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Lecture Notes in Artificial Intelligence

Discovery Science

17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings

Editors: Džeroski, S., Panov, P., Kocev, D., Todorovski, L. (Eds.)

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eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-11812-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Softcover $84.00
price for USA
  • ISBN 978-3-319-11811-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2014, held in Bled, Slovenia, in October 2014. The 30 full papers included in this volume were carefully reviewed and selected from 62 submissions. The papers cover topics such as: computational scientific discovery; data mining and knowledge discovery; machine learning and statistical methods; computational creativity; mining scientific data; data and knowledge visualization; knowledge discovery from scientific literature; mining text, unstructured and multimedia data; mining structured and relational data; mining temporal and spatial data; mining data streams; network analysis; discovery informatics; discovery and experimental workflows; knowledge capture and scientific ontologies; data and knowledge integration; logic and philosophy of scientific discovery; and applications of computational methods in various scientific domains.

Table of contents (31 chapters)

  • Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization

    Adhikari, Prem Raj (et al.)

    Pages 1-12

  • Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market

    Al Nasseri, Alya (et al.)

    Pages 13-24

  • Synthetic Sequence Generator for Recommender Systems – Memory Biased Random Walk on a Sequence Multilayer Network

    Antulov-Fantulin, Nino (et al.)

    Pages 25-36

  • Predicting Sepsis Severity from Limited Temporal Observations

    Cao, Xi Hang (et al.)

    Pages 37-48

  • Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining

    Ceci, Michelangelo (et al.)

    Pages 49-61

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-11812-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.00
price for USA
  • ISBN 978-3-319-11811-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Discovery Science
Book Subtitle
17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Editors
  • Sašo Džeroski
  • Panče Panov
  • Dragi Kocev
  • Ljupčo Todorovski
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8777
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-11812-3
DOI
10.1007/978-3-319-11812-3
Softcover ISBN
978-3-319-11811-6
Edition Number
1
Number of Pages
XXII, 364
Number of Illustrations and Tables
111 b/w illustrations
Topics