New Frontiers in Mining Complex Patterns

Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers

  • Annalisa Appice
  • Michelangelo Ceci
  • Corrado Loglisci
  • Giuseppe Manco
  • Elio Masciari
  • Zbigniew W. Ras
Conference proceedings NFMCP 2013

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8399)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8399)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Data Streams and Time Series Analysis

    1. Front Matter
      Pages 1-1
    2. Rebecca Ong, Mirco Nanni, Chiara Renso, Monica Wachowicz, Dino Pedreschi
      Pages 3-17
    3. Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
      Pages 18-34
    4. Elio Masciari, Gao Shi, Carlo Zaniolo
      Pages 51-66
    5. Sonja Pravilovic, Annalisa Appice, Donato Malerba
      Pages 67-81
  3. Classification, Clustering and Pattern Discovery

    1. Front Matter
      Pages 83-83
    2. Rui Henriques, Cláudia Antunes, Sara C. Madeira
      Pages 100-116
    3. Takashi Katoh, Shin-ichiro Tago, Tatsuya Asai, Hiroaki Morikawa, Junichi Shigezumi, Hiroya Inakoshi
      Pages 117-131
    4. Ivica Slavkov, Jana Karcheska, Dragi Kocev, Slobodan Kalajdziski, Sašo Džeroski
      Pages 148-161
  4. Graphs, Networks and Relational Data

    1. Front Matter
      Pages 179-179
    2. Michael Davis, Weiru Liu, Paul Miller, Ruth F. Hunter, Frank Kee
      Pages 181-200
    3. Pietro Hiram Guzzi, Pierangelo Veltri, Mario Cannataro
      Pages 201-213
    4. Fabio Leuzzi, Stefano Ferilli, Fulvio Rotella
      Pages 214-228
  5. Machine Learning and Music Data

    1. Front Matter
      Pages 229-229
    2. Amanda Cohen Mostafavi, Zbigniew W. Raś, Alicja A. Wieczorkowska
      Pages 231-245

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2013, held in conjunction with ECML/PKDD 2013 in Prague, Czech Republic, in September 2013. The 16 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on data streams and time series analysis, classification, clustering and pattern discovery, graphs, networks and relational data, machine learning and music data.

Keywords

classification clustering data mining data mining feature selection feature selection machine learning machine learning network models semantic similarity measures support vector machines time series analysis time series analysis validation validation

Editors and affiliations

  • Annalisa Appice
    • 1
  • Michelangelo Ceci
    • 2
  • Corrado Loglisci
    • 3
  • Giuseppe Manco
    • 4
  • Elio Masciari
    • 5
  • Zbigniew W. Ras
    • 6
  1. 1.Università degli Studi di Bari Aldo MoroBariItaly
  2. 2.Università degli Studi di Bari Aldo MoroBariItaly
  3. 3.Università degli Studi di Bari Aldo MoroBariItaly
  4. 4.ICARCNRRendeItaly
  5. 5.RendeItaly
  6. 6.Department of Computer ScienceUniversity of North CarolinaCharlotteUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-08407-7
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-08406-0
  • Online ISBN 978-3-319-08407-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book