| Presentation | 2011-12-15 Automatic Prediction of Supply Goods Consumption based on Sensor Data Shuhei YAMAGUCHI, Jin MITSUGI, Mamoru YOSHIDA, Osamu NAKAMURA, Jun MURAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | consumntion estimate / gamma distribution / maximum likelihood estimation |
| Paper # | SIS2011-47 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2011/12/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| 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) | consumntion estimate |
| Keyword(2) | gamma distribution |
| Keyword(3) | maximum likelihood estimation |
| 1st Author's Name | Shuhei YAMAGUCHI |
| 1st Author's Affiliation | AutoID Lab., Keio University() |
| 2nd Author's Name | Jin MITSUGI |
| 2nd Author's Affiliation | AutoID Lab., Keio University |
| 3rd Author's Name | Mamoru YOSHIDA |
| 3rd Author's Affiliation | AutoID Lab., Keio University |
| 4th Author's Name | Osamu NAKAMURA |
| 4th Author's Affiliation | AutoID Lab., Keio University |
| 5th Author's Name | Jun MURAI |
| 5th Author's Affiliation | AutoID Lab., Keio University |
| Date | 2011-12-15 |
| Paper # | SIS2011-47 |
| Volume (vol) | vol.111 |
| Number (no) | 342 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |