Happy Holidays—Our $30 Gift Card just for you, and books ship free! Shop now>>

Lecture Notes in Artificial Intelligence

Discovery Science

22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings

Editors: Kralj Novak, Petra, Smuc, Tomislav, Džeroski, Sašo (Eds.)

Free Preview

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-33778-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-33777-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019.

The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were carefully reviewed and selected from 63 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Advanced Machine Learning; Applications; Data and Knowledge Representation; Feature Importance; Interpretable Machine Learning; Networks; Pattern Discovery; and Time Series.

Table of contents (40 chapters)

Table of contents (40 chapters)
  • The CURE for Class Imbalance

    Pages 3-17

    Bellinger, Colin (et al.)

  • Mining a Maximum Weighted Set of Disjoint Submatrices

    Pages 18-28

    Branders, Vincent (et al.)

  • Dataset Morphing to Analyze the Performance of Collaborative Filtering

    Pages 29-39

    Correia, André (et al.)

  • Construction of Histogram with Variable Bin-Width Based on Change Point Detection

    Pages 40-50

    Fushimi, Takayasu (et al.)

  • A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure

    Pages 51-60

    Juniarta, Nyoman (et al.)

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-33778-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-33777-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Discovery Science
Book Subtitle
22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings
Editors
  • Petra Kralj Novak
  • Tomislav Smuc
  • Sašo Džeroski
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11828
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-33778-0
DOI
10.1007/978-3-030-33778-0
Softcover ISBN
978-3-030-33777-3
Edition Number
1
Number of Pages
XXII, 546
Number of Illustrations
74 b/w illustrations, 148 illustrations in colour
Topics