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Paper Abstract and Keywords
Presentation 2011-12-15 15:35
Automatic Prediction of Supply Goods Consumption based on Sensor Data
Shuhei Yamaguchi, Jin Mitsugi, Mamoru Yoshida, Osamu Nakamura, Jun Murai (Keio Univ) SIS2011-47
Abstract (in Japanese) (See Japanese page) 
(in English) Automatic consumption prediction method based on a combination of most likelyhood estimation in
two different history data is presented. Numerical simulations based on measured data of printers reveals that the
proposed method successfully predict the consumption trend change. We also showed our method improves the
amount of inventy by 12.5%.
Keyword (in Japanese) (See Japanese page) 
(in English) Consumption Estimate / Gamma Distribution, / maximum likelihood estimation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 342, SIS2011-47, pp. 43-46, Dec. 2011.
Paper # SIS2011-47 
Date of Issue 2011-12-08 (SIS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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)
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Conference Information
Committee SIS  
Conference Date 2011-12-15 - 2011-12-16 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIS 
Conference Code 2011-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automatic Prediction of Supply Goods Consumption based on Sensor Data 
Sub Title (in English)  
Keyword(1) Consumption Estimate  
Keyword(2) Gamma Distribution,  
Keyword(3) maximum likelihood estimation  
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1st Author's Name Shuhei Yamaguchi  
1st Author's Affiliation Keio University (Keio Univ)
2nd Author's Name Jin Mitsugi  
2nd Author's Affiliation Keio University (Keio Univ)
3rd Author's Name Mamoru Yoshida  
3rd Author's Affiliation Keio University (Keio Univ)
4th Author's Name Osamu Nakamura  
4th Author's Affiliation Keio University (Keio Univ)
5th Author's Name Jun Murai  
5th Author's Affiliation Keio University (Keio Univ)
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Speaker Author-1 
Date Time 2011-12-15 15:35:00 
Presentation Time 25 minutes 
Registration for SIS 
Paper # SIS2011-47 
Volume (vol) vol.111 
Number (no) no.342 
Page pp.43-46 
#Pages
Date of Issue 2011-12-08 (SIS) 


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