Presentation 2013-07-20
Individual visualization of lifestyle pattern by SOM^2 with class estimation
Hideaki ISHIBASHI, Toru IWASAKI, Keiichi HORIO, Hideyuki NAMBA, Tetsuo FURUKAWA,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) To decrease the risk of lifestyle-related deseases, it is important to recognize the life pattern such as exercise and sleep, and to improve it by oneself. For the purpose, life pattern visualization of each person is expected to be effective way to feedback. The aim of this work is to develop an SOM-based algorithm visualizaing the individual life pattern condition. With focused on the relation between the controllable factors an the constraint factors, we developed a higher-rank of SOM with class estimation. Furthermore we introduced a metrics learning to the SOM, so that the metrices of both factors become closer.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Self-Organizing Map / SOM / SOM^2 with class estimation / metrics learning / lifestyle pattern analysis / behavior modification
Paper # NC2013-20
Date of Issue

Conference Information
Committee NC
Conference Date 2013/7/12(1days)
Place (in Japanese) (See Japanese page)
Place (in English)
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Individual visualization of lifestyle pattern by SOM^2 with class estimation
Sub Title (in English)
Keyword(1) Self-Organizing Map
Keyword(2) SOM
Keyword(3) SOM^2 with class estimation
Keyword(4) metrics learning
Keyword(5) lifestyle pattern analysis
Keyword(6) behavior modification
1st Author's Name Hideaki ISHIBASHI
1st Author's Affiliation Department of Brain Science and Engineering, Kyushu Institute of Technology()
2nd Author's Name Toru IWASAKI
2nd Author's Affiliation Department of Brain Science and Engineering, Kyushu Institute of Technology
3rd Author's Name Keiichi HORIO
3rd Author's Affiliation Department of Brain Science and Engineering, Kyushu Institute of Technology
4th Author's Name Hideyuki NAMBA
4th Author's Affiliation Faculty of Human Ecology, Exercise Pysiology Lab Wayo Women's University
5th Author's Name Tetsuo FURUKAWA
5th Author's Affiliation Department of Brain Science and Engineering, Kyushu Institute of Technology
Date 2013-07-20
Paper # NC2013-20
Volume (vol) vol.113
Number (no) 148
Page pp.pp.-
#Pages 6
Date of Issue