Classification on the Imbalanced Data Stream with Concept Drifts Using a G-means Update Ensemble Approach

碩士 === 國立臺灣科技大學 === 資訊工程系 === 104 === Concept drift has become an important issue while analyzing data streams. Further, data streams can also have skewed class distributions, known as class imbalance. Actually, in the real world, it is likely that a data stream simultaneously has multiple concept d...

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Bibliographic Details
Main Authors: Sin-Kai Wang, 王信凱
Other Authors: Bi-Ru Dai
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/uhhp44