| Presentation | 2005-06-16 A Similarity Monitoring Method for Multiple Data Streams Yasuhiro FUJIWARA, Kazuyoshi MII, Yutaka YANAGISAWA, Tetsuji SATOH, Masashi YAMAMURO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Stored time series data sequences have been applied to various services up to now. An importance of the processing technology of the streaming time series data streams will be rising because of the miniaturization and the price cutting of sensors in the future. In this work, we challenged the problem of monitoring time series data streams to detect similarity in high-speed and exact accuracy. We propose dividing method for multi-dimensional space and dimensionality reduction method from which it is guaranteed that the distance becomes more or equal after dimensionality reduction than before. We verified that our methods are efficient in speed than previous method by evaluating in trajectory data streams in certain condition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Data stream / Dimensionality Reduction / Multi-dimensional Space / Trajectory |
| Paper # | DE2005-4,PRMU2005-25 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2005/6/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Similarity Monitoring Method for Multiple Data Streams |
| Sub Title (in English) | |
| Keyword(1) | Data stream |
| Keyword(2) | Dimensionality Reduction |
| Keyword(3) | Multi-dimensional Space |
| Keyword(4) | Trajectory |
| 1st Author's Name | Yasuhiro FUJIWARA |
| 1st Author's Affiliation | NTT Cyber Space Laboratories, NIPPON TELEGRAPH AND TELEPHONE CORPORATION() |
| 2nd Author's Name | Kazuyoshi MII |
| 2nd Author's Affiliation | NTT Cyber Space Laboratories, NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| 3rd Author's Name | Yutaka YANAGISAWA |
| 3rd Author's Affiliation | NTT Communication Science Laboratories, NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| 4th Author's Name | Tetsuji SATOH |
| 4th Author's Affiliation | NTT Communication Science Laboratories, NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| 5th Author's Name | Masashi YAMAMURO |
| 5th Author's Affiliation | NTT Cyber Space Laboratories, NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| Date | 2005-06-16 |
| Paper # | DE2005-4,PRMU2005-25 |
| Volume (vol) | vol.105 |
| Number (no) | 118 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |