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HIRANO Shoji  平野 章二

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Researcher Number 60333506
Other IDs
External Links
Affiliation (Current) 2022: 島根大学, 学術研究院医学・看護学系, 准教授
Affiliation (based on the past Project Information) *help 2018 – 2021: 島根大学, 学術研究院医学・看護学系, 准教授
2007 – 2017: Shimane University, 医学部, 准教授
2007: 島根大学, 医学部, 助教
2005 – 2006: 島根大学, 医学部, 助教授
2003 – 2004: 島根大学, 医学部, 助手
2001 – 2002: School of Medicine, Shimane Medical University, Assistant Professor, 医学部, 助手
Review Section/Research Field
Principal Investigator
Intelligent informatics / Intelligent informatics / Intelligent informatics / Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Intelligent informatics / Science and Engineering / Sensitivity informatics/Soft computing / Intelligent informatics / Intelligent informatics / Basic Section 61030:Intelligent informatics-related
Keywords
Principal Investigator
データマイニング / 機械学習 / 人工知能 / 情報工学 / 医療・福祉 / 知識発見とデータマイニング / 診療支援 / 情報通信システム / 地域医療 / 知識ベース・知能システム … More / 計算機システム / パターン理解 / パターン認識 / 医療,福祉 / 知識工学 / 時系列 / 情報システム / 診療プロセス / 位置情報 / 時系列データマイニング / ファジイ状態区間 / 医療データ / 状態区間 … More
Except Principal Investigator
データマイニング / 病院情報システム / 人工知能 / 時系列マイニング / クラスタリング / アクティブマイニング / 診療支援 / 機械学習 / 情報工学 / ラフ集合 / クリニカルパス / 診療支援システム / e-Health / 計算機システム / 医療・福祉 / 軌跡マイニング / 多重スケール比較 / 医療情報システム / パターン認識 / 電子カルテ / インターフェイス / 階層的クラスタリング / 一般化ラフ集合 / 情報表 / K-平均法 / 決定表 / 近傍システム / カーネル関数 / 情報統合 / 医療情報 / グラニュラークラスタリング / 可変精度ラフ集合 / 様相論理 / 知識発見とデータマイニング / 診療プロセス管理 / 時系列解析 / データウェアハウジング / 類似度解析 / サービスコンピューティング / 多重スケールマッチング / 時系列モデリング / プロセスマイニング / 知識工学 / エキスパートシステム / 症例準拠型推論 / ルールベース / 地域医療支援システム / ルールベースシステム / 症例準拠推論 / Artificial Intelligence / Knowledge Engineering / Expert System / Case-based reasoning / rule-based system / telemedicine / 情報通信システム / 地域医療 / 知識ベース・知能システム / Computer-aided diagnosis / Mobile communication systems / Community medicine / Knowledge-based Systems / リスク発見 / 医療事故 / 医療事故防止 / インシデント / Active Mining / Data Mining / Hospital Information System / Risk Discovery / Medical Incidents / クラスタ分析 / 類似度 / ガイドライン / 医用人工知能 / ビックデータ解析 / 知能化情報システム Less
  • Research Projects

    (18 results)
  • Research Products

    (162 results)
  • Co-Researchers

    (15 People)
  •  ファジィ状態区間関係に基づく時系列医療データマイニング法の開発Principal Investigator

    • Principal Investigator
      平野 章二
    • Project Period (FY)
      2018 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Shimane University
  •  Research on Active Mining Process for Intelligent Hospital Information System

    • Principal Investigator
      Tsumoto Shusaku
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Shimane University
  •  Active Mining Process for Construciton of Clinical Pathway

    • Principal Investigator
      Tsumoto Shusaku
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  A research on process-dynamics mining from spatiotemporal process sequencesPrincipal Investigator

    • Principal Investigator
      Hirano Shoji
    • Project Period (FY)
      2014 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Active Mining Process for Developement of Intelligent Decision Support System

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Development of a process mining system capable of handling temporal and compositional irregularitiesPrincipal Investigator

    • Principal Investigator
      HIRANO Shoji
    • Project Period (FY)
      2011 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Research on Temporal Active Mining for Clinical Process Management

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Research on automatic grouping of multivariate time series based on the information granularityPrincipal Investigator

    • Principal Investigator
      HIRANO Shoji
    • Project Period (FY)
      2008 – 2009
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  多次元軌跡データからの知識発見とその医療応用に関する研究

    • Principal Investigator
      津本 周作
    • Project Period (FY)
      2007 – 2008
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Shimane University
  •  Active Mining for Development of Optimal Interface for Electronic Patient Records

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2007 – 2008
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Establishing the method of rough set clustering

    • Principal Investigator
      MIYAMOTO Sadaaki
    • Project Period (FY)
      2007 – 2009
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      University of Tsukuba
  •  乳腺構築歪みの自動認識機能を備えた乳腺疾患診断支援システムの開発Principal Investigator

    • Principal Investigator
      平野 章二
    • Project Period (FY)
      2006 – 2007
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Application of Active Mining to Prevention of Medical Incidents and Accidents

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2005 – 2006
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  時系列位置データ類型化法の開発とそのスポーツデータマイニングへの応用に関する研究Principal Investigator

    • Principal Investigator
      平野 章二
    • Project Period (FY)
      2004 – 2005
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Development of a Knowledge-Based Clinical Decision Support System for Community Medicine using PDA

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2003 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
      Shimane Medical University
  •  大規模医療データベースからの知識獲得とそのコンテンツ化に関する研究Principal Investigator

    • Principal Investigator
      平野 章二
    • Project Period (FY)
      2002 – 2003
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane Medical University
  •  ラフ集合に基づくアクティブマイニングによる診療情報生成システムの開発

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2001 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Shimane University
      Shimane Medical University
  •  Development and Evaluation of Telemedicine Support System based on Rule-based and Case-based Reasoning

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2000 – 2001
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane Medical University

All 2021 2020 2019 2018 2017 2016 2015 2014 2013 2011 2010 2009 2008 2007 2006 2005 2004 2003 Other

All Journal Article Presentation

  • [Journal Article] Determination of Disease from Discharge Summaries2021

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 15 Pages: 49-66

    • DOI

      10.1007/s12626-021-00076-7

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Automated Dual Clustering for Clinical Pathway Mining2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Journal Title

      IEEE Big Data 2020

      Volume: 1 Pages: 5387-5396

    • DOI

      10.1109/bigdata50022.2020.9377849

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Order Trajectory Analysis in Hospital Information System2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Journal Title

      IEEE Big Data 2020

      Volume: 1 Pages: 5397-5404

    • DOI

      10.1109/bigdata50022.2020.9378366

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Mining frequent temporal patterns from medical data based on fuzzy ranged relations2019

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      IEEE Big Data 2019

      Volume: 1 Pages: 2654-2658

    • DOI

      10.1109/bigdata47090.2019.9006563

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Clinical Pathway Generation from Order Histories and Discharge Summaries2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Journal Title

      IEEE ICDM Workshop 2019

      Volume: 1 Pages: 333-340

    • DOI

      10.1109/icdmw.2019.00056

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Estimation of Disease Code from Electronic Patient Records2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Journal Title

      IEEE Big Data 2019

      Volume: 1 Pages: 2698-2707

    • DOI

      10.1109/bigdata47090.2019.9006296

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Journal Title

      Proceedings of IEEE SMC 2018

      Volume: 1 Pages: 1327-1332

    • DOI

      10.1109/smc.2018.00232

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Empirical Comparison of Distances for Agglomerative Hierarchical Clustering2018

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      Proceedings of IPMU

      Volume: 2 Pages: 538-548

    • DOI

      10.1007/978-3-319-91476-3_45

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] From Hospital Big Data to Clinical Process: A Granular Computing Approach2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Journal Title

      Proceedings of IEEE Big Data 2018

      Volume: 1 Pages: 2669-2678

    • DOI

      10.1109/bigdata.2018.8622240

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Incremental Rules Induction based on Rule Layers and its Application to Clinical Datasets2017

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 5(1) Pages: 59-66

    • DOI

      10.2174/2213385205666170519122031

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H01786, KAKENHI-PROJECT-15H02750
  • [Journal Article] Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations2017

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      ICDM 2017

      Volume: 12 Pages: 612-616

    • DOI

      10.1109/icdmw.2017.87

    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Construction of Discharge Summaries Classifier2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      ICHI 2017

      Volume: 5 Pages: 74-82

    • DOI

      10.1109/ichi.2017.92

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Mining Text for Disease Diagnosi2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      Procedia Computer Science

      Volume: 122 Pages: 1133-1140

    • DOI

      10.1016/j.procs.2017.11.483

    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Algebra in Combinatorics of Statistical Dependence2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Science Mathematicae Japonicae

      Volume: 281 Pages: 41-54

    • NAID

      130007643039

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Multidimensional temporal mining in hospital information system2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      10.1504/IJCISTUDIES.2016.10004369

      Volume: 5 Pages: 317-337

    • DOI

      10.1504/ijcistudies.2016.10004369

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Quantitative Estimation of Software Quality in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Yuko Tsumoto5
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 4 Pages: 1-15

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System2015

    • Author(s)
      Haruko Iwata, Shoji Hirano, Shusaku Tsumoto:
    • Journal Title

      Fundam. Inform.

      Volume: 137 Pages: 237-252

    • DOI

      10.3233/fi-2015-1177

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Construction of Clinical Pathway Using Dual Clustering2015

    • Author(s)
      Yuko Tsumoto, Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 3 Pages: 49-56

    • DOI

      10.2174/2213385203666150613000343

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Mining Schedule of Nursing Care Based on Dual-Clustering2015

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Journal Title

      Procedia Computer Science

      Volume: 55 Pages: 1203-1212

    • DOI

      10.1016/j.procs.2015.07.125

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Similarity-based behavior and process mining of medical practices2014

    • Author(s)
      Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
    • Journal Title

      Future Generation Comp. Syst.

      Volume: 33 Pages: 21-31

    • DOI

      10.1016/j.future.2013.10.014

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Combinatorics in Pearson residuals2013

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      IJKESDP

      Volume: 4 Pages: 72-84

    • DOI

      10.1504/ijkesdp.2013.052719

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Clustering of non-metric proximity data based on bi-links with epsilon-indiscernibility2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      Journal of Intelligent Information Systems

      Volume: Volume41,Issue1 Pages: 61-71

    • Data Source
      KAKENHI-PROJECT-23500179
  • [Journal Article] Shoji Hirano, Shusaku Tsumoto: Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility.2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      J. Intell. Inf. Syst.

      Volume: - Pages: 61-71

    • DOI

      10.1007/s10844-012-0218-3

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23500179, KAKENHI-PROJECT-24300058
  • [Journal Article] ncremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 127 Pages: 209-223

    • DOI

      10.3233/fi-2013-905

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Combinatorics of Information Granule in Contingency Table.2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Int. J. Intell. Syst

      Volume: 28 Pages: 892-906

    • DOI

      10.1002/int.21610

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Residual as Linear Sum of Matrix Determinants in Multiway Contingency Tables2011

    • Author(s)
      S. Tsumoto and S. Hirano
    • Journal Title

      International Journal of Computational Intelligence Systems

      Volume: 4 Pages: 1080-1089

    • DOI

      10.1080/18756891.2011.9727856

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] 病院情報システムに基づく診療サービスの創出に向けて2011

    • Author(s)
      津本周作, 平野章二, 阿部秀尚
    • Journal Title

      人工知能学会誌

      Volume: 26(2) Pages: 139-146

    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2011

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 98(1) Pages: 107-121

    • DOI

      10.3233/fi-2010-219

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Detection of risk factors using trajectory miningJ.Intell.Inf.Syst2011

    • Author(s)
      S. Tsumoto and S. Hirano
    • Journal Title

      J.Intell.Inf.Syst

      Volume: 36 Pages: 403-425

    • DOI

      10.1007/s10844-009-0114-7

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Multiscale Comparison of Three-dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine2010

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Journal Title

      Lecture Notes in Computer Sciences 6007

      Pages: 128-137

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700140
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.98

      Pages: 107-121

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Proc. of RSCTC 2010 (to appear)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Representation of Granularity for Non-Euclidean Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Journal Title

      Proceedings of RSCTC 2010 1

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima.2010

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      International Journal of Information Technology and Decision Making

      Volume: 9 Pages: 889-904

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 98

      Pages: 107-121

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Journal Title

      International Journal of Information Technology and Decision Making

      Volume: 9 Pages: 889-904

    • DOI

      10.1142/s021962201000410x

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Contingency Matrix Theory II: Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform 90(4)

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Contingency Matrix Theory II : Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 90

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Contingency Matrix Theory IT : Degree of Dependenceas Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Inforamticae 90

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra-2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 90(3) Pages: 251-267

    • DOI

      10.3233/fi-2009-0017

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table - Interpretation of Pearson Residuals based on Linear Algebra -2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform 90(3)

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Informaticae 90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Inforamticae 90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Third International Conference Rough Sets and Knowledge Technology (RSKT 2008), Chengdu, China, May 17-19

      Pages: 332-339

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic Similarities and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling,2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems (印刷中)

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic Similarities and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] 複合医工学としてのデータマイニング2007

    • Author(s)
      津本周作, 平野章二
    • Journal Title

      人工知能学会誌 21・2

      Pages: 201-207

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Temporal Data Mining in Hospital Information Systems: Analysis of cunical Courses of Chronic Hepatitis2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      International Journal of Intelligent Computing in Medical Sciences and Image Processing 1

      Pages: 9-20

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Journal Article] Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling.2007

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 561-573

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Data mining as Complex Medical Engineering2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Journal of Japan Society of Artificial Intelligence 21(2)

      Pages: 201-207

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by Using Rough Clustering2006

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Lecture Notes in Artificial Intelligence 4012

      Pages: 5-16

    • Data Source
      KAKENHI-PROJECT-18700150
  • [Journal Article] Cluster Analysis of Time-Series Medical Data Based on the Trajectory Representation and Multiscale Comparison Techniques2006

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on Data Mining

      Pages: 896-901

    • Data Source
      KAKENHI-PROJECT-18700150
  • [Journal Article] A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering2006

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Lecture Notes in Artificial Intelligence 4259

      Pages: 872-881

    • Data Source
      KAKENHI-PROJECT-18700150
  • [Journal Article] Web-based Clinical Decision Support based on Mobile Telecommunication Systems2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of Web Intelligence (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Clinical Decision Support based on Mobile Telecommunication Systems2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of CME-2005 (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] パターン認識手法に基づく多次元時系列医療データの分類2005

    • Author(s)
      平野章二, 津本周作
    • Journal Title

      第25回日本医療情報学連合大会論文集 (CD-ROM)

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] A Clustering Method for Spatio-Temporal Data and Its Application to Soccer Game Records2005

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Lecture Notes in Artificial Intelligence 3641

      Pages: 612-621

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] E-medical decision support system for Telemedicine2005

    • Author(s)
      S.Tsumoto, S.Hirano, H.Abe, H.Nakakuni, E.Hanada
    • Journal Title

      Proceedings of IADIS International Conference on E-society (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering2005

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the Fifth International Conference on Hybrid Intelligent Systems

      Pages: 399-404

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] Rough Representation of a Region of Interest in Medical Images2005

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      International Journal of Approximate Reasoning (印刷中)

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Automated discovery of chronological patterns in long time-series medical datasets.2005

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Journal of Intelligent System 20・6

      Pages: 737-757

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] ラフクラスタリングにおける識別不能度とクラスタ数の関係2005

    • Author(s)
      平野章二, 津本周作
    • Journal Title

      第4回ラフ集合と感性工学ワークショップ講演論文集

      Pages: 54-55

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] ラフ集合に基づくアクティブマイニングによる診療情報生成システムの開発2005

    • Author(s)
      津本周作, 平野章二, 高林克日己
    • Journal Title

      人工知能学会誌 20・3

      Pages: 203-210

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] A Parallel, Strucutural Comparison Scheme of Time-Series Implemented on a PC Cluster2005

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the SAINT Workshop on Computer Intelligence for Exabyte Scale Data Explosion

      Pages: 344-347

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] Visualization of Similarities and-Dissimilarities in Rules Using Multidimensional Scaling.2005

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Proceedings of the 15th International Symposium on Methodologies for Intelligent Systems(ISMIS 2005)

      Pages: 38-46

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Clinical Decision Support based on Mobile Telecommunication Systems.2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of CME-2005 (CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Comparison of Clustering Methods for Clinical Databases2004

    • Author(s)
      S.Hirano, X.Sun, S.Tsumoto
    • Journal Title

      Information Sciences 159・2

      Pages: 155-165

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Finding Interesting Pass Patterns from Soccer Game Records2004

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the Eighth European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2004) LNAI 3202

      Pages: 209-218

    • Data Source
      KAKENHI-PROJECT-16700144
  • [Journal Article] Determinantal Divisors for the Degree of Independence of a Contingency Matrix2004

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the NAFIPS 2004

      Pages: 696-701

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Statistical Analysis of Peer Reviews on Presentations in Training Course on Medical Informatics2004

    • Author(s)
      A.Yasuda, M.Nagira, S.Hirano, E.Hanada, S.Tsumoto
    • Journal Title

      An Official Journal of the Japan Association for Medical Informatics 24(2)

      Pages: 25-34

    • NAID

      10025684505

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Classification of temporal sequences using rough clustering2004

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the NAFIPS 2004

      Pages: 711-716

    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] 医療情報学実習発表会におけるグループ間およびグループ内の評価についての数量化2004

    • Author(s)
      安田 晃, 柳樂真佐実, 平野章二, 花田英輔, 津本周作
    • Journal Title

      医療情報学 24・1

      Pages: 25-34

    • NAID

      10025684505

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] 医療情報学実習発表会におけるグループ間およびグループ内の評価についての数量化2004

    • Author(s)
      安田 晃, 柳樂真佐実, 平野章二, 花田英輔, 津本周作
    • Journal Title

      医療情報学 24

      Pages: 25-34

    • NAID

      10025684505

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Pattern Discovery Based on Rule Induction and Taxonomy Generation,2003

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the Third IEEE International Conference on Data Mining (ICDM-2003)

      Pages: 661-664

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Internet-based Decision Support : Towards E-Hospital2003

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC-2003)

      Pages: 595-600

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Pattern Discovery Based on Rule Induction and Taxonomy Generation2003

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the Third IEEE International Conference on Data Mining (ICDM-2003)

      Pages: 661-664

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] E-medical decision support system for Telemedicine

    • Author(s)
      S.Tsumoto, S.Hirano, H.Abe, H.Nakakuni, E.Hanada
    • Journal Title

      Proceedings of IADIS International Conference on E-society 2005 (in press)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Web-based Clinical Decision Support based on Mobile Telecommunication Systems

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of Web Intelligence-2005 (in press)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Presentation] Tree Model Induction from Texts in Discharge Summaries2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      人工知能学会全国大会国際セッション
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 機械学習による退院時サマリからのDPC分類の推測2020

    • Author(s)
      木村知広, 津本周作, 平野章二
    • Organizer
      第39回医療情報学連合大会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Order Trajectory Analysis in HIS2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      IEEE Big Data
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Automaed Dual Clustering for Clinical Pathway Mining2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      IEEE Big Data 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Mining frequent temporal patterns from medical data based on fuzzy ranged relations2019

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE Big Data 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] ファジイ区間関係に基づく時系列医療データからの頻出パターンマイニング2019

    • Author(s)
      平野章二, 津本周作
    • Organizer
      第8回人工知能学会医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-18K11438
  • [Presentation] Mining frequent temporal patterns from medical data based on fuzzy ranged relations2019

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      IEEE BigData 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K11438
  • [Presentation] Clinical Pathway Generation from Order Histories and Discharge Summaries2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Organizer
      IEEE ICDM Workshop 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Estimation of Disease Code from Electronic Patient Records2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Organizer
      IEEE Big Data 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Granular Rules for Medical Diagnosis2019

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IFSA/NAFIPS
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      IEEE SMC 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] From Hospital Big Data to Clinical Process: A Granular Computing Approach.2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      IEEE Big Data 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] オーダ履歴による待ち時間分析2018

    • Author(s)
      津本周作,木村知広,河村敏彦,平野章二
    • Organizer
      第6回医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Empirical Comparison of Distances for Agglomerative Hierarchical Clustering.2018

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Organizer
      IPMU2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries.2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      ICDM 2018 Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Towards knowledge discovery from heterogeneous time-series medical databases2017

    • Author(s)
      Shoji Hirano
    • Organizer
      The 6th Int'l Conf on Informatics, Electronics & Vision (ICIEV) & 7th Int'l Symp in Computational Medical and Health Technology (ISCMHT)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] 期間付き状態関係に基づく時系列医療データからの頻出パターンマイニング2017

    • Author(s)
      平野章二,津本周作
    • Organizer
      2017年度人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] Frequent Temporal Pattern Mining for Medical Data based on Ranged Relations2017

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      2017 IEEE ICDM Workshop on Data Mining for Services
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] 外来診療プロセスと診療所要時間に関する時系列マイニング2016

    • Author(s)
      平野章二,津本周作
    • Organizer
      2016年度人工知能学会全国大会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-06-07
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] On Behavior of Statistical Indices in Incremental Context2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IJCRS2016
    • Place of Presentation
      Universidad de Chile (San Diago, チリ共和国)
    • Year and Date
      2016-10-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Quantitative Estimation of Software Quality in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      ITQM2016
    • Place of Presentation
      Hoseo University (Asan, 韓国)
    • Year and Date
      2016-08-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Temporal Data Mining on the Stay Time of Outpatients and Treatment Processes2016

    • Author(s)
      Shoji Hirano
    • Organizer
      2016 IEEE ICDM Workshop on Data Mining for Services
    • Place of Presentation
      World Trade Center(スペイン・バルセロナ)
    • Year and Date
      2016-12-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] Clustering-based Clinical Pathway Construction (Runner-up Best Paper)2016

    • Author(s)
      Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Organizer
      ISME2016
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-10-28
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Incremental Learning of Rough-Set based Probabilistic Rules2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      CME2016
    • Place of Presentation
      宇都宮(宇都宮総合文化センター)
    • Year and Date
      2016-08-04
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] オーダー実行歴からのクリニカルパス作成の試み2016

    • Author(s)
      津本 周作,平野章二, 岩田春子
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      北九州(北九州国際会議場)
    • Year and Date
      2016-06-06
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Construction of Clinical Pathway from Histories of Clinical Actions in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Organizer
      IEEE Big Data 2016
    • Place of Presentation
      Hyatt (Washington DC. アメリカ合衆国)
    • Year and Date
      2016-12-05
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Incremental Updates of Rough Set‐based Probabilistic Rules2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      CMCSN2016
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-05-20
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] 外来診療プロセスと診療所要時間に関する時系列マイニング2016

    • Author(s)
      平野章二,津本周作
    • Organizer
      2016年度人工知能学会全国大会
    • Place of Presentation
      北九州国際会議場(福岡県)
    • Year and Date
      2016-06-09
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] Matryoshka Principle for Rule Mining Selection (Best Paper Award)2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      ITQM2016
    • Place of Presentation
      Hoseo University (Asan, 韓国)
    • Year and Date
      2016-08-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine2015

    • Author(s)
      Shoji Hirano
    • Organizer
      IEEE ICDM 2016
    • Place of Presentation
      Atlantic City (アメリカ合衆国)
    • Year and Date
      2015-11-14
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Visualization of patient distributions in a hospital based on the clinical actions stored in EHR2014

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      IEEE International Workshop on Data Mining for Service
    • Place of Presentation
      Shenzhen, China
    • Year and Date
      2014-12-14
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] Clinical Schedule Management Using Similarity-Based Mining Methods2013

    • Author(s)
      Haruko Iwata, Shuaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE ICHI 2013
    • Place of Presentation
      DoubleTree Hotel Philadelphia (アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] 典型らしさ指標に基づくクリニカルパス候補生成の試み2013

    • Author(s)
      平野章二, 津本周作
    • Organizer
      第14回日本医療情報学会学術大会
    • Place of Presentation
      神戸ファッションマート, 神戸市
    • Year and Date
      2013-11-22
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Incremental induction of medical diagnostic rules2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IEEE GrC 2013
    • Place of Presentation
      Beijing Friendship Hotel (中華人民共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining clinical pathway candidates from order history based on the clustering of order sequences2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      2013 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Manchester, UK
    • Year and Date
      2013-10-16
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Mining nursing care plan from data extracted from hospital information system2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Organizer
      IEEE/ACM ASONAM 2013
    • Place of Presentation
      Sheraton Niagra Fall (カナダ共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      2013 IEEE BIBM Workshop on Biomedical and Health Informatics
    • Place of Presentation
      Shanghai, China
    • Year and Date
      2013-12-19
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Mining Clinical Pathway Based on Clustering and Feature Selection2013

    • Author(s)
      Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Organizer
      Brain and Health Informatics
    • Place of Presentation
      前橋メルサ (群馬県)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] オーダ時系列の分類に基づくクリニカルパス候補生成の試み2013

    • Author(s)
      平野章二,津本周作
    • Organizer
      2013年度人工知能学会全国大会
    • Place of Presentation
      富山国際会議場(富山市)
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] オーダ時系列の分類に基づくクリニカルパス候補生成の試み2013

    • Author(s)
      平野章二, 津本周作
    • Organizer
      2013年度人工知能学会全国大会
    • Place of Presentation
      富山国際会議場, 富山市
    • Year and Date
      2013-06-04
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Clustering of order sequences based on the typicalness index for finding clinical pathway candidates2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      2013 IEEE ICDM Workshop on Data Mining for Services
    • Place of Presentation
      Dallas, USA
    • Year and Date
      2013-12-07
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Evaluation of Incremental Change of Set-Based Indices.2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      JRS2013
    • Place of Presentation
      St Mary University (カナダ共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences2013

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      IEEE SMC 2013
    • Place of Presentation
      Midland Hotel (連合王国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] クリニカルパスの自動生成に向けたオーダデータの統計解析2011

    • Author(s)
      平野章二,津本周作
    • Organizer
      人工知能学会 第93回知識ベースシステム研究会
    • Place of Presentation
      島根大学(出雲市)
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] クリニカルパスの自動生成に向けたオーダデータの統計解析2011

    • Author(s)
      平野章二, 津本周作
    • Organizer
      第93回人工知能学会知識ベースシステム研究会
    • Place of Presentation
      島根大学, 出雲市
    • Year and Date
      2011-08-09
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Information Granules of Statistical Dependence in Multiway Contingency Tables2010

    • Author(s)
      S.Tsumpto, S.Hirano
    • Organizer
      IEEE GrC 2011
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Towards Data-Oriented Hospital Services : Data Mining-Based Hospital Management2010

    • Author(s)
      S Tsumoto and S. Hirano
    • Organizer
      ICDM 2011 Workshop on Data Mining for Services
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2010-12-14
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Information Granules of Statistical Dependence in Multiway Contingency Tables2010

    • Author(s)
      S. Tsumoto and S. Hirano
    • Organizer
      IEEE GrC 2010
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Hierarchical, Granular Representation of Non-metric Proximity Data2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Organizer
      IEEE GrC 2010
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Organizer
      RSCTC 2010
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2010-06-28
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients2010

    • Author(s)
      S.Hirano S.Tsumoto
    • Organizer
      RSCTC 2011
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2010-06-28
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine SBP20102010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Place of Presentation
      Maryland, USA
    • Year and Date
      2010-04-01
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Hierarchical, Granular Representation of Non-metric Proximity Data2010

    • Author(s)
      S.Hirano, S.Tsumoto
    • Organizer
      IEEE GrC 2011
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine2010

    • Author(s)
      S.Hirano S.Tsumoto
    • Organizer
      SBP2010
    • Place of Presentation
      Maryland, USA
    • Year and Date
      2010-04-01
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-dimensional Trajectories : A Preliminary Step2009

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      12^<th> Int'1 Conf. on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing 2009
    • Place of Presentation
      Delhi, India
    • Year and Date
      2009-12-16
    • Data Source
      KAKENHI-PROJECT-20700140
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories : A Preliminary Step2009

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      RSFDGrC 2009
    • Place of Presentation
      New Delhi, India
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Statistical Independence of Multivariate Contingency Tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
    • Organizer
      NAFIPS 2009
    • Place of Presentation
      Cincinnati, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Data Mining in Hospital Information System for Hospital Management2009

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE CME 2009
    • Place of Presentation
      Tempe, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Statistical Independence of Multivariate Contingency Tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Hidenao Abe
    • Organizer
      NAFIPS 2009
    • Place of Presentation
      Cincinnati, OH, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-dimensional Trajectories: A Preliminary Step2009

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      12th Int'l Conf. on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing 2009
    • Place of Presentation
      Delhi, India
    • Year and Date
      2009-12-16
    • Data Source
      KAKENHI-PROJECT-20700140
  • [Presentation] Pearson residuals in multi-way contingency tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Hidenao Abe
    • Organizer
      IEEE SMC 2009
    • Place of Presentation
      San Antonio, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multidimensional Trajectory Mining and its Application to Medicine2009

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE CME 2009
    • Place of Presentation
      Tempe, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering2008

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      21st IEEE International Symposium on Computer-Based Medical Systems
    • Place of Presentation
      Jyvaskyla, Finland
    • Year and Date
      2008-06-17
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] 構造的類似性に着目した多変量時系列医療データのクラスタ分析2008

    • Author(s)
      平野章二, 津本周作
    • Organizer
      第70回情報処理学会全国大会
    • Place of Presentation
      筑波,日本
    • Year and Date
      2008-03-14
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      Third International Conference Rough Sets and Knowledge Technology(RSKT2008)
    • Place of Presentation
      Chengdu, China
    • Year and Date
      2008-05-18
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Presentation] Hierarchical Clustering of Asymmetric Proximity Data Based on the Indiscernibility-level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      2008 IEEE International Conference on Granular Computing (GrC 2008)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2008-08-27
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Presentation] A method for detecting suspicious regions in mammograms based on the adaptive configuration of image filters2008

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      The 6th International Forum on Multimedia and Image Processing (IFMIP 2008)
    • Place of Presentation
      Hawaii, USA
    • Data Source
      KAKENHI-PROJECT-18700150
  • [Presentation] Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      AMIA Annual Symposium 2007
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2007-11-12
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Exanimations2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE Workshop on Data Mining in Medicine 2007 (DMMed 2007)
    • Place of Presentation
      Omaha, USA
    • Year and Date
      2007-10-28
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Fuzziness from attribute generalization in information table

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IEEE ICCI 2008
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Towards Data-Oriented Schedule Management in Hospital.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
    • Organizer
      SRII Global Conference 2014
    • Place of Presentation
      Hotel Fairmont (San Jose, アメリカ合衆国)
    • Year and Date
      2014-04-23 – 2014-04-25
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE SMC 2013
    • Place of Presentation
      Manchester, UK
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano:
    • Organizer
      WI-IAT 2014
    • Place of Presentation
      Warsaw University (Warsaw,ポーランド共和国)
    • Year and Date
      2014-08-11 – 2014-08-14
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Incremental rule induction based on updates of statistical indices.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano:
    • Organizer
      IEEE ICCI*CC 2014
    • Place of Presentation
      South Bank University (London, 連合王国)
    • Year and Date
      2014-08-18 – 2014-08-20
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] 典型らしさ指標に基づくクリニカルパス候補生成の試み

    • Author(s)
      平野章二,岩田春子,津本周作
    • Organizer
      第14回日本医療情報学会学術大会
    • Place of Presentation
      神戸ファッションマート (神戸,日本)
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Visualizing dynamics of patients in hospitals using devise locations

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      The 2014 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2014-10-05 – 2014-10-08
    • Data Source
      KAKENHI-PROJECT-26330253
  • [Presentation] Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE ICDM Workshop on Data Mining for Services 2013
    • Place of Presentation
      Dallas, USA
    • Data Source
      KAKENHI-PROJECT-23500179
  • [Presentation] Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      International Conference on Granular Computing 2014
    • Place of Presentation
      登別グランドホテル (登別)
    • Year and Date
      2014-10-22 – 2014-10-24
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Cluster analysis of treatment processes based on the typicaness measure for building clinical pathways

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE BIBM Workshop on Biomedical and Health Informatics 2013
    • Place of Presentation
      Shanghai, China
    • Data Source
      KAKENHI-PROJECT-23500179
  • 1.  TSUMOTO Shusaku (10251555)
    # of Collaborated Projects: 12 results
    # of Collaborated Products: 130 results
  • 2.  HANADA Eisuke (90244095)
    # of Collaborated Projects: 6 results
    # of Collaborated Products: 9 results
  • 3.  ABE Hidenao (00397853)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 4 results
  • 4.  河村 敏彦 (70435494)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 1 results
  • 5.  MIYAMOTO Sadaaki (60143179)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  INUIGUCHI Masahiro (60193570)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  MURAI Tetsuya (90201805)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  NAKAKUNI Hideaki (90379678)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  高林 克日己 (90188079)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 10.  柳樂 真佐実 (30304273)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 11.  IWATA Haruko
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 7 results
  • 12.  KONDOH Masafumi
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  TANAKA Yoichiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  GOBARA Atsushi
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  KIMURA Tomohiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results

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