| 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 |
| Download PDF |
|
| 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) |
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| Keyword(1) |
Retrieval of clusters |
| Keyword(2) |
Genetic Programming |
| Keyword(3) |
Rule generation |
| Keyword(4) |
Categorization of numerical data |
| Keyword(5) |
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| Keyword(6) |
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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 |
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| Date Time |
2005-11-19 15:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2005-82 |
| Volume (vol) |
vol.105 |
| Number (no) |
no.417 |
| Page |
pp.65-70 |
| #Pages |
6 |
| Date of Issue |
2005-11-12 (NLP) |