| Presentation | 2022-01-28 [Invited Talk] Structure of time-series motifs and its time evolution Makoto Imamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Time series motifs are one of the fundamental tools to represent stereotyped repeated subsequences that reflect the conserved behaviors in machine operations, human motions and economic activities. This lecture describes spikelet and time series chains as recent topics in time series motifs. Spikelet is an adaptive symbolic approximation for finding higher-level structure in time Series. Time series chain is a tool to represent the evolving patterns that are associated with the degradation of machines or the change of patient's condition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Time Series Datamining / Motif / Time Series Chains / Predictive Maintenance / Motion Analysis |
| Paper # | ICM2021-41,LOIS2021-39 |
| Date of Issue | 2022-01-20 (ICM, LOIS) |
| Conference Information | |
| Committee | LOIS / ICM |
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| Conference Date | 2022/1/27(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Chair | Toru Kobayashi(Nagasaki Univ.) / Kazuhiko Kinoshita(Tokushima Univ.) |
| Vice Chair | Hiroyuki Toda(NTT) / Haruo Ooishi(NTT) / Eiji Takahashi(NEC) |
| Secretary | Hiroyuki Toda(Nagasaki Univ.) / Haruo Ooishi(NTT) / Eiji Takahashi(Bosco) |
| Assistant | Kazuki Fukae(Nagasaki Univ.) / Yoshifumi Kato(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Information and Communication Management |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Structure of time-series motifs and its time evolution |
| Sub Title (in English) | |
| Keyword(1) | Time Series Datamining |
| Keyword(2) | Motif |
| Keyword(3) | Time Series Chains |
| Keyword(4) | Predictive Maintenance |
| Keyword(5) | Motion Analysis |
| 1st Author's Name | Makoto Imamura |
| 1st Author's Affiliation | Tokai University(Tokai Univ.) |
| Date | 2022-01-28 |
| Paper # | ICM2021-41,LOIS2021-39 |
| Volume (vol) | vol.121 |
| Number (no) | ICM-354,LOIS-355 |
| Page | pp.pp.46-50(ICM), pp.46-50(LOIS), |
| #Pages | 5 |
| Date of Issue | 2022-01-20 (ICM, LOIS) |