IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2019-03-14 15:35
Effect of Dropout Layers of Neural Networks Applied for Iterative Error-Detection Clustering Method
Taishi Watanabe, Masayuki Yamauchi (Hiroshima Institute of Tech.), Mamoru Tanaka (Sophia Univ.) NLP2018-130
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) Clustering / Iterative Error-Detection / Neural Networks / Classification / Data Mining / Dropout / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 498, NLP2018-130, pp. 31-36, March 2019.
Paper # NLP2018-130 
Date of Issue 2019-03-07 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2018-130

Conference Information
Committee NLP MSS  
Conference Date 2019-03-14 - 2019-03-15 
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. 
Paper Information
Registration To NLP 
Conference Code 2019-03-NLP-MSS 
Language Japanese 
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.)
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2019-03-14 15:35:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2018-130 
Volume (vol) vol.118 
Number (no) no.498 
Page pp.31-36 
Date of Issue 2019-03-07 (NLP) 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan