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Introduction to Machine Learning (Adaptive Computation and Machine Learning)

. The MIT Press, (2004)

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Omnivariate decision trees., and . IEEE Trans. Neural Networks, 12 (6): 1539-1546 (2001)Estimating Distributions in Genetic Algorithms., , and . ISCIS, volume 2869 of Lecture Notes in Computer Science, page 521-528. Springer, (2003)Learning the areas of expertise of classifiers in an ensemble., and . WCIT, volume 3 of Procedia Computer Science, page 74-82. Elsevier, (2011)Model Selection in Omnivariate Decision Trees., and . ECML, volume 3720 of Lecture Notes in Computer Science, page 473-484. Springer, (2005)Localized multiple kernel learning., and . ICML, volume 307 of ACM International Conference Proceeding Series, page 352-359. ACM, (2008)Incremental Mixtures of Factor Analysers., and . ICPR (1), page 276-279. IEEE Computer Society, (2004)Soft decision trees., , and . ICPR, page 1819-1822. IEEE Computer Society, (2012)Calculating the VC-dimension of decision trees., , and . ISCIS, page 193-198. IEEE, (2009)Optimal Gabor kernel location selection for face recognition., , , and . ICIP (1), page 677-680. IEEE, (2003)What is a feature, that it may define a character, and a character, that it may be defined by a feature ?. NATO Neurocomputing, volume 68 of NATO ASI Series, page 329-332. Springer, (1989)