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Studies in Classification, Data Analysis, and Knowledge Organization

Data Analysis, Machine Learning and Knowledge Discovery

Editors: Spiliopoulou, Myra, Schmidt-Thieme, Lars, Janning, Ruth (Eds.)

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  • Focus on the commonalities concerning data analysis in computer science and in statistics
  • Emphasis on both methods (statistical analysis and machine learning) and applications (marketing, finance, bioinformatics, musicology, psychology)
  • Presentation of general methods and techniques that can be applied to a variety of fields​
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-01595-8
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  • Immediate eBook download after purchase
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-319-01594-1
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About this book

Data analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medicine, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and knowledge discovery presented during the 36th annual conference of the German Classification Society (GfKl). The conference was held at the University of Hildesheim (Germany) in August 2012. ​

Reviews

From the book reviews:

“The book is organized in seven parts … . The book is a very interesting collection of papers describing various approaches of data mining and machine learning on aspects from bioinformatics to music classification. It is an excellent addition to the field and it can be used as starting point for projects from undergraduate to post-graduate level.” (Irina Ioana Mohorianu, zbMATH, Vol. 1301, 2015)

Table of contents (43 chapters)

Table of contents (43 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-01595-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-319-01594-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Data Analysis, Machine Learning and Knowledge Discovery
Editors
  • Myra Spiliopoulou
  • Lars Schmidt-Thieme
  • Ruth Janning
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-01595-8
DOI
10.1007/978-3-319-01595-8
Softcover ISBN
978-3-319-01594-1
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XXI, 470
Number of Illustrations
88 b/w illustrations, 32 illustrations in colour
Topics