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Research in Data Science
Engelsk
Bogcover for Research in Data Science af , 9783030115654
Specifikationer
Sprog:
Engelsk
Sider:
297
ISBN-13:
9783030115654
Indbinding:
Hardback
Udgave:
ISBN-10:
3030115658
Udg. Dato:
2 apr 2019
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
2 apr 2019
Forfatter(e):

Research in Data Science

Engelsk
Hardback
Format:

Om denne bog
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. 

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Specifikationer
Sprog:
Engelsk
Sider:
297
ISBN-13:
9783030115654
Indbinding:
Hardback
Udgave:
ISBN-10:
3030115658
Udg. Dato:
2 apr 2019
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
2 apr 2019
Forfatter(e):
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