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Paper Abstract and Keywords
Presentation 2005-11-19 15:15
Analysis of Cluster Formations on Planer Cells consisting of Multi-agent using Genetic Programming for Learning and Its Applications
Jianjung Lu, Shozo Tokinaga (Kyushu Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This report deals with the realization of retrieval systems for clusters by using hierarchical rule generations based on the Genetic Programming (GP). At first, whole data is divided into several clusters and the rules are improved based the GP by introducing two indicators (commonality and cardinality) so that retrieval system extract only targeted cluster. A group of numerical data is also categorized based on the GP method in a similar way. The method is applied to personal loan assessment problems and the evaluation offirms using financial ratios.
Keyword (in Japanese) (See Japanese page) 
(in English) Retrieval of clusters / Genetic Programming / Rule generation / Categorization of numerical data / / / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 417, NLP2005-82, pp. 65-70, Nov. 2005.
Paper # NLP2005-82 
Date of Issue 2005-11-12 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee NLP  
Conference Date 2005-11-18 - 2005-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyushu Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Special session and general. Subject of special session is ``Randomness and prediction---from fundamentals to applications''. 
Paper Information
Registration To NLP 
Conference Code 2005-11-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis of Cluster Formations on Planer Cells consisting of Multi-agent using Genetic Programming for Learning and Its Applications 
Sub Title (in English)  
Keyword(1) Retrieval of clusters  
Keyword(2) Genetic Programming  
Keyword(3) Rule generation  
Keyword(4) Categorization of numerical data  
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1st Author's Name Jianjung Lu  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Shozo Tokinaga  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker
Date Time 2005-11-19 15:15:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2005-82 
Volume (vol) IEICE-105 
Number (no) no.417 
Page pp.65-70 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2005-11-12 


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