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Paper Abstract and Keywords
Presentation 2016-12-22 15:40
Reduction of Search Number for Equivalence Structure Extraction Under Equivalence Structure Conservation Assumption
Seiya Satoh (AIST), Yoshinobu Takahashi (University of Electro-Communications), Hiroshi Yamakawa (Dwango AI Lab) ISEC2016-87 COMP2016-48
Abstract (in Japanese) (See Japanese page) 
(in English) We consider $K$-tuples that are composed of IDs that identify $K$D sequences where the number of IDs is $N$. An equivalence structure (ES) is defined as a set of $K$-tuples that identify $K$D sequences considered equivalent. Whether or not two $K$D sequences are equivalent is determined based on their continuous subsequences. Since the number of possible $K$-tuples taken from $N$ IDs is $_N {mathrm P}_K$, the comparisons cause combinatorial explosion along with the increase of $K$. In this paper, we show that a $K$D ES can be generated from a $(K - 1)$-D ES when we have an assumption that a $(K - 1)$-D ES is a superset of a set of $(K-1)$-tuples that are taken from a $K$D ES removing the $k$th ID of all the $K$-tuples. In addition, we show that we can obtain ES's successively increasing $K$ and reduce the number of tuples to consider.
Keyword (in Japanese) (See Japanese page) 
(in English) equivalence structure / imitation learning / combinatorial explosion / speed-up / sequence data / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 381, COMP2016-48, pp. 81-86, Dec. 2016.
Paper # COMP2016-48 
Date of Issue 2016-12-14 (ISEC, COMP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee COMP ISEC  
Conference Date 2016-12-21 - 2016-12-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Hiroshima University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To COMP 
Conference Code 2016-12-COMP-ISEC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Reduction of Search Number for Equivalence Structure Extraction Under Equivalence Structure Conservation Assumption 
Sub Title (in English)  
Keyword(1) equivalence structure  
Keyword(2) imitation learning  
Keyword(3) combinatorial explosion  
Keyword(4) speed-up  
Keyword(5) sequence data  
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1st Author's Name Seiya Satoh  
1st Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
2nd Author's Name Yoshinobu Takahashi  
2nd Author's Affiliation University of Electro-Communications (University of Electro-Communications)
3rd Author's Name Hiroshi Yamakawa  
3rd Author's Affiliation Dwango Artificial Intelligence Laboratory (Dwango AI Lab)
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Speaker
Date Time 2016-12-22 15:40:00 
Presentation Time 20 
Registration for COMP 
Paper # IEICE-ISEC2016-87,IEICE-COMP2016-48 
Volume (vol) IEICE-116 
Number (no) no.380(ISEC), no.381(COMP) 
Page pp.81-86 
#Pages IEICE-6 
Date of Issue IEICE-ISEC-2016-12-14,IEICE-COMP-2016-12-14 


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