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 |
Copyright and reproduction |
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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SIS2011-47 |
Conference Information |
Committee |
SIS |
Conference Date |
2011-12-15 - 2011-12-16 |
Place (in Japanese) |
(See Japanese page) |
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Topics (in Japanese) |
(See Japanese page) |
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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) |
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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 |
4 |
Date of Issue |
2011-12-08 (SIS) |