Discovery Science

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

  • Sašo Džeroski
  • Panče Panov
  • Dragi Kocev
  • Ljupčo Todorovski

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8777)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8777)

Table of contents

  1. Front Matter
  2. Prem Raj Adhikari, Anže Vavpetič, Jan Kralj, Nada Lavrač, Jaakko Hollmén
    Pages 1-12
  3. Alya Al Nasseri, Allan Tucker, Sergio de Cesare
    Pages 13-24
  4. Nino Antulov-Fantulin, Matko Bošnjak, Vinko Zlatić, Miha Grčar, Tomislav Šmuc
    Pages 25-36
  5. Xi Hang Cao, Ivan Stojkovic, Zoran Obradovic
    Pages 37-48
  6. Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba
    Pages 49-61
  7. Darrell Conklin, Stéphanie Weisser
    Pages 62-72
  8. Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish, Yoav Benjamini
    Pages 73-86
  9. Dragan Gamberger, Matej Mihelčić, Nada Lavrač
    Pages 87-98
  10. Nicolau Gonçalves, Erkki Oja, Ricardo Vigário
    Pages 99-110
  11. Tayena Hendrickx, Boris Cule, Bart Goethals
    Pages 111-122
  12. Sascha Henzgen, Eyke Hüllermeier
    Pages 123-134
  13. Andrej Kastrin, Thomas C. Rindflesch, Dimitar Hristovski
    Pages 135-143
  14. Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
    Pages 144-155
  15. Seiichi Kondo, Keisuke Otaki, Madori Ikeda, Akihiro Yamamoto
    Pages 156-167
  16. Georg Krempl, Daniel Kottke, Myra Spiliopoulou
    Pages 168-179
  17. Duc Kinh Le Tran, Cécile Bothorel, Pascal Cheung Mon Chan, Yvon Kermarrec
    Pages 180-191
  18. Eneldo Loza Mencía, Frederik Janssen
    Pages 192-203
  19. Sandy Moens, Mario Boley, Bart Goethals
    Pages 216-227

About these proceedings

Introduction

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.

Keywords

algorithms artificial intelligence data mining information retrieval intelligent data analysis knowledge discovery machine learning machine learning theory pattern mining recommendation systems recommender systems

Editors and affiliations

  • Sašo Džeroski
    • 1
  • Panče Panov
    • 1
  • Dragi Kocev
    • 1
  • Ljupčo Todorovski
    • 2
  1. 1.Department of Knowledge TechnologiesJožef Stefan InstituteLjubljanaSlovenia
  2. 2.Faculty of AdministrationUniversity of LjubljanaLjubljanaSlovenia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-11812-3
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-11811-6
  • Online ISBN 978-3-319-11812-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book