Titlebook: Advances in Intelligent Data Analysis X; 10th International S Jo?o Gama,Elizabeth Bradley,Jaakko Hollmén Conference proceedings 2011 Spring

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Predicting Computer Performance Dynamicshalte, Staat und Ausland bilden die einfachste Struktur einer makro?konomischen Betrachtungsweise der Volkswirtschaft. Selbstverst?ndlich kann jeder der einzelnen Sektoren noch feiner unterteilt werden, z. B. der Sektor Unternehmungen in ?gewerbliche Wirtschaft“, ?Landwirtschaft“, ?Banken und Versic

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0302-9743 rnational Conference on Intelligent Data Analysis, IDA 2011, held in Porto, Portugal, in October 2011. The 19 revised full papers and 16 revised poster papers resented together with 3 invited papers were carefully reviewed and selected from 73 submissions. All current aspects of intelligent data ana

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New Developments in Latent Variable Models using change detection mechanisms, and self-repairs the decision models. The system uses meta-learning techniques that characterize the domain of applicability of previously learned models. The meta-learns can detect re-occurrence of contexts, using unlabeled examples, and take pro-active actions by activating previously learned models.

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Conference proceedings 2011n October 2011. The 19 revised full papers and 16 revised poster papers resented together with 3 invited papers were carefully reviewed and selected from 73 submissions. All current aspects of intelligent data analysis are addressed, particularly intelligent support for modeling and analyzing comple

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Classification and Data Analysishat quality data are obtained for analysis, to handle human factors and domain knowledge with care, to meet challenges in modelling dynamic systems, as well as to consider all these when analysing complex systems [4-10].

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Classification and Data Analysisnditioned on the environment. After that, a Sammon’s mapping is used to visualize global, component-wise or environmentally conditioned similarities among the buildings. Finally, a clustering step based on k-means algorithm is performed to discover groups of buildings with similar electrical behavior.

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