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Membership Functions for Multiclassification by Pairwise SVM
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- Tanaka Hidetoshi
- Info. Tech. R&D Center, Mitsubishi Electric Corporation
Bibliographic Information
- Other Title
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- ペアワイズ識別に基づく多種識別でのメンバーシップ関数の制約条件
Description
Flying objects are observed by the radar to be automatically classified into multi-classes. The problem is solved by the pairwise classifications and their aggregation. The summation of the memberships of the pairwise judgements, instead of their minimum, are employed, in order to reconfigure the classes after the classification. For the summation aggregation, the consistency between final- and pairwise-classifications requires the constraints, e.g. negative votes, in the membership functions of the pairwise judgements.
Journal
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- Proceedings of the Fuzzy System Symposium
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Proceedings of the Fuzzy System Symposium 22 (0), 82-82, 2006
Japan Society for Fuzzy Theory and Intelligent Informatics
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Details 詳細情報について
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- CRID
- 1390282680644030208
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- NII Article ID
- 130004591436
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed