Lecture Notes in Artificial Intelligence

New Frontiers in Mining Complex Patterns

First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers

Editors: Appice, A., Ceci, M., Loglisci, C., Manco, G., Masciari, E., Ras, Z. (Eds.)

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About this book

This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2012, held in conjunction with ECML/PKDD 2012, in Bristol, UK, in September 2012.
The 15 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on mining rich (relational) datasets, mining complex patterns from miscellaneous data, mining complex patterns from trajectory and sequence data, and mining complex patterns from graphs and networks.

Table of contents (16 chapters)

  • Learning with Configurable Operators and RL-Based Heuristics

    Martínez-Plumed, Fernando (et al.)

    Pages 1-16

  • Reducing Examples in Relational Learning with Bounded-Treewidth Hypotheses

    Kuželka, Ondřej (et al.)

    Pages 17-32

  • Mining Complex Event Patterns in Computer Networks

    Seipel, Dietmar (et al.)

    Pages 33-48

  • Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation

    Paquet, Eric (et al.)

    Pages 49-63

  • Retracted: Machine Learning as an Objective Approach to Understanding Music

    Q, Claire (et al.)

    Pages 64-78

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-37382-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-37381-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
New Frontiers in Mining Complex Patterns
Book Subtitle
First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers
Editors
  • Annalisa Appice
  • Michelangelo Ceci
  • Corrado Loglisci
  • Giuseppe Manco
  • Elio Masciari
  • Zbigniew Ras
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7765
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-37382-4
DOI
10.1007/978-3-642-37382-4
Softcover ISBN
978-3-642-37381-7
Edition Number
1
Number of Pages
X, 231
Number of Illustrations and Tables
57 b/w illustrations
Topics