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2012 Fiscal Year Final Research Report

Development of data mining methods for web data containing map and ruled paper

Research Project

  • PDF
Project/Area Number 22700153
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionHiroshima City University

Principal Investigator

SUZUKI Yusuke  広島市立大学, 情報科学研究科, 助教 (10398464)

Project Period (FY) 2010 – 2012
Keywords知識発見とデータマイニング
Research Abstract

In this research, we aim to develop data mining system for graph structured data drawing in the plane such as Map and ruled paper. We introduced TTSP graphs patterns, BPO-graphs patterns and ordered graphs patterns for representing common structural features of such graph structured data. We considered polynomial time learning algorithms for finding a characteristic graph patterns. As applications of this results, some graph mining methods have proposed for such planar graphs.

  • Research Products

    (8 results)

All 2013 2012 2011

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (5 results)

  • [Journal Article] Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive Data2012

    • Author(s)
      吉村友太,正代隆義,鈴木祐介,内田智之,宮原哲浩
    • Journal Title

      Proceedings of the 21st International Conference on Inductive Logic Programming

      Volume: ILP2011 Pages: 389-404

    • Peer Reviewed
  • [Journal Article] Acquisition of Characteristic TTSP Graph Patterns by Genetic Programming2012

    • Author(s)
      日野隆博,鈴木祐介,内田智之,糸川裕子
    • Journal Title

      Proceedings of 2012 IIAI International Conference on Advanced Applied Informatics

      Volume: IIAI AAI 2012 Pages: 340-344

    • Peer Reviewed
  • [Journal Article] Enumerating Maximally Frequent TTSP graph patterns2011

    • Author(s)
      河野達也,鈴木祐介,内田智之,宮原哲浩
    • Journal Title

      Proceedings of the Seventh Workshop onLearning with Logics and Logics for Learning

      Volume: LLLL 2011 Pages: 43-50

    • Peer Reviewed
  • [Presentation] 遺伝的プログラミングによる特徴的なTTSPグラフパターン獲得手法の改良2013

    • Author(s)
      大塚喜明,鈴木祐介,宮原哲浩,内田智之
    • Organizer
      人工知能学会全国大会2013
    • Place of Presentation
      本・富山
    • Year and Date
      2013-06-05
  • [Presentation] Acquisition of Characteristic TTSP Graph Patterns by Genetic Programming2012

    • Author(s)
      永井聡,宮原哲浩,鈴木祐介,内田智之
    • Organizer
      IIAI International Conference on Advanced Applied Informatics
    • Place of Presentation
      本・福岡県
    • Year and Date
      2012-09-20
  • [Presentation] Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns2012

    • Author(s)
      野隆博,鈴木祐介,内田智之,糸川裕子
    • Organizer
      22nd International Conference on Inductive Logic Programming
    • Place of Presentation
      クロアチア・ドブロブニク
    • Year and Date
      2012-09-17
  • [Presentation] Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive Data2011

    • Author(s)
      吉村友太,正代隆義,鈴木祐介,内田智之,宮原哲浩
    • Organizer
      The 21st International Conference on Inductive Logic Programming
    • Place of Presentation
      イギリス・ウインザー
    • Year and Date
      2011-08-03
  • [Presentation] Enumerating Maximally Frequent TTSP graph patterns2011

    • Author(s)
      河野達也,鈴木祐介,内田智之,宮原哲浩
    • Organizer
      Seventh Workshop on Learning with Logics and Logics for Learning
    • Place of Presentation
      本・大阪府
    • Year and Date
      2011-03-30

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Published: 2014-08-29  

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