Titlebook: New Developments in Classification and Data Analysis; Proceedings of the M H.-H. Bock,W. Gaul,Angela Montanari Conference proceedings 2005

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On the Dynamic Time Warping for Computing the Dissimilarity Between CurvesThis alignment is an essential preliminary in many applications before classification or functional data analysis. A problem with DTW is that the algorithm may fail to find the natural alignment of two series since it is mostly influenced by salient features rather than by the overall shape of the s

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Metrics in Symbolic Data Analysisons of ., then they consider some well-known measures resemblance measures between two objects (Sokal-Michener, Roger-Tanimoto, Sokal-Sneath, Dice-Czekanowski-Sorenson, Russel-Rao). For resemblance measures based on aggregation functions, the authors consider the proposals of Gowda-Diday, De Baets e

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Constrained Clusterwise Linear Regressionering, successively, the customers whose behavior can be considered similar. The preference model parameter estimation is made considering data (usually opinions) of a single customer at a time, but these data are usually very few as each customer is called to express his opinion about a small numbe

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