Clustering Algorithms for Biological Data

Name: Clustering Algorithms for Biological Data
Brand: LAP Lambert Academic Publishing
SKU: 9783659454745
Price: 226.83 PLN
Availability: InStock

Autor: Damodar Reddy Edla, Prasanta K. Jana

Język:

Oprawa: Miękka

Wydawca: LAP Lambert Academic Publishing

Dostępność: Dostępna u dostawcy

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226.83 zł

With the recent advances of data generation and acquisition systems and the success of several proje...

Informacje o książce

Autor

Damodar Reddy Edla, Prasanta K. Jana

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2013

strony

148

EAN

9783659454745

Enbook ID

02201629

Wydawca

LAP Lambert Academic Publishing

Waga

238

Wymiary

150 x 9 x 9

Pełny opis

With the recent advances of data generation and acquisition systems and the success of several projects such as Human Genome, a large number of databases, especially in biological field are now available worldwide. The growing rate of such databases is also exponential. There is a need to explore and analyze such massive data to infer some inherent information. Clustering has been recognized as one of the widely used data mining techniques which is essential for data analysis to reveal natural structures and to identify interesting patterns in the underlying data. In the last decade, significant amount of research work has been carried out on cluster analysis and a large number of algorithms have been developed, particularly for biological data. Recently, much attention has been paid to develop various clustering algorithms based on neighborhood graphs such as minimum spanning tree (MST), Voronoi diagram and kd-trees. In this book, we mainly report on the hierarchical, partitional, density-based and graph-based clustering algorithms which are developed using such neighborhood graphs.

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