Presentation | 2003/3/7 Boosting with Evolutionary Index Selection Kazuhiro MATSUI, Haruo SATO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose an extension of the boosting method, namely, evolutionary boosting (EB), by introducing a concept of the evolutionary index selection (EIS). The EIS, which has been proposed by the authors, selects effective combinations of indices for pattern-classification tasks using an evolutionary method. The EB is a new classification method based on the integration of the EIS and the boosting. In this paper, we apply our method to some benchmark problems and discuss the effectiveness of the proposed method. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Boosting / Genetic Algorithm / Index Selection |
Paper # | PRMU2002-257 |
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Committee | PRMU |
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Conference Date | 2003/3/7(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Boosting with Evolutionary Index Selection |
Sub Title (in English) | |
Keyword(1) | Boosting |
Keyword(2) | Genetic Algorithm |
Keyword(3) | Index Selection |
1st Author's Name | Kazuhiro MATSUI |
1st Author's Affiliation | Dept. of Computer Science, College of Engineering, Nihon University() |
2nd Author's Name | Haruo SATO |
2nd Author's Affiliation | Dept. of Computer Science, College of Engineering, Nihon University |
Date | 2003/3/7 |
Paper # | PRMU2002-257 |
Volume (vol) | vol.102 |
Number (no) | 708 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |