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Paper Abstract and Keywords
Presentation 2013-11-13 15:45
[Poster Presentation] Energy Disaggregation for Appliance Loads Based on Semi-Supervised NMF
Yu Fujimoto, Naoki Okubo, Yasuhiro Hayashi (Waseda Univ.), Yoshimasa Sugitate, Shiro Ogata (Omron)
Abstract (in Japanese) (See Japanese page) 
(in English) The authors propose an application of non-negative matrix factorization for the energy disaggregation task. The method is based on a semi-supervised learning framework using the additional information of binary appliance-wise usage history such that the appliance is used or not used.
Keyword (in Japanese) (See Japanese page) 
(in English) Energy Disaggregation / Non-negative Matrix Factorization / Semi-supervised Learning / Sparseness / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 286, IBISML2013-60, pp. 185-190, Nov. 2013.
Paper # IBISML2013-60 
Date of Issue 2013-11-05 (IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee IBISML  
Conference Date 2013-11-10 - 2013-11-13 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo Institute of Technology, Kuramae-Kaikan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The 16th IBIS Workshop & The 2nd IBIS Tutorial 
Paper Information
Registration To IBISML 
Conference Code 2013-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Energy Disaggregation for Appliance Loads Based on Semi-Supervised NMF 
Sub Title (in English)  
Keyword(1) Energy Disaggregation  
Keyword(2) Non-negative Matrix Factorization  
Keyword(3) Semi-supervised Learning  
Keyword(4) Sparseness  
1st Author's Name Yu Fujimoto  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Naoki Okubo  
2nd Author's Affiliation Waseda University (Waseda Univ.)
3rd Author's Name Yasuhiro Hayashi  
3rd Author's Affiliation Waseda University (Waseda Univ.)
4th Author's Name Yoshimasa Sugitate  
4th Author's Affiliation Omron Corporation (Omron)
5th Author's Name Shiro Ogata  
5th Author's Affiliation Omron Corporation (Omron)
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Date Time 2013-11-13 15:45:00 
Presentation Time 180 
Registration for IBISML 
Paper # IEICE-IBISML2013-60 
Volume (vol) IEICE-113 
Number (no) no.286 
Page pp.185-190 
#Pages IEICE-6 
Date of Issue IEICE-IBISML-2013-11-05 

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