Lecture Notes in Artificial Intelligence

Machine Learning and Data Mining in Pattern Recognition

8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, 2012, Proceedings

Editors: Perner, Petra (Ed.)

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About this book

This book constitutes the refereed proceedings of the 8th International Conference, MLDM 2012, held in Berlin, Germany in July 2012. The 51 revised full papers presented were carefully reviewed and selected from 212 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and web mining.

Table of contents (51 chapters)

  • Bayesian Approach to the Concept Drift in the Pattern Recognition Problems

    Turkov, Pavel (et al.)

    Pages 1-10

  • Transductive Relational Classification in the Co-training Paradigm

    Ceci, Michelangelo (et al.)

    Pages 11-25

  • Generalized Nonlinear Classification Model Based on Cross-Oriented Choquet Integral

    Yang, Rong (et al.)

    Pages 26-39

  • A General Lp-norm Support Vector Machine via Mixed 0-1 Programming

    Nguyen, Hai Thanh (et al.)

    Pages 40-49

  • Reduction of Distance Computations in Selection of Pivot Elements for Balanced GHT Structure

    Kovács, László

    Pages 50-62

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-642-31537-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-3-642-31536-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Data Mining in Pattern Recognition
Book Subtitle
8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, 2012, Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7376
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-31537-4
DOI
10.1007/978-3-642-31537-4
Softcover ISBN
978-3-642-31536-7
Edition Number
1
Number of Pages
XIII, 680
Number of Illustrations and Tables
210 b/w illustrations
Topics