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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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Classical Theory of the Metallic Systemn performing various operations such as variable subset selection and model selection. In this paper we examine three methods, including two evolutionary methods for finding this approximate structure as quickly as possible. We describe two applications where the fast identification of correlation s
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https://doi.org/10.1007/978-1-349-22388-6erent improvement to an algorithm’s performance. This work explores how a PAC-proven decision tree learning algorithm fares in comparison with two variants of the normal top-down induction of decision trees. The algorithm does not prune its hypothesis ., but it can be understood to do pre-pruning of
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https://doi.org/10.1007/978-1-349-22388-6s presented that quantifies the discriminative power of the input features in a fuzzy model. A possibilistic information measure of the model is defined on the basis of the available fuzzy rules and the resulting possibilistic information gain, associated with the use of a given input dimension, cha
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https://doi.org/10.1007/978-1-349-22388-6tual grounding problem [.]. The elements of representations learned by our method are states that correspond to stages during the robot’s experiences, and atomic propositions that describe the states. The states are found by an incremental hidden Markov model induction algorithm; the atomic proposit
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https://doi.org/10.1007/978-0-387-21690-4y but almost periodic (.). The authors propose a technique called “optimization of partition model” which generates local stationary models for a . time series. The optimization is based on the minimal AIC principle. The technique called SPRT is also applied to make efficient decisions. Experiments
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https://doi.org/10.1007/978-0-387-21690-4tive activities. In technical terms, both visualization of high dimensional sequential data and unsupervised discovery of patterns within this multivariate set of real valued time series is needed. Our approach towards visualization is to discretize the sequences via vector quantization and to perfo
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