Information Systems and Applications, incl. Internet/Web, and HCI IFIP-LNCS Volumes

Machine Learning and Knowledge Extraction

First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings

Editors: Holzinger, A., Kieseberg, P., Tjoa, A.M., Weippl, E.R. (Eds.)

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  • ISBN 978-3-319-66808-6
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About this book

This book constitutes the refereed proceedings of the IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2017, held in Reggio, Italy, in August/September 2017.
The 24 revised full papers presented were carefully reviewed and selected for inclusion in this volume. The papers deal with fundamental questions and theoretical aspects and cover a wide range of topics in the field of machine learning and knowledge extraction. They are organized in the following topical sections: MAKE topology; MAKE smart factory; MAKE privacy; MAKE VIS; MAKE AAL; and MAKE semantics.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces

    Pages 3-13

    Ren, Wei (et al.)

  • Some Remarks on the Algebraic Properties of Group Invariant Operators in Persistent Homology

    Pages 14-24

    Frosini, Patrizio (et al.)

  • Decentralized Computation of Homology in Wireless Sensor Networks Using Spanning Trees

    Pages 25-40

    Šoberl, Domen (et al.)

  • Detecting and Ranking API Usage Pattern in Large Source Code Repository: A LFM Based Approach

    Pages 41-56

    Zhao, Jitong (et al.)

  • Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories

    Pages 59-68

    Fellmann, Michael (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-319-66808-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Knowledge Extraction
Book Subtitle
First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings
Editors
  • Andreas Holzinger
  • Peter Kieseberg
  • A Min Tjoa
  • Edgar R. Weippl
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
10410
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
IFIP International Federation for Information Processing
eBook ISBN
978-3-319-66808-6
DOI
10.1007/978-3-319-66808-6
Softcover ISBN
978-3-319-66807-9
Edition Number
1
Number of Pages
XV, 376
Number of Illustrations
129 b/w illustrations
Topics