Combining nearest neighbor data description and structural risk minimization for one-class classification

Author:

Cabral George G.,Oliveira Adriano L. I.,Cahú Carlos B. G.

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference18 articles.

1. Oliveira ALI, Meira SRL (2006) Detecting novelties in time series through neural networks forecasting with robust confidence intervals. Neurocomputing 70:79–92

2. Japkowicz N, Myers C, Gluck MA (1995) A novelty detection approach to classification. In: Proceedings of the fourteenth international joint conference on artificial intelligence, pp 518–523

3. Duda RO, Hart PE (1973) Pattern classification and scene analysis. Wiley, New York

4. Karacali B, Krim H (2003) Fast minimization of structural risk by nearest neighbor rule. IEEE Trans Neural Netw 14:127–137

5. Cao LJ, Lee HP, Chong WK (2003) Modified support vector novelty detector using training data with outliers. Pattern Recognit Lett 24:2479–2487

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