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Titlebook: Advances in Intelligent Data Analysis; Third International David J. Hand,Joost N. Kok,Michael R. Berthold Conference proceedings 1999 Spri

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Discriminative Power of Input Features in a Fuzzy Model978-3-663-09117-2
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Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Co978-3-663-11762-9
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3D Grand Tour for Multidimensional Data and Clusters978-3-322-97012-1
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Classical Theory of the Metallic SystemLinguistic models constitute an Intelligent Data Analysis structure that has the advantage of providing a human-readable description of the system modelled in the form of linguistic rules. Unfortunately, their accuracy is sometimes not as high as desired, thus causing the designer to discard them an
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Classical Theory of the Metallic System that paper, we investigate the possibility of using a similar “top-down and prune” scheme to induce formulae from a much different class: Decision Committees. A decision committee contains rules, each of which being a couple (monomial, vector), where the vector’s components are highly constrained w
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https://doi.org/10.1007/978-1-349-22388-6ought by the individual clients. We use association rules having high confidence to construct a hierarchical sequence of clusters. A specific metric is introduced for measuring the quality of the resulting clusterings. Practical consequences are discussed in view of some experiments on real life dat
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