Association for Women in Mathematics Series
cover

Research in Data Science

Editors: Gasparovic, Ellen, Domeniconi, Carlotta (Eds.)

  • Highlights the fundamental role of mathematics in the development of data scienceFeatures a diverse range of topics from the theoretical to the applied and computationalBased on the 2017 Women in Data Science and Mathematics (WiSDM) Research Collaboration Workshop 

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eBook 69,99 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: May 31, 2019
  • ISBN 978-3-030-11566-1
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 88,39 €
price for Spain (gross)
  • Due: May 31, 2019
  • ISBN 978-3-030-11565-4
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and data science, this book addresses cutting edge problems in predictive modeling, multi-scale representation and feature selection, statistical and topological learning, and related areas.  Contributions study topics such as the hubness phenomenon in high-dimensional spaces, the use of a heuristic framework for testing the multi-manifold hypothesis for high-dimensional data, the investigation of interdisciplinary approaches to multi-dimensional obstructive sleep apnea patient data, and the inference of a dyadic measure and its simplicial geometry from binary feature data. Based on the first Women in Data Science and Mathematics (WiSDM) Research Collaboration Workshop that took place in 2017 at the Institute for Compuational and Experimental Research in Mathematics (ICERM) in Providence, Rhode Island, this volume features submissions from several of the working groups as well as contributions from the wider community.  The volume is suitable for researchers in data science in industry and academia. 

About the authors

Buy this book

eBook 69,99 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: May 31, 2019
  • ISBN 978-3-030-11566-1
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 88,39 €
price for Spain (gross)
  • Due: May 31, 2019
  • ISBN 978-3-030-11565-4
  • Free shipping for individuals worldwide
  • 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
Research in Data Science
Editors
  • Ellen Gasparovic
  • Carlotta Domeniconi
Series Title
Association for Women in Mathematics Series
Series Volume
17
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
The Author(s) and the Association for Women in Mathematics
eBook ISBN
978-3-030-11566-1
DOI
10.1007/978-3-030-11566-1
Hardcover ISBN
978-3-030-11565-4
Series ISSN
2364-5733
Edition Number
1
Number of Pages
XIV, 297
Number of Illustrations
14 b/w illustrations, 106 illustrations in colour
Topics