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Seriation in Combinatorial and Statistical Data Analysis

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This monograph offers an original broad and very diverse exploration of the seriation domain in data analysis, together with building a specific relation to clustering.

Relative to a data table crossing a set of objects and a set of descriptive attributes, the search for orders which correspond respectively to these two sets is formalized mathematically and statistically.

State-of-the-art methods are created and compared with classical methods and a thorough understanding of the mutual relat...