Abstract
The paper introduces conformal predictors and summarises several important applications for this special issue of the journal. It includes medical diagnostics of ovarian and breast cancers; network traffic classification; classification of images obtained in a nuclear fusion device; air pollution estimation and an application for a testing of the normality assumption.
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Vovk, V., Gammerman, A., Shafer, G.: Algorithmic Learning in a Random World, pp. 191–197. Springer, New York (2005)
Gammerman A., Vovk V.: Hedging predictions in machine learning. Comput. J. 50(2), 151–163 (2007)
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Gammerman, A. Conformal predictors. Prog Artif Intell 1, 203–204 (2012). https://doi.org/10.1007/s13748-012-0024-8
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DOI: https://doi.org/10.1007/s13748-012-0024-8