Density Estimation in High Dimensions Using Distance to K Nearest Neighbors

博士 === 國立臺灣大學 === 資訊工程學研究所 === 106 === The study of density estimation has produced algorithms that has been used across many disciplines and has become a common fixture in the analysis of data. However density estimation has not been able to perform well on high-dimensional datasets. In this study,...

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Bibliographic Details
Main Authors: Lih-ching Chou, 周立晴
Other Authors: 歐陽彥正
Format: Others
Language:en_US
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/8zc2k4