Using Density Estimation to Improve the Learning with Small Data Sets

碩士 === 國立成功大學 === 工業管理科學系碩博士班 === 91 === This study is devoted to learn knowledge with a small data set using statistical learning theory. Since fewer exemplars usually lead to a lower learning accuracy, many approaches use a big number of exemplars in learning process for higher learning accuracies...

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Bibliographic Details
Main Authors: Yao-San Lin, 林耀三
Other Authors: Der-Chang Li
Format: Others
Language:en_US
Published: 2003
Online Access:http://ndltd.ncl.edu.tw/handle/28652252338863398522