Presentation 2019-03-14
Effect of Dropout Layers of Neural Networks Applied for Iterative Error-Detection Clustering Method
Taishi Watanabe, Masayuki Yamauchi, Mamoru Tanaka,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) IoT has been continued to develop greatly. It is important that cluttered big data need to be used effectively on internet. Clustering is one of important techniques for seperating and analyzing of big data. There is a ``Iterative Error-detection type clustering method system'' with Neural Networks that we have developed. We investigate the effect of the Dropout layer which is thought to device considered useful for optimization of the system.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Clustering / Iterative Error-Detection / Neural Networks / Classification / Data Mining / Dropout
Paper # NLP2018-130
Date of Issue 2019-03-07 (NLP)

Conference Information
Committee NLP / MSS
Conference Date 2019/3/14(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Bunkyo Camp., Univ. of Fukui
Topics (in Japanese) (See Japanese page)
Topics (in English) SICE-DES, IEICE-MSS, IEICE-NLP, Work In Progress, and etc.
Chair Norikazu Takahashi(Okayama Univ.) / Morikazu Nakamura(Univ. of Ryukyus)
Vice Chair Hiroaki Kurokawa(Tokyo Univ. of Tech.) / Shigemasa Takai(Osaka Univ.)
Secretary Hiroaki Kurokawa(Hiroshima Inst. of Tech.) / Shigemasa Takai(Nippon Inst. of Tech.)
Assistant Masayuki Kimura(Kyoto Univ.) / Yutaka Shimada(Saitama Univ.) / Hideki Kinjo(Okinawa Univ.)

Paper Information
Registration To Technical Committee on Nonlinear Problems / Technical Committee on Mathematical Systems Science and its applications
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Effect of Dropout Layers of Neural Networks Applied for Iterative Error-Detection Clustering Method
Sub Title (in English)
Keyword(1) Clustering
Keyword(2) Iterative Error-Detection
Keyword(3) Neural Networks
Keyword(4) Classification
Keyword(5) Data Mining
Keyword(6) Dropout
1st Author's Name Taishi Watanabe
1st Author's Affiliation Hiroshima Institute of Technology(Hiroshima Institute of Tech.)
2nd Author's Name Masayuki Yamauchi
2nd Author's Affiliation Hiroshima Institute of Technology(Hiroshima Institute of Tech.)
3rd Author's Name Mamoru Tanaka
3rd Author's Affiliation Sophia University(Sophia Univ.)
Date 2019-03-14
Paper # NLP2018-130
Volume (vol) vol.118
Number (no) NLP-498
Page pp.pp.31-36(NLP),
#Pages 6
Date of Issue 2019-03-07 (NLP)