Data Classification via Network Method

• Main Authors: Yu-hua Huang, 黃俞華
• Other Authors: Kun-Lin Kuo
• Format: Others
• Language: zh-TW
• Published: 2016
• Online Access: http://ndltd.ncl.edu.tw/handle/15835881768020796471

碩士 === 國立高雄大學 === 統計學研究所博士班 === 104 === The results of classification of traditional data are frequently limited to the choice of the distance. We provide a new concept of converting the traditional data into a network, and then using the network clustering technology to obtain the result of classification. First, we extend information of each data and treat it as a node of the network. Second, use the multivariate two-sample test method to determine whether two nodes have a link between them. Finally, we cluster this network. The empirical results show that our method has a relatively stable clustering effect.