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Discovery Science

9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings

  • Conference proceedings
  • © 2006

Overview

Editors:
  1. Ljupčo Todorovski

    1. Jozef Stefan Institute, Ljubljana, Slovenia

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  2. Nada Lavrač

    1. University of Nova Gorica, Nova Gorica, Slovenia

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  3. Klaus P. Jantke

    1. Meme Media Laboratory, Hokkaido University Sapporo, Sapporo, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4265)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: DS 2006.

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Table of contents (46 papers)

  1. Front Matter

    Download chapter PDF

  3. Long Papers

    1. Classification of Changing Regions Based on Temporal Context in Local Spatial Association

      • Jae-Seong Ahn, Yang-Won Lee, Key-Ho Park
      Pages 17-28

    2. Kalman Filters and Adaptive Windows for Learning in Data Streams

      • Albert Bifet, Ricard Gavaldà
      Pages 29-40

    3. Scientific Discovery: A View from the Trenches

      • Catherine Blake, Meredith Rendall
      Pages 41-52

    4. Optimal Bayesian 2D-Discretization for Variable Ranking in Regression

      • Marc Boullé, Carine Hue
      Pages 53-64

    5. Text Data Clustering by Contextual Graphs

      • Krzysztof Ciesielski, Mieczysław A. Kłopotek
      Pages 65-76

    6. Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation

      • Armando Fernandes, Susana Nascimento
      Pages 77-88

    7. Mining Approximate Motifs in Time Series

      • Pedro G. Ferreira, Paulo J. Azevedo, Cândida G. Silva, Rui M. M. Brito
      Pages 89-101

    8. Identifying Historical Period and Ethnic Origin of Documents Using Stylistic Feature Sets

      • Yaakov HaCohen-Kerner, Hananya Beck, Elchai Yehudai, Dror Mughaz
      Pages 102-113

    9. A New Family of String Classifiers Based on Local Relatedness

      • Yasuto Higa, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda
      Pages 114-124

    10. On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets

      • Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan
      Pages 125-136

    11. Mining Sectorial Episodes from Event Sequences

      • Takashi Katoh, Kouichi Hirata, Masateru Harao
      Pages 137-148

    12. A Voronoi Diagram Approach to Autonomous Clustering

      • Heidi Koivistoinen, Minna Ruuska, Tapio Elomaa
      Pages 149-160

    13. Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations

      • Taneli Mielikäinen, Panče Panov, Sašo Džeroski
      Pages 161-172

    14. Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data

      • Yukihiro Nakamura, Shin Ando, Kenji Aoki, Hiroyuki Mano, Einoshin Suzuki
      Pages 173-184
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  1. Discovery Science

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About this book

The 9th International Conference on Discovery Science (DS 2006) was held in Barcelona, Spain, on 7–10 October 2006. The conference was collocated with the 17th International Conference on Algorithmic Learning Theory (ALT 2006). The two conferences shared the invited talks. This LNAI volume, containing the proceedings of the 9th International C- ference onDiscoveryScience, is structured in three parts. The ?rstpart contains the papers/abstracts of the invited talks, the second part contains the accepted long papers, and the third part the accepted regular (short) papers. Out of 87 submitted papers, 23 were accepted for publication as long papers, and 18 as regular papers. All the submitted papers were reviewed by two or three ref- ees. In addition to the presentations of accepted papers, the DS 2006 conference program consisted of three invited talks, two tutorials, the collocated ALT 2006 conference and the Pascal Dialogues workshop. We wish to express our gratitude to – the authors of submitted papers, – the program committee and other referees for their thorough and timely paper evaluation, – DS 2006 invited speakers Carole Goble and Padhraic Smyth, as well as - drew Ng as joint DS 2006 and ALT 2006 invited speaker, – invited tutorial speakers Luis Torgo and Michael May, – the local organization committee chaired by Ricard Gavalda, ` – DS 2006 conference chair Klaus P.

Editors and Affiliations

  • Jozef Stefan Institute, Ljubljana, Slovenia

    Ljupčo Todorovski

  • University of Nova Gorica, Nova Gorica, Slovenia

    Nada Lavrač

  • Meme Media Laboratory, Hokkaido University Sapporo, Sapporo, Japan

    Klaus P. Jantke

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