| Presentation | 2015-09-11 Statistical characteristics of out-put value in the neural network of the acoustical information observation system for elderly people. Hiroyuki Nishi, Kin Kin, Yoshimasa Kimura, Toshio Kakinoki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In an aging society, the death of elderly people living alone has become a serious social problem. Conventional observation services for elderly people have faults on privacy protection and user interface. Authors are studying observation systems using acoustic information for avoiding the problems of conventional systems. In this study,.usig the statistic characteristics of the out-put value of the neural network, the method of maxmize the accuracy is described under the condition avoiding the over-fitting. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Elderly people / Observation / Life sound / Neural network / Over-fitting |
| Paper # | LOIS2015-28,IE2015-60,EMM2015-43 |
| Date of Issue | 2015-09-03 (LOIS, IE, EMM) |
| Conference Information | |
| Committee | LOIS / IE / EMM / IEE-CMN / ITE-ME |
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| Conference Date | 2015/9/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya University, Higashiyama Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Manabu Okamoto(NTT) / Seishi Takamura(NTT) / Akinori Ito(Tohoku Univ.) / Yoshimi Fukumura(Nagaoka Univ. of Tech.) / Kazuhito Murakami(愛知県立大) |
| Vice Chair | Hiroyuki Nishi(Sojo Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Masashi Unoki(JAIST) / Masaki Kawamura(Yamaguchi Univ.) / / Miki Haseyama(北海道大学) |
| Secretary | Hiroyuki Nishi(Tsuda College) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(NTT) / Masashi Unoki(KDDI R&D Labs.) / Masaki Kawamura(Univ. of Electro-Comm.) / (Nagasaki Univ.) / Miki Haseyama(CRIEPI) |
| Assistant | Yu Ichifuji(NII) / Takamichi Miyata(Chiba Inst. of Tech.) / Keita Takahashi(Nagoya Univ.) / Motoi Iwata(Osaka Pref. Univ.) / Kazuhiro Kohno(Kansai Univ.) / Keisuke Utsu(Tokai Univ.) / Takeshi Yagi(NTT) / Kei Kawamura(KDDI研) / Jun Shimamura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Image Engineering / Technical Committee on Enriched MultiMedia / Technical Meeting on Communications / Technical Group on Media Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical characteristics of out-put value in the neural network of the acoustical information observation system for elderly people. |
| Sub Title (in English) | |
| Keyword(1) | Elderly people |
| Keyword(2) | Observation |
| Keyword(3) | Life sound |
| Keyword(4) | Neural network |
| Keyword(5) | Over-fitting |
| 1st Author's Name | Hiroyuki Nishi |
| 1st Author's Affiliation | Sojo University(Sojo Univ.) |
| 2nd Author's Name | Kin Kin |
| 2nd Author's Affiliation | Sojo University(Sojo Univ.) |
| 3rd Author's Name | Yoshimasa Kimura |
| 3rd Author's Affiliation | Sojo University(Sojo Univ.) |
| 4th Author's Name | Toshio Kakinoki |
| 4th Author's Affiliation | Sojo University(Sojo Univ.) |
| Date | 2015-09-11 |
| Paper # | LOIS2015-28,IE2015-60,EMM2015-43 |
| Volume (vol) | vol.115 |
| Number (no) | LOIS-219,IE-220,EMM-221 |
| Page | pp.pp.73-77(LOIS), pp.73-77(IE), pp.73-77(EMM), |
| #Pages | 5 |
| Date of Issue | 2015-09-03 (LOIS, IE, EMM) |