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 Transitivity Clustering. Clustering biological data by unraveling hidden transitive substructures
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Transitivity Clustering. Clustering biological data by unraveling hidden transitive substructures

автор Tobias W. издательство Книга по Требованию Книги
Cтраниц 148        мягкая обложка       
Аннотация: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. It aims for unraveling hidden transitive substructures in a given similarity graph deduced from a pairwise similarity measure. Typical bioinformatic applications are the detection of homologous proteins and the identification of co-expressed genes. Generally, it is widely used for business data interpretation, natural language analyses, and image processing. Clustering is a computational technique for the assignment of objects into groups of similar elements. Here, we introduce Transitivity Clustering and its accompanying software framework TransClust, a homogeneous data partitioning method based on Weighted Transitive Graph Projection. 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.
Автор: Tobias W.
Издательство: Книга по Требованию
Год:2010
Цена:
3214 руб
Нет в наличии
Поиск: Transitivity Clustering. Clustering biological data by unraveling hidden transitive substructures
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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