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SpringerBriefs in Intelligent Systems

Centrality and Diversity in Search

Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition

Authors: Murty, M.N., Biswas, Anirban

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  • Presents a detailed examination of the role of centrality and diversity in search
  • Discusses tasks in machine learning, data mining, pattern recognition, and information retrieval
  • Describes applications in social and information networks
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eBook 42,79 €
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  • ISBN 978-3-030-24713-3
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  • ISBN 978-3-030-24712-6
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About this book

The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification.

The text is designed to be accessible to a broad readership. Requiring only a basic background in undergraduate-level mathematics, the work is suitable for senior undergraduate and graduate students, as well as researchers working in machine learning, data mining, social networks, and pattern recognition.

 

About the authors

Dr. M.N. Murty is a Professor in the Department of Computer Science and Automation at the Indian Institute of Science, Bangalore, India. Anirban Biswas is a Teaching Assistant at the same institution.

Prof. Murty’s other publications include the Springer titles Support Vector Machines and Perceptrons, Compression Schemes for Mining Large Datasets, and Pattern Recognition: An Algorithmic Approach.

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook 42,79 €
price for Spain (gross)
  • ISBN 978-3-030-24713-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 51,99 €
price for Spain (gross)
  • ISBN 978-3-030-24712-6
  • Free shipping for individuals worldwide. COVID-19 shipping restrictions apply.
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Centrality and Diversity in Search
Book Subtitle
Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition
Authors
Series Title
SpringerBriefs in Intelligent Systems
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
The Author(s), under exclusive license to Springer Nature Switzerland AG, part of Springer Nature
eBook ISBN
978-3-030-24713-3
DOI
10.1007/978-3-030-24713-3
Softcover ISBN
978-3-030-24712-6
Series ISSN
2196-548X
Edition Number
1
Number of Pages
XI, 94
Number of Illustrations
12 b/w illustrations, 5 illustrations in colour
Topics

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