| Presentation | 2005-09-16 Realization of Retrieval Systems for Clusters by using Hierarchical Rule Generations based on the Genetic Programming Jianjun LU, Yoshinori KISHIKAWA, Shozo TOKINAGA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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 of firms using financial ratios. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Retrieval of clusters / Genetic Programming / Rule generation / Categorization of numerical data |
| Paper # | CAS2005-48,NLP2005-61 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2005/9/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Realization of Retrieval Systems for Clusters by using Hierarchical Rule Generations based on the Genetic Programming |
| Sub Title (in English) | |
| Keyword(1) | Retrieval of clusters |
| Keyword(2) | Genetic Programming |
| Keyword(3) | Rule generation |
| Keyword(4) | Categorization of numerical data |
| 1st Author's Name | Jianjun LU |
| 1st Author's Affiliation | Graduate School of Economics, Kyushu University() |
| 2nd Author's Name | Yoshinori KISHIKAWA |
| 2nd Author's Affiliation | Faculty of System Science and Technology, Akita Prefectural University |
| 3rd Author's Name | Shozo TOKINAGA |
| 3rd Author's Affiliation | Graduate School of Economics, Kyushu University |
| Date | 2005-09-16 |
| Paper # | CAS2005-48,NLP2005-61 |
| Volume (vol) | vol.105 |
| Number (no) | 277 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |