Using Data as Observers: A New Paradigm for Prototypes Selection
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-49466-1_3
Reference13 articles.
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2. Lesot, M.-J., Rifqi, M., Bouchon-Meunier, B.: Fuzzy prototypes: from a cognitive view to a machine learning principle. In: Bustince, H., Herrera, F., Montero, J. (eds.) Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, vol. 220, pp. 431–452. Springer, Heidelberg (2007)
3. Garcia, S., Derrac, J., Cano, J.R., Herrera, F.: Prototype selection for nearest neighbor classification: taxonomy and empirical study. IEEE Trans. Pattern Anal. Mach. Intell. 34(3), 417–435 (2012)
4. Nanni, L., Lumini, A.: Prototype reduction techniques: a comparison among different approaches. Expert Syst. Appl. 38, 11820–11828 (2011)
5. Reinartz, T.: A unifying view on instance selection. Data Min. Knowl. Disc. 6, 191–210 (2002)
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