Certainty-based Active Learning For Handling Imbalanced Dataset

碩士 === 國立中正大學 === 資訊工程研究所 === 99 === The main purpose of this thesis is to solve the following two problems appeared in active learning: One is noisy data in dataset problems, and the other is imbalanced dataset problems. We propose the Certainty-Based Active Learning to enhance the problems. For no...

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Bibliographic Details
Main Authors: Bo-Yu Hsieh, 謝博宇
Other Authors: SingLing Lee
Format: Others
Language:en_US
Published: 2011
Online Access:http://ndltd.ncl.edu.tw/handle/57592224340269180515