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Mining Complex Data

ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers

  • Editors
  • Zbigniew W. Raś
  • Shusaku Tsumoto
  • Djamel Zighed
Conference proceedings MCD 2007

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4944)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4944)

Table of contents

  1. Front Matter
  2. Session A1

    1. Miha Grcar, Marko Grobelnik, Dunja Mladenic
      Pages 1-12
    2. S. Ferilli, T. M. A. Basile, N. Di Mauro, M. Biba, F. Esposito
      Pages 13-26
  3. Session A2

    1. Floriana Esposito, Nicola Fanizzi, Claudia d’Amato
      Pages 42-56
    2. James F. Peters, Sheela Ramanna
      Pages 57-71
    3. Hidenao Abe, Satoru Hirabayashi, Miho Ohsaki, Takahira Yamaguchi
      Pages 72-81
  4. Session A3

    1. Henryk Rybinski, Marzena Kryszkiewicz, Grzegorz Protaziuk, Aleksandra Kontkiewicz, Katarzyna Marcinkowska, Alexandre Delteil
      Pages 82-92
    2. Xin Zhang, Zbigniew W. Raś, Agnieszka Dardzińska
      Pages 104-115
  5. Session A4

    1. Krzysztof Ciesielski, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń
      Pages 116-130
    2. Emna Bahri, Nicolas Nicoloyannis, Mondher Maddouri
      Pages 131-142
    3. Tsubasa Yamamoto, Tomonobu Ozaki, Takenao Ohkawa
      Pages 143-156
  6. Session B1

    1. Ronnie Bathoorn, Arno Siebes
      Pages 157-168
    2. Krzysztof Dembczyński, Wojciech Kotłowski, Roman Słowiński
      Pages 169-181
    3. Akinori Abe, Norihiro Hagita, Michiko Furutani, Yoshiyuki Furutani, Rumiko Matsuoka
      Pages 182-195
    4. Zbigniew W. Raś, Elżbieta Wyrzykowska, Hanna Wasyluk
      Pages 196-208
  7. Session B2

    1. Donato Malerba, Michelangelo Ceci
      Pages 209-223
    2. Ahmad El Sayed, Hakim Hacid, Djamel Zighed
      Pages 224-237
    3. Dympna O’Sullivan, William Elazmeh, Szymon Wilk, Ken Farion, Stan Matwin, Wojtek Michalowski et al.
      Pages 238-251
    4. Shinichi Motomura, Akinori Hara, Ning Zhong, Shengfu Lu
      Pages 252-264
  8. Back Matter

About these proceedings

Introduction

This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007.

The 20 revised full papers presented were carefully reviewed and selected; they present original results on knowledge discovery from complex data. In contrast to the typical tabular data, complex data can consist of heterogenous data types, can come from different sources, or live in high dimensional spaces. All these specificities call for new data mining strategies.

Keywords

Clustering adaptive clustering classification complex data conceptual clustering data analysis data mining feature analysis feature selection knowledge discovery ontology pattern extraction software mining text mining trajectory analysis

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-68416-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-68415-2
  • Online ISBN 978-3-540-68416-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site