Transitivity Clustering

Name: Transitivity Clustering
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838116549
Price: 63.88 EUR
Availability: InStock

Clustering biological data by unraveling hidden transitive substructures

Автор: Tobias Wittkop

Език:

Корици: С меки корици

Издател: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Наличност: Външен склад

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63.88 € 124.94 лв

Clustering is a computational technique for the assignment of objects into groups of similar element...

Информация за книгата

Автор

Tobias Wittkop

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

148

EAN

9783838116549

ISBN

3838116542

Enbook ID

07148818

Издател

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Теглоt

227

Размери

152 x 229 x 9

Пълно описание

Clustering is a computational technique for the assignment of objects into groups of similar elements. Generally, it is widely used for business data interpretation, natural language analyses, and image processing. Typical bioinformatic applications are the detection of homologous proteins and the identification of co-expressed genes. Here, we introduce Transitivity Clustering and its accompanying software framework TransClust, a homogeneous data partitioning method based on Weighted Transitive Graph Projection. It aims for unraveling hidden transitive substructures in a given similarity graph deduced from a pairwise similarity measure. Transitivity Clustering is an efficient technique that is capable of processing hundreds of thousands of data points while still being robust against outliers and noise. A single, intuitive density parameter determines the number and the size of the clusters; with provable attributes. In addition, we present extensions of the underlying graph model in order to create hierarchies and overlaps, as well as comparisons against alternative clustering approaches and real-world application cases.

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Transitivity Clustering

Clustering biological data by unraveling hidden transitive substructures

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също