工智能 分级策略 Support Vector Machine （SVM） Ensemble Clustering analysis
• 基金项目: Supported by the National Natural Science Foundation of China （No.60472072）, the Specialized Research Foundation for the Doctoral Program of Higher Education of China （No.20040699034）.

A novel Support Vector Machine(SVM) ensemble approach using clustering analysis is proposed. Firstly,the positive and negative training examples are clustered through subtractive clus-tering algorithm respectively. Then some representative examples are ch