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Optimum guard zone for self-supervised learning

 

作者: S.K.Pal,  

 

期刊: IEE Proceedings E (Computers and Digital Techniques)  (IET Available online 1982)
卷期: Volume 129, issue 1  

页码: 9-14

 

年代: 1982

 

DOI:10.1049/ip-e.1982.0002

 

出版商: IEE

 

数据来源: IET

 

摘要:

A self-supervised learning algorithm using fuzzy set and the concept of guard zones around the class representative vectors is presented and demonstrated for vowel recognition. An optimum guard zone having the best match with the fully supervised performance is determined. Results are also compared with that of nonsupervised case for various orders of input patterns.

 

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