| Presentation | 2018-06-14 [Invited Talk] Application of sparse modeling to geosciences Tatsu Kuwatani, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The essence of geosciences is an inverse problem. It is important to extract essential information from data with noise and uncertainty. In this presentation, we introduce some applications of sparse modeling to various problems in geosciences, and also discuss the importance of data-driven analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Inverse problem / Data-driven science / Sparse modeling |
| Paper # | CAS2018-5,VLD2018-8,SIP2018-25,MSS2018-5 |
| Date of Issue | 2018-06-07 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | CAS / SIP / MSS / VLD |
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| Conference Date | 2018/6/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System and Signal Processing, etc |
| Chair | Hideaki Okazaki(Shonan Inst. of Tech.) / Shogo Muramatsu(Niigata Univ.) / Morikazu Nakamura(Univ. of Ryukyus) / Noriyuki Minegishi(Mitsubishi Electric) |
| Vice Chair | Taizo Yamawaki(Hitachi) / Naoyuki Aikawa(TUS) / Kazunori Hayashi(Osaka City Univ) / Shigemasa Takai(Osaka Univ.) / Nozomu Togawa(Waseda Univ.) |
| Secretary | Taizo Yamawaki(Shonan Inst. of Tech.) / Naoyuki Aikawa(Hitachi) / Kazunori Hayashi(Takushoku Univ.) / Shigemasa Takai(Hiroshima Univ.) / Nozomu Togawa(Toshiba) |
| Assistant | Motoi Yamaguchi(Renesas Electronics) / / Hideki Kinjo(Okinawa Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Signal Processing / Technical Committee on Mathematical Systems Science and its applications / Technical Committee on VLSI Design Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Application of sparse modeling to geosciences |
| Sub Title (in English) | |
| Keyword(1) | Inverse problem |
| Keyword(2) | Data-driven science |
| Keyword(3) | Sparse modeling |
| 1st Author's Name | Tatsu Kuwatani |
| 1st Author's Affiliation | Japan Agency for Marine-earth Science and Technology/Japan Science and Technology Agency(JAMSTEC/JST PRESTO) |
| Date | 2018-06-14 |
| Paper # | CAS2018-5,VLD2018-8,SIP2018-25,MSS2018-5 |
| Volume (vol) | vol.118 |
| Number (no) | CAS-82,VLD-83,SIP-84,MSS-85 |
| Page | pp.pp.23-25(CAS), pp.23-25(VLD), pp.23-25(SIP), pp.23-25(MSS), |
| #Pages | 3 |
| Date of Issue | 2018-06-07 (CAS, VLD, SIP, MSS) |