Presentation | 2019-03-14 Effect of Dropout Layers of Neural Networks Applied for Iterative Error-Detection Clustering Method Taishi Watanabe, Masayuki Yamauchi, Mamoru Tanaka, |
---|---|
PDF Download Page | PDF download Page Link |
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) |