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Spatio-Temporal data analysis based on echelon hierarchical structure and its applications

Research Project

Project/Area Number 20500258
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionOkayama University

Principal Investigator

KURIHARA Koji  Okayama University, 大学院・環境学研究科, 教授 (20170087)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsエシェロン解析 / 時空間情報 / 空間位相構造 / 分類 / ホットスポット / 空間スキャン統計量 / 階層構造 / 森林生態学 / 時空間データ / クラスター分析 / SNP / 地域データ
Research Abstract

In this research, we explore the cluster analysis for spatio-temporal data based on echelon hierarchical structure. We newly develop the technique to detect the candidates of hotspot as the top echelon in the dendrogram. In addition, the development technique was extended to the data of multi-variate space data, various regional data, SNP data and so on. Thus we can detect the time changes, expansion, reduction, movement and merger of a hotspot based on our technique.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (65 results)

All 2011 2010 2009 2008 Other

All Journal Article (28 results) (of which Peer Reviewed: 24 results) Presentation (36 results) Remarks (1 results)

  • [Journal Article] Airlines scheduling model and solution algorithms2011

    • Author(s)
      Al-Sultan, Ahmed Thanyan, M. Ishioka, F., Kurihara K.
    • Journal Title

      Communications of the Korean Statistical Society accepted

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Airlines scheduling model and solution algorithm2011

    • Author(s)
      Al-Sultan, Ahmed Thanyan, M.Ishioka, F., Kurihara, K.
    • Journal Title

      Communications of the Korean Statistical Society

      Volume: 18(Accepted)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comprehensive Assessment on Hierarchical Structures of DNA markers Using Echelon Analysis, (Edited by Lechevallier, Y., Saporta, G.), (Physica-Verlag)2010

    • Author(s)
      Tomita, M., Kurihara K.
    • Journal Title

      Proceedings of COMPSTAT2010

      Pages: 1645-1652

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Forestry Structure and Distribution of Trees, (Edited by Tanaka, Y., et al.)2010

    • Author(s)
      Oda, M.Ishioka, F., Kurihara K.
    • Journal Title

      Proceedings of JKSC2010

      Pages: 145-152

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Neural Network Approach for Histopathological Diagnosis of Breast Diseases with Images, (Edited by Lechevallier, Y., Saporta, G.)(Physica-Verlag)2010

    • Author(s)
      Ishibashi, Y., Hara, A., Okayasu, I., Kurihara K.
    • Journal Title

      Proceedings of COMPSTAT2010

      Pages: 1151-1158

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Neural Network Approach for Histopathological Diagnosis of Breast Diseases with Images2010

    • Author(s)
      Ishibashi, Y., Hara. A., Okayasu, I., Kurihara, K.
    • Journal Title

      Proceedings of COMPSTAT2010, Physica-Verlag(Edited by Lechevallier, Y.and Saporta, G.)

      Pages: 1151-1158

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comprehensive Assessment on Hierarchical Structures of DNA markers Using Echelon Analysis2010

    • Author(s)
      Tomita, M., Kurihara, K.
    • Journal Title

      Proceedings of COMPSTAT2010(Edited by Lechevallier, Y.and Saporta, G.)(Physica-Verlag)

      Pages: 1645-1652

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New Method of Spatial Clustering Based on Echelon Analysis2010

    • Author(s)
      Ishioka, F., Kurihara, K.
    • Journal Title

      Proceedings of the 10th China-Japan Symposium on Statistics

      Pages: 121-124

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Forestry Structure and Distribution of Trees2010

    • Author(s)
      Oda, M.
    • Journal Title

      Proceedings of JKSC2010(Edited by Tanaka, Y. et al.)

      Pages: 145-152

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimizing Gate Assignment at Airport Terminal2010

    • Author(s)
      Al-Sultan, Ahmed Thanyan
    • Journal Title

      Proceedings of JKSC2010(Edited by Tanaka, Y. et al.)

      Pages: 159-166

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Properties of Hotspot Detection based on Echelon2010

    • Author(s)
      Ishioka, F.
    • Journal Title

      Proceedings of JKSC2010(Edited by Tanaka, Y. et al.)

      Pages: 235-238

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis of the Birds Data around the Final Waste Disposal Site2009

    • Author(s)
      Oda, M., Kurihara K.
    • Journal Title

      Journal of Environmental Science for Sustainable Society Vol.3

      Pages: 1-8

    • NAID

      130004487660

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis of the Birds Data around the Final Waste Disposal Site2009

    • Author(s)
      Oda, M.
    • Journal Title

      Journal of Environmental Science for Sustainable Society 3

      Pages: 1-8

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hotspot Detection for health and environmental data, (Edited by M. Mizuta)(Invited paper).2008

    • Author(s)
      Kurihara K., Ishioka, F.
    • Journal Title

      Proceedings of IASC2008

      Pages: 953-961

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Space-Time Hotspots for Korean Earthquake Data Using Echelon Analysis, (Edited by P. Brito)(Physica-Verlag)2008

    • Author(s)
      Han, S., Ishioka, F., Kurihara K.
    • Journal Title

      Proceedings of COMPSTAT2008

      Pages: 785-792

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A New Approach to Spatial Clustering Based on Hierarchical Structure, (Edited by P. Brito)(Physica-Verlag)20082008

    • Author(s)
      Ishioka, F., Kurihara K.
    • Journal Title

      Proceedings of COMPSTAT2008

      Pages: 193-200

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical approach for environmental problems based on spatial structure2008

    • Author(s)
      Kurihara K., Ishioka, F.
    • Journal Title

      Hokkaido University Technical report series in Mathematics No.136(Invited paper)

      Pages: 10-19

    • NAID

      120006660358

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Hotspot for Korea Earthquake Data using Echelon Analysis and Seismic Wave Energy2008

    • Author(s)
      Han, S., Ishioka, F., Kurihara K.
    • Journal Title

      Journal of the Faculty of Environmental Science and Technology 13(1)

      Pages: 51-56

    • NAID

      120002304882

    • Related Report
      2010 Final Research Report
  • [Journal Article] 最終処分場に関する住民の意識調査2008

    • Author(s)
      羅明振, 小野雄策, 小野芳朗, 栗原考次
    • Journal Title

      岡山大学環境理工学部研究報告 13(1)

      Pages: 35-42

    • NAID

      120002304860

    • Related Report
      2010 Final Research Report
  • [Journal Article] Identify LD blocks based on hierarchical spatial data2008

    • Author(s)
      Tomita, M., Hatsumichi, M., Kurihara K.
    • Journal Title

      Computational Statistics & Data Analysis 52(4)

      Pages: 1806-1820

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Identify LD blocks based on hierarchical spatial data2008

    • Author(s)
      Tomita, M.
    • Journal Title

      Computational Statistics & Data Analysis 52(4)

      Pages: 1806-1820

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Hotspot for Korea Earthquake Data using Echelon Analysis and Seismic Wave Energy2008

    • Author(s)
      Han, S.
    • Journal Title

      Journal of the Faculty of Environmental Science and Technology 13(1)

      Pages: 51-56

    • Related Report
      2008 Annual Research Report
  • [Journal Article] Statistical approach for environmental problems based on spatial structure (Invited paper)2008

    • Author(s)
      Kurihara, K.
    • Journal Title

      Hokkaido University Technical report series in Mathematics 136

      Pages: 10-19

    • Related Report
      2008 Annual Research Report
  • [Journal Article] Detection of Hotspots for Korean Earthquake Data using c-value of Gutenberg-Richter relation2008

    • Author(s)
      Han, S.
    • Journal Title

      Proceedings of 2008 Korea-Japan Statistics Conference of Young Researchers

      Pages: 45-60

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ecological Analysis of Birds Data Based on a Measure of Vegetation Authenticity using GIS2008

    • Author(s)
      Oda, M.
    • Journal Title

      Proceedings of 2008 Korea-Japan Statistics Conference of Young Researchers

      Pages: 207-218

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New Approach to Spatial Clustering Based on Hierarchical structure2008

    • Author(s)
      Ishioka, F.
    • Journal Title

      Proceedings of COMPSTAT2008, (Edited by P. Brito) Physica-Verlag

      Pages: 193-200

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Space-Time Hotspots for Korean Earthquake Data Using Echelon Analysis2008

    • Author(s)
      Han, S.
    • Journal Title

      Proceedings of COMPSTAT2008, (Edited by P. Brito) Physica-Verlag

      Pages: 785-792

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hotspot Detection for health and environmental data (Invited paper)2008

    • Author(s)
      Kurihara, K.
    • Journal Title

      Proceedings of IASC2008 (Edited by M. Mizuta)

      Pages: 953-961

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] メッシュデータを利用した都市計画のための地域分類について2011

    • Author(s)
      丹正淳文、石岡文生、栗原考次
    • Organizer
      第5回日本統計学会春季集会 2011
    • Place of Presentation
      立教大学
    • Year and Date
      2011-03-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] DNAデータにおけるLD集積性と関連解析でのシミュレーションの検討2010

    • Author(s)
      冨田誠、田中豊、栗原考次
    • Organizer
      第3回大規模データ科学に関する研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2010-11-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] 空間情報に基づいた医療データの解析2010

    • Author(s)
      石岡文生、水藤寛、植田琢也、栗原考次
    • Organizer
      第3回大規模データ科学に関する研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2010-11-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Echelon解析による統計的観点からの疾病集積性の検討2010

    • Author(s)
      惟高裕一、石岡文生、栗原考次
    • Organizer
      日本計算機統計学会第24回シンポジウム
    • Place of Presentation
      箕面市
    • Year and Date
      2010-11-11
    • Related Report
      2010 Final Research Report
  • [Presentation] 一般廃棄物最終処理場の立地候補地の選定について2010

    • Author(s)
      羅明振、石岡文生、文勝浩、栗原考次
    • Organizer
      日本計算機統計学会第24回シンポジウム
    • Place of Presentation
      箕面市
    • Year and Date
      2010-11-11
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 生態空間分布の集積性の検討2010

    • Author(s)
      惟高裕一、石岡文生、栗原考次
    • Organizer
      日本計算機統計学会第24回シンポジウム
    • Place of Presentation
      箕面市
    • Year and Date
      2010-11-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] Patch Detection of Forest based on Spatial Structure2010

    • Author(s)
      小田牧子, 正木隆, 栗原考次
    • Organizer
      科学研究費研究集会「時空間統計解析の理論と応用」
    • Place of Presentation
      鎌倉市
    • Year and Date
      2010-11-04
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 時空間データの位相構造による分類とその応用2010

    • Author(s)
      栗原考次、石岡文生
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      新宿区(早稲田大学)
    • Year and Date
      2010-09-07
    • Related Report
      2010 Final Research Report
  • [Presentation] 空間データの階層構造の安定性評価について2010

    • Author(s)
      石岡文生、栗原考次
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      新宿区(早稲田大学)
    • Year and Date
      2010-09-07
    • Related Report
      2010 Final Research Report
  • [Presentation] 樹木の空間位相構造2010

    • Author(s)
      小田牧子、正木隆、栗原考次
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      新宿区(早稲田大学)
    • Year and Date
      2010-09-07
    • Related Report
      2010 Final Research Report
  • [Presentation] 樹木の空間位相構造2010

    • Author(s)
      小田牧子、正木隆、栗原考次
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2010-09-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] 空間データの階層構造の安定性評価について2010

    • Author(s)
      石岡文生、栗原考次
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2010-09-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] 時空間データの位相構造による分類とその応用2010

    • Author(s)
      栗原考次、石岡文生
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2010-09-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] 空間データの階層構造の信頼性について2010

    • Author(s)
      石岡文生、矢木良、栗原考次
    • Organizer
      日本計算機統計学会第24回大会
    • Place of Presentation
      立川市
    • Year and Date
      2010-05-14
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Echelon解析で検出したHotSpot候補の信頼性2010

    • Author(s)
      矢木良、石岡文生、栗原考次
    • Organizer
      第4回日本統計学会春季集会
    • Place of Presentation
      青山学院大学
    • Year and Date
      2010-03-07
    • Related Report
      2010 Final Research Report
  • [Presentation] 空間スキャン統計量と隣接パターン検出法2010

    • Author(s)
      豆野貴之、石岡文生、栗原考次
    • Organizer
      第4回日本統計学会春季集会
    • Place of Presentation
      青山学院大学
    • Year and Date
      2010-03-07
    • Related Report
      2010 Final Research Report
  • [Presentation] DNAデータにおけるLD集積性と関連解析について2010

    • Author(s)
      冨田誠
    • Organizer
      第2回大規模データ科学に関する研究会
    • Place of Presentation
      札幌市
    • Year and Date
      2010-02-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] Echelon解析におけるlatticeデータ分析2009

    • Author(s)
      豆野貴之、石岡文生、栗原考次
    • Organizer
      科学研究費研究集会「環境・生態データの統計科学的解析およびその基礎理論の研究」
    • Place of Presentation
      横浜市
    • Year and Date
      2009-11-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Echelon解析におけるlatticeデータ分析2009

    • Author(s)
      豆野貴之
    • Organizer
      科学研究費研究集会「環境・生態データの統計科学的解析及びその基礎理論の研究」
    • Place of Presentation
      横浜市
    • Year and Date
      2009-11-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] Characteristic Evaluation of hotspot detection based on Echelon Analysis2009

    • Author(s)
      石岡文生, 栗原考次
    • Organizer
      科学研究費研究集会「時空間統計解析の理論と応用」
    • Place of Presentation
      宇治市
    • Year and Date
      2009-11-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Characteristic Evaluation of Hotspot Detection based on Echelon Analysis2009

    • Author(s)
      石岡文生
    • Organizer
      科学研究費研究集会「時空間統計解析の理論と応用」
    • Place of Presentation
      宇治市
    • Year and Date
      2009-11-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 生態空間分布の集積性の検討2009

    • Author(s)
      小田牧子、栗原考次
    • Organizer
      日本計算機統計学会第23回シンポジウム
    • Place of Presentation
      江別市
    • Year and Date
      2009-11-08
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Aircraft and Gate Scheduling Optimization at Airports2009

    • Author(s)
      Alsultan Ahmed Thanyan
    • Organizer
      日本計算機統計学会第23回シンポジウム
    • Place of Presentation
      江別市
    • Year and Date
      2009-11-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] 大規模データに対する時空間集積性の解析2009

    • Author(s)
      石岡文生、冨田誠、藤田利治、栗原考次
    • Organizer
      第1回大規模データ科学に関する研究会
    • Place of Presentation
      札幌市
    • Year and Date
      2009-09-18
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 遺伝統計解析におけるDNAマーカーのLD集積性2009

    • Author(s)
      冨田誠、栗原考次
    • Organizer
      第1回大規模データ科学に関する研究会
    • Place of Presentation
      札幌市
    • Year and Date
      2009-09-18
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] ホットスポット検出法の性質評価について2009

    • Author(s)
      石岡文生、栗原考次
    • Organizer
      2009年度統計関連学会連合大会
    • Place of Presentation
      京田辺市
    • Year and Date
      2009-09-08
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 空間統計学による日本の死亡率解析2009

    • Author(s)
      惟高裕一、石岡文生、栗原考次
    • Organizer
      日本計算機統計学会第23回大会
    • Place of Presentation
      福岡市
    • Year and Date
      2009-05-16
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 大規模データへのエシエロン解析の応用2008

    • Author(s)
      石岡文生
    • Organizer
      2008年度新領域融合プロジェクトによる研究会「大規模データ・リンケージ, データマイニングと統計手法
    • Place of Presentation
      東京都
    • Year and Date
      2008-12-12
    • Related Report
      2008 Annual Research Report
  • [Presentation] 大規模データへのエシェロン解析の応用2008

    • Author(s)
      石岡文生、栗原考次
    • Organizer
      2008年度新領域融合プロジェクトによる研究会「大規模データ・リンケージ,データマイニングと統計手法」
    • Place of Presentation
      東京都港区
    • Year and Date
      2008-12-11
    • Related Report
      2010 Final Research Report
  • [Presentation] Investigation for the stability of hotspot detection2008

    • Author(s)
      石岡文生, 栗原考次
    • Organizer
      科学研究費研究集会「時空間統計解析の理論と応用」
    • Place of Presentation
      那覇市
    • Year and Date
      2008-11-27
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Presentation] 地域データの階層構造と隣接・距離情報に基づく分類について2008

    • Author(s)
      石岡文生、栗原考次
    • Organizer
      2008年度統計関連学会連合大会
    • Place of Presentation
      横浜市
    • Year and Date
      2008-09-09
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Presentation] エシェロン階層構造に基づく時空間データとその応用2008

    • Author(s)
      栗原考次
    • Organizer
      京都大学経済研究所計量経済学セミナー
    • Place of Presentation
      京都市
    • Year and Date
      2008-07-30
    • Related Report
      2010 Final Research Report
  • [Presentation] エシェロン階層構造に基づく時空間データの分類とその応用2008

    • Author(s)
      栗原考次
    • Organizer
      京都大学経済研究所計量経済学セミナー
    • Place of Presentation
      京都市
    • Year and Date
      2008-07-30
    • Related Report
      2008 Annual Research Report
  • [Presentation] Ecological Analysis of Birds Data Based on a Measure of Vegetation Authenticity using GIS2008

    • Author(s)
      小田牧子, 栗原考次
    • Organizer
      2008 Korea-Japan Statistics Conference of Young Researchers
    • Place of Presentation
      Seoul
    • Year and Date
      2008-07-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Detection of Hotspots for Korean Earthquake Data using c-value of Gutenberg-Richter relation2008

    • Author(s)
      Han, S., Ishioka F., Kurihara K.
    • Organizer
      2008 Korea-Japan Statistics Conference of Young Researchers
    • Place of Presentation
      Seoul
    • Year and Date
      2008-07-10
    • Related Report
      2010 Final Research Report
  • [Presentation] GISを利用した自然度と鳥類の関連性について2008

    • Author(s)
      小田牧子、栗原考次
    • Organizer
      日本計算機統計学会第22回大会
    • Place of Presentation
      秋田市
    • Year and Date
      2008-05-23
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://www.ems.okayama-u.ac.jp/kurihara/

    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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