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Multiobjective Genetic Algorithms for Clustering

Applications in Data Mining and Bioinformatics
BookHardcover
Ranking42773in
CHF69.00

Description

This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics.
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Details

ISBN/GTIN978-3-642-16614-3
Product TypeBook
BindingHardcover
PublisherSpringer
Publishing date02/09/2011
Edition2011
Pages300 pages
LanguageEnglish
SizeWidth 160 mm, Height 241 mm, Thickness 21 mm
Weight617 g
Article no.2239872
Publisher's article no.80025745
CatalogsBuchzentrum
Data source no.10179964
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Author

Prof. Sanghamitra Bandyopadhyay has many years of experience in the development of soft computing techniques. Among other awards and positions, she has received senior researcher Humboldt Fellowships, and she is a regular visitor to the DKFZ (German Cancer Research Centre) and to European and North American universities, collaborating in multidisciplinary teams on applications in the areas of computational biology and bioinformatics. Among other awards Prof. Bandyopadhyay received the prestigious Shanti Swarup Bhatnagar Prize in Engineering Sciences in 2010, she is a Fellow of the National Academy of Sciences of India and she is a Fellow of the Indian National Academy of Engineering. Dr. Sriparna Saha is an assistant professor in the Indian Institute of Technology Patna. Among her positions and awards, she was a postdoctoral researcher in Trento and in Heidelberg, and she received the Google India Women in Engineering Award in 2008. Her research interests include multiobjective optimization, evolutionary computation, clustering, and pattern recognition.

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