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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.11 No.2
- 발행연도
- 2011.6
- 수록면
- 84 - 88 (5page)
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초록· 키워드
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In this paper, a new competition strategy for learning vector quantization is proposed. The simple competitive strategy used for learning vector quantization moves the winning prototype which is the closest to the newly given data pattern. We propose a new learning strategy based on k-nearest neighbor prototypes as the winning prototypes. The selection of several prototypes as the winning prototypes guarantees that the updating process occurs more frequently. The design is illustrated with the aid of numeric examples that provide a detailed insight into the performance of the proposed learning strategy.
목차
Abstract
1. Introduction
2. Learning Vector Quantization Algorithms
3. Fuzzy K-Nearest Neighbors Approach
4. Fuzzy Learning Vector Quantization Algorithm
5. Simulation Studies
6. Conclusion
References
참고문헌 (10)
참고문헌 신청
1. [학술지(정기간행물)] - M.N.Nasser / 1988 / Image coding using vector quantization:a review / IEEE Trans.Commun 36 (8) : 957 ~ 971
2. [단행본] - Gersho, R.M. Gray / 1992 / Vector Quantization and Signal Compression / Kluwer Academic Publishers
3. [학술지(정기간행물)] - T.Kohonen / 1990 / The self-organization map / Proc.IEEE 78 (9) : 1464 ~ 1480
4. [학술대회논문] - T,Kohonen / 1990 / Improved versions of learning vector quantization / Proceedings of the International Joint Conference Neural Networks : 545 ~ 550
5. [학술지(정기간행물)] - N.R.Pal / 1993 / Generalized clustering network and Kohonen’s self-organizing schemes / IEEE Trans.Neural Network 4 (4) : 549 ~ 557
2. [단행본] - Gersho, R.M. Gray / 1992 / Vector Quantization and Signal Compression / Kluwer Academic Publishers
3. [학술지(정기간행물)] - T.Kohonen / 1990 / The self-organization map / Proc.IEEE 78 (9) : 1464 ~ 1480
4. [학술대회논문] - T,Kohonen / 1990 / Improved versions of learning vector quantization / Proceedings of the International Joint Conference Neural Networks : 545 ~ 550
5. [학술지(정기간행물)] - N.R.Pal / 1993 / Generalized clustering network and Kohonen’s self-organizing schemes / IEEE Trans.Neural Network 4 (4) : 549 ~ 557
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UCI(KEPA) : I410-ECN-0101-2013-028-000566920