Shoji Hirano

239 papers A* 5B 45C 8Misc 27Journal 29Unranked 121
YearRankTypeTitle / Venue / Authors
2025 — conf
Algebraic Analysis of Rule Mining Space.
ICDM (Workshops)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2025 B conf
Topological Data Analysis in Rule Mining Space.
IEEE Big Data
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2024 — conf
Temporal Data Mining in AI-based Patient Navigation Service.
ICDM (Workshops)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2024 B conf
Toward the Implementation of the DPC Code Classification System in Hospital Information Systems.
IEEE Big Data
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2024 B conf
Toward the Implementation of the DPC Code Classification System in Hospital Information Systems.
IEEE Big Data
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2023 B conf
Analysis of Medical Incident Reports using Text Mining
IEEE Big Data
Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2023 B conf
Using Hospital Information System Data to Estimate Nursing Care Needs.
IEEE Big Data
Hiroyuki Ikedo, Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2022 J jnl
Expectation-Maximization (EM) Clustering as a Preprocessing Method for Clinical Pathway Mining.
Rev. Socionetwork Strateg.
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2022 J jnl
Order Trajectory Analysis for Monitoring Clinical Process.
Rev. Socionetwork Strateg.
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2022 B conf
Similarity Analysis of Order Trajectory for Hospital Management.
IEEE Big Data
Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2022 B conf
Temporal Data Mining in AI-based Patient Navigation Service.
IEEE Big Data
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2021 — conf
Comparison of Clustering Strategies using a Partition Tree.
IST
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2021 J jnl
Determination of Disease from Discharge Summaries.
Rev. Socionetwork Strateg.
Shusaku Tsumoto, Tomohirno Kimura, Shoji Hirano
2021 J jnl
Mining Clinical Pathways Using Dual Clustering.
Rev. Socionetwork Strateg.
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2021 J jnl
Mining Clinical Process from Hospital Information System: A Granular Computing Approach.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2020 — conf
Automated Dual Clustering for Clinical Pathway Mining
IEEE BigData
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020 C conf
From Texts to Classification Knowledge.
ICIS
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020 — conf
Mining in Discharge Summaries.
JSAI
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020 — conf
Order Trajectory Analysis in Hospital Information System
IEEE BigData
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2019 — conf
Clinical Pathway Generation from Order Histories and Discharge Summaries.
ICDM Workshops
Shoji Hirano, Haruko Iwata, Tomohiro Kimura, Shusaku Tsumoto
2019 — conf
Estimation of Disease Code from Electronic Patient Records.
IEEE BigData
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2019 — conf
Granular Rules for Medical Diagnosis.
IFSA/NAFIPS
Shusaku Tsumoto, Shoji Hirano
2019 — conf
Mining frequent temporal patterns from medical data based on fuzzy ranged relations.
IEEE BigData
Shoji Hirano, Shusaku Tsumoto
2018 B conf
Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering.
SMC
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018 — conf
Clinical Pathway Generation from Hospital Information System.
ITQM
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2018 — conf
Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018 — conf
Empirical Comparison of Distances for Agglomerative Hierarchical Clustering.
IPMU (2)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2018 B conf
Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering.
SMC
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018 — conf
From Hospital Big Data to Clinical Process: A Granular Computing Approach.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2017 — conf
Construction of Discharge Summaries Classifier.
ICHI
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017 — conf
Construction of discharge summaries classifier.
IEEE ICCI*CC
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017 — conf
Discharge Summaries Classifier.
IIH-MSP (2)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017 — conf
Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations.
ICDM Workshops
Shoji Hirano, Shusaku Tsumoto
2017 — conf
Induction of Rule for Differential Diagnosis.
IJCRS (1)
Shusaku Tsumoto, Shoji Hirano
2017 — conf
Mining Text for Disease Diagnosis.
ITQM
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017 — conf
Mining text for disease diagnosis in hospital information system.
IEEE BigData
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2016 — conf
Active mining process for software quality estimation.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano
2016 — conf
Construction of clinical pathway from histories of clinical actions in hospital information system.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2016 — conf
Construction of linguistic variables based on rule induction and concept hierarchy.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano
2016 B conf
Construction of linguistic variables from data and domain knowledge.
SMC
Shusaku Tsumoto, Shoji Hirano
2016 — conf
Dual Clustering for Clinical Care Construction.
ICHI
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2016 — conf
Incremental Updates of Rough Set-Based Probabilistic Rules.
CMCSN
Shusaku Tsumoto, Shoji Hirano
2016 — conf
Linguistic Variables Construction in Information Table.
IJCRS
Shusaku Tsumoto, Shoji Hirano
2016 — conf
Mining process for improvement of clinical process quality.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Norio Yoshimoto, Tomohiro Kimura
2016 J jnl
Multidimensional temporal mining in hospital information system.
Int. J. Comput. Intell. Stud.
Shusaku Tsumoto, Shoji Hirano
2016 — conf
On Behavior of Statistical Indices in Incremental Context.
IJCRS
Shusaku Tsumoto, Shoji Hirano
2016 — conf
Temporal Data Mining on the Stay Time of Outpatients and Treatment Processes.
ICDM Workshops
Shoji Hirano
2015 — conf
Analytics for Hospital Management.
ASE BD&SI
Shusaku Tsumoto, Shoji Hirano
2015 — conf
Data decomposition and dual clustering for clinical care management.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015 — conf
Dual Clustering and Data Decomposition for Nursing Care Management.
ASE BD&SI
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015 — conf
Formalization of Medical Diagnostic Rules.
RSFDGrC
Shusaku Tsumoto, Shoji Hirano
2015 — conf
Granular formalization of medical diagnostic process.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano
2015 — conf
Layered Rule Induction.
ITQM
Shusaku Tsumoto, Shoji Hirano
2015 J jnl
Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System.
Fundam. Informaticae
Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2015 — conf
Mining Schedule of Nursing Care Based on Dual-Clustering.
ITQM
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015 — conf
Mining probabilistic rules using nonmonotonic rule layers.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano
2015 — conf
Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano
2015 — conf
Statistical Estimation of Software Quality in Hospital Information System.
ICServ
Shusaku Tsumoto, Shoji Hirano, Toshihiko Kawamura
2014 — conf
Construction of Clinical Pathway based on Similarity-based Mining in Hospital Information System.
ITQM
Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2014 — conf
Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme.
RSEISP
Shusaku Tsumoto, Shoji Hirano
2014 — conf
Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme.
WI-IAT (1)
Shusaku Tsumoto, Shoji Hirano
2014 — conf
Formal Analysis of Statistical Dependence Based Homological Algebra.
WI-IAT (1)
Shusaku Tsumoto, Shoji Hirano
2014 Misc conf
Formal analysis of cross-validation based on decremental sampling scheme.
GrC
Shusaku Tsumoto, Shoji Hirano
2014 — conf
Formal analysis of cross-validation for rule induction using probabilistic indices.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano
2014 B conf
Formal analysis of leave-one out method based on decremental sampling scheme.
SMC
Shusaku Tsumoto, Shoji Hirano
2014 Misc conf
Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management.
GrC
Shusaku Tsumoto, Shoji Hirano
2014 B conf
Homological analysis of statistical dependence.
SMC
Shusaku Tsumoto, Shoji Hirano
2014 — conf
Incremental rule induction based on updates of statistical indices.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano
2014 — conf
Mining Typical Order Sequences from EHR for Building Clinical Pathways.
PAKDD Workshops
Shoji Hirano, Shusaku Tsumoto
2014 Misc conf
Probabilistic rule induction based on incremental sampling scheme.
GrC
Shusaku Tsumoto, Shoji Hirano
2014 J jnl
Similarity-based behavior and process mining of medical practices.
Future Gener. Comput. Syst.
Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
2014 — conf
Towards Data-Oriented Schedule Management in Hospital.
SRII Global Conference
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2014 — conf
Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR.
ICDM Workshops
Shoji Hirano, Shusaku Tsumoto
2014 B conf
Visualizing dynamics of patients in hospitals using devise locations.
SMC
Shoji Hirano, Shusaku Tsumoto
2013 Misc conf
Algebraic analysis of statistical dependence.
GrC
Shusaku Tsumoto, Shoji Hirano
2013 — conf
Clinical Schedule Management Using Similarity-Based Mining Methods.
ICHI
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013 — conf
Clinical schedule management based on granularity-based mining.
CYBCONF
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013 — conf
Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways.
BIBM
Shoji Hirano, Shusaku Tsumoto
2013 — conf
Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates.
ICDM Workshops
Shoji Hirano, Shusaku Tsumoto
2013 J jnl
Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility.
J. Intell. Inf. Syst.
Shoji Hirano, Shusaku Tsumoto
2013 J jnl
Combinatorics in Pearson residuals.
Int. J. Knowl. Eng. Soft Data Paradigms
Shusaku Tsumoto, Shoji Hirano
2013 J jnl
Combinatorics of Information Granule in Contingency Table.
Int. J. Intell. Syst.
Shusaku Tsumoto, Shoji Hirano
2013 — conf
Data mining based clinical care plan construction.
iCAST/UMEDIA
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013 — conf
Data-Oriented Maintenance of Schedule Management of Nursing Care.
ICServ
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013 — conf
Evaluation of Incremental Change of Set-Based Indices.
RSKT
Shusaku Tsumoto, Shoji Hirano
2013 B conf
Evaluation of set-based indices based on incremental sampling framework.
FUZZ-IEEE
Shusaku Tsumoto, Shoji Hirano
2013 — conf
Granularity-based mining for construction of nursing care plan.
ICCI*CC
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013 — conf
Granularity-based temporal data mining in hospital information system.
IEEE BigData
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013 J jnl
Incremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano
2013 — conf
Incremental Induction of Medical Diagnostic Rules.
Brain and Health Informatics
Shusaku Tsumoto, Shoji Hirano
2013 B conf
Incremental Induction of Probabilistic Rules Based on Incremental Sampling Scheme.
SMC
Shusaku Tsumoto, Shoji Hirano
2013 Misc conf
Incremental induction of medical diagnostic rules.
GrC
Shusaku Tsumoto, Shoji Hirano
2013 — conf
Mining Clinical Pathway Based on Clustering and Feature Selection.
Brain and Health Informatics
Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2013 B conf
Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences.
SMC
Shoji Hirano, Shusaku Tsumoto
2013 B conf
Mining Clinical Pathway Using Clustering and Rule Induction.
SMC
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013 B conf
Mining nursing care plan from data extracted from hospital information system.
ASONAM
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012 — conf
Characterizing Hospital Services Using Temporal Data Mining.
SRII Global Conference
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Yuko Tsumoto
2012 — conf
Construction and maintenance of clinical pathways using data mining methods.
MIX-HS
Shusaku Tsumoto, Haruko Iwata, Shoji Hirano
2012 — conf
Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining Methods.
ICDM Workshops
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2012 B conf
Data-oriented maintenance of clinical pathway using clustering and multidimensional scaling.
SMC
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012 Misc conf
Degree of freedom and numbers of subdeterminants in contingency table.
GrC
Shusaku Tsumoto, Shoji Hirano
2012 — conf
Exploratory temporal data mining process in hospital information systems.
ICCI*CC
Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
2012 Misc conf
Geometrical interpretation of pearson residuals.
GrC
Shusaku Tsumoto, Shoji Hirano
2012 — conf
Incremental Rules Induction Based on Rule Layers.
RSKT
Shusaku Tsumoto, Shoji Hirano
2012 C conf
Incremental Rules Induction Method Based on Three Rule Layers.
ISMIS
Shusaku Tsumoto, Shoji Hirano
2012 B conf
Information granules in medical differential diagnosis.
SMC
Shusaku Tsumoto, Shoji Hirano
2012 — conf
Multidimensional temporal mining in clinical data.
IHI
Shusaku Tsumoto, Shoji Hirano
2012 — conf
Temporal Data Mining for Nursing Schedule Management.
IBICA
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012 B conf
Temporal data mining of order entry histories for characterization of medical practice.
CBMS
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012 B conf
Trajectories mining in hospital information systems.
SMC
Shusaku Tsumoto, Shoji Hirano
2012 Misc conf
Visualization of doctors' behavior using similarity-based methods.
GrC
Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011 Misc conf
A clustering method for asymmetric proximity data based on bi-links with ε-indiscernibility.
GrC
Shoji Hirano, Shusaku Tsumoto
2011 — conf
Capturing Behavior of Medical Staff: A Similarity-Oriented Temporal Data Mining Approach.
FGIT
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Yuko Tsumoto
2011 Misc conf
Clustering-based analysis in hospital information systems.
GrC
Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011 Misc conf
Combinatorics of pearson residuals and degree of freedom in contingency tables.
GrC
Shusaku Tsumoto, Shoji Hirano
2011 J jnl
Detection of risk factors using trajectory mining.
J. Intell. Inf. Syst.
Shusaku Tsumoto, Shoji Hirano
2011 — conf
Information Reuse in Hospital Information Systems: A Similarity-Oriented Data Mining Approach.
RSKT
Shusaku Tsumoto, Shoji Hirano
2011 Misc conf
Information reuse in hospital information systems: A data mining approach.
IRI
Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011 J jnl
Residual as Linear Sum of Matrix Determinants in Multiway Contingency Tables.
Int. J. Comput. Intell. Syst.
Shusaku Tsumoto, Shoji Hirano
2011 B conf
Temporal data mining in history data of hospital information systems.
SMC
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe, Yuko Tsumoto
2011 — conf
Visualization of Hospital Services Using Data Mining Methods.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2010 — conf
Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Testing.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano
2010 — conf
Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods.
IIP
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010 — conf
Curvature Maxima-based Trajectories Mining.
ICDM Workshops
Shoji Hirano, Shusaku Tsumoto
2010 Misc conf
Geometrical and Combinatorial Nature of Pearson Residuals.
GrC
Shusaku Tsumoto, Shoji Hirano
2010 Misc conf
Hierarchical, Granular Representation of Non-metric Proximity Data.
GrC
Shoji Hirano, Shusaku Tsumoto
2010 Misc conf
Information Granules of Statistical Dependence in Multiway Contingency Tables.
GrC
Shusaku Tsumoto, Shoji Hirano
2010 — conf
Likelihood-Based Sampling from Databases for Rule Induction Methods.
RSKT
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010 J jnl
Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima.
Int. J. Inf. Technol. Decis. Mak.
Shoji Hirano, Shusaku Tsumoto
2010 — conf
Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine.
SBP
Shoji Hirano, Shusaku Tsumoto
2010 — conf
Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications.
RSCTC
Shoji Hirano, Shusaku Tsumoto
2010 — conf
Residual Analysis of Statistical Dependence in Multiway Contingency Tables.
RSKT
Shusaku Tsumoto, Shoji Hirano
2010 J jnl
Risk Mining in Medicine: Application of Data Mining to Medical Risk Management.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano
2010 — conf
Sampling from databases for rule induction methods based on likelihood ratio test.
IEEE ICCI
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010 B conf
Three dimensional trajectories mining.
SMC
Shusaku Tsumoto, Shoji Hirano
2010 — conf
Towards Data-Oriented Hospital Services: Data Mining-Based Hospital Management.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2009 J jnl
Contingency Matrix Theory II: Degree of Dependence as Granularity.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano
2009 — ch.
Dependency and Granularity inData.
Encyclopedia of Complexity and Systems Science
Shusaku Tsumoto, Shoji Hirano
2009 — conf
Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step.
RSFDGrC
Shoji Hirano, Shusaku Tsumoto
2009 Misc conf
Multivariate statistical independence and contingency tables.
GrC
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2009 B conf
Pearson Residuals in Multi-way Contingency Tables.
SMC
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2009 J jnl
Statistical Independence and Determinants in a Contingency Table - Interpretation of Pearson Residuals based on Linear Algebra -.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano
2009 — conf
Temporal data mining for hospital management.
Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security
Shusaku Tsumoto, Shoji Hirano
2008 J jnl
Contingency Matrix Theory I: Rank and Statistical Independence in a Contigency Table.
Trans. Comput. Sci.
Shusaku Tsumoto, Shoji Hirano
2008 Misc conf
Decomposition of Pearson Residuals of Three-variables Contingency Cube.
GrC
Shusaku Tsumoto, Shoji Hirano
2008 — conf
Detection of Risk Factors as Temporal Data Mining.
PAKDD Workshops
Shoji Hirano, Shusaku Tsumoto
2008 — ch.
Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications.
Communications and Discoveries from Multidisciplinary Data
Shoji Hirano, Shusaku Tsumoto
2008 — conf
Fuzziness from attribute generalization in information table.
IEEE ICCI
Shusaku Tsumoto, Shoji Hirano
2008 Misc conf
Hierarchical Clustering of Asymmetric Proximity Data based on the Indiscernibility-level.
GrC
Shoji Hirano, Shusaku Tsumoto
2008 — conf
Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level.
RSKT
Shoji Hirano, Shusaku Tsumoto
2008 — conf
Hospital Management Based on Data Mining.
ISDA (3)
Shusaku Tsumoto, Shoji Hirano
2008 B conf
Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering.
CBMS
Shusaku Tsumoto, Shoji Hirano
2008 B conf
Partial statistical independence in contingency matrix.
FUZZ-IEEE
Shusaku Tsumoto, Shoji Hirano
2008 — ch.
Risk Mining as New Trends in Hospital Management.
Next Generation of Data Mining
Shusaku Tsumoto, Shoji Hirano
2008 — conf
Statistical Independence and Contingency Matrix.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano
2008 — conf
Statistical Independence of Multi-variables from the Viewpoint of Linear Algebra.
RSCTC
Shusaku Tsumoto, Shoji Hirano
2008 B conf
Statistical dependence in contingency data cube.
SMC
Shusaku Tsumoto, Shoji Hirano
2008 — conf
Statistical independence in three-variables contingency cube.
IEEE ICCI
Shusaku Tsumoto, Shoji Hirano
2008 B conf
Trajectory mining using multiscale matching and clustering.
FUZZ-IEEE
Shoji Hirano, Shusaku Tsumoto
2007 — conf
Charcteristics of Pearson Residuals in a Contingency Matrix.
IEEE ICCI
Shusaku Tsumoto, Shoji Hirano
2007 Misc conf
Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations.
AMIA
Shoji Hirano, Shusaku Tsumoto
2007 — conf
Cluster analysis of temporal trajectories of hospital laboratory examinations.
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security
Shoji Hirano, Shusaku Tsumoto
2007 B conf
Contingency matrix theory.
SMC
Shusaku Tsumoto, Shoji Hirano
2007 B conf
Dealing with granularity on non-euclidean relational data based on indiscernibility level.
SMC
Shoji Hirano, Shusaku Tsumoto
2007 J jnl
Detection of interesting rules using visualization of differences between rules' syntactic and semantic similarities using multidimensional scaling.
Int. J. Knowl. Based Intell. Eng. Syst.
Shusaku Tsumoto, Shoji Hirano
2007 — conf
Discovery of Risky Cases in Chronic Diseases: An Approach Using Trajectory Grouping.
JSAI
Shoji Hirano, Shusaku Tsumoto
2007 — conf
Discovery of exacerbating cases in chronic hepatitis based on cluster analysis of time-series platelet count data.
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security
Shoji Hirano, Shusaku Tsumoto
2007 — conf
Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations.
ICDM Workshops
Shoji Hirano, Shusaku Tsumoto
2007 Misc conf
Meaning of Pearson Residuals - Linear Algebra View.
GrC
Shusaku Tsumoto, Shoji Hirano
2007 — conf
Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining.
MCD
Shoji Hirano, Shusaku Tsumoto
2007 J jnl
Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling.
Fundam. Informaticae
Shusaku Tsumoto, Shoji Hirano
2007 — conf
Visualization of Similarities and Dissimilarities Between Rules Using Multidimensional Scaling.
KES (2)
Shusaku Tsumoto, Shoji Hirano
2006 — conf
A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering.
RSCTC
Shoji Hirano, Shusaku Tsumoto
2006 Misc conf
Analysis of sample size effect on dependency of contingency matrix.
GrC
Shusaku Tsumoto, Shoji Hirano
2006 C conf
Characteristics of Indiscernibility Degree in Rough Clustering Examined Using Perfect Initial Equivalence Relations.
ISMIS
Shoji Hirano, Shusaku Tsumoto
2006 Misc conf
Characterization of contextual independence of contingency matrix.
GrC
Shusaku Tsumoto, Shoji Hirano
2006 A* conf
Cluster Analysis of Time-Series Medical Data Based on the Trajectory Representation and Multiscale Comparison Techniques.
ICDM
Shoji Hirano, Shusaku Tsumoto
2006 B conf
Decomposition of Contingency Table as Tensor Product.
FUZZ-IEEE
Shusaku Tsumoto, Shoji Hirano
2006 — conf
Distribution of Determinants of Contingency Matrix.
RSCTC
Shusaku Tsumoto, Shoji Hirano
2006 — conf
Interpretation of Contingency Matrix Using Marginal Distributions.
RSCTC
Shusaku Tsumoto, Shoji Hirano
2006 B conf
Meaning of Marginal Distributions in a Contingency Table.
SMC
Shusaku Tsumoto, Shoji Hirano
2006 B conf
On the Nature of Degree of Indiscerniblity for Rough Clustering.
SMC
Shoji Hirano, Shusaku Tsumoto
2006 — conf
Residual Matrix and Statistical Independence in a Contingency Table.
ICDM Workshops
Shusaku Tsumoto, Shoji Hirano
2006 — ed.
Rough Sets and Current Trends in Computing, 5th International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, Proceedings
RSCTC
Salvatore Greco, Yutaka Hata, Shoji Hirano, Masahiro Inuiguchi, Sadaaki Miyamoto, Hung Son Nguyen, Roman Slowinski
2005 — conf
A Clustering Method for Spatio-temporal Data and Its Application to Soccer Game Records.
RSFDGrC (1)
Shoji Hirano, Shusaku Tsumoto
2005 — conf
A Parallel, Structural Comparison Scheme of Time-Series Implemented on a PC Cluster.
SAINT Workshops
Shoji Hirano, Shusaku Tsumoto
2005 Misc conf
An indiscernibility-based clustering method.
GrC
Shoji Hirano, Shusaku Tsumoto
2005 J jnl
Automated discovery of chronological patterns in long time-series medical datasets.
Int. J. Intell. Syst.
Shusaku Tsumoto, Shoji Hirano
2005 — conf
Classification of temporal sequences using multiscale matching and rough clustering.
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security
Shoji Hirano, Shusaku Tsumoto
2005 — conf
Clinical Decision Support Based on Mobile Telecommunication Systems.
Web Intelligence
Shusaku Tsumoto, Shoji Hirano, Hidenao Abe, Hideaki Nakakuni, Eisuke Hanada
2005 C conf
Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching.
ISMIS
Shoji Hirano, Shusaku Tsumoto
2005 Misc conf
Degree of Dependence as Granularity in a Contingency Table.
GrC
Shusaku Tsumoto, Shoji Hirano
2005 C conf
Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering.
HIS
Shoji Hirano, Shusaku Tsumoto
2005 Misc conf
Linear independence in a contingency table.
GrC
Shusaku Tsumoto, Shoji Hirano
2005 — conf
On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by Using Rough Clustering.
JSAI Workshops
Shoji Hirano, Shusaku Tsumoto
2005 — conf
On Degree of Dependence Based on Contingency Matrix.
RSFDGrC (1)
Shusaku Tsumoto, Shoji Hirano
2005 — conf
On statistical independence of a contingency matrix.
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security
Shusaku Tsumoto, Shoji Hirano
2005 J jnl
Rough representation of a region of interest in medical images.
Int. J. Approx. Reason.
Shoji Hirano, Shusaku Tsumoto
2005 B conf
Strucutural Comparison and Cluster Analysis of Time-Series Medical Data.
SMC
Shoji Hirano, Shusaku Tsumoto
2005 C conf
Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling.
ISMIS
Shusaku Tsumoto, Shoji Hirano
2004 B conf
A Comparative Study of Clustering Methods for Long Time-Series Medical Databases.
MDAI
Shusaku Tsumoto, Shoji Hirano
2004 — conf
Cluster analysis of long time-series medical datasets.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Shoji Hirano, Shusaku Tsumoto
2004 J jnl
Comparison of clustering methods for clinical databases.
Inf. Sci.
Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2004 — conf
Detection of Differences between Syntactic and Semantic Similarities.
Rough Sets and Current Trends in Computing
Shoji Hirano, Shusaku Tsumoto
2004 — conf
Finding Interesting Pass Patterns from Soccer Game Records.
PKDD
Shoji Hirano, Shusaku Tsumoto
2004 — conf
On the Degree of Independence of a Contingency Matrix.
Rough Sets and Current Trends in Computing
Shoji Hirano, Shusaku Tsumoto
2003 J jnl
An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations -Rough Clustering-.
J. Adv. Comput. Intell. Intell. Informatics
Shoji Hirano, Shusaku Tsumoto
2003 — conf
An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations.
PKDD
Shoji Hirano, Shusaku Tsumoto
2003 — conf
Comparison of similarity measures and clustering methods for time-series medical data mining.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Shoji Hirano, Shusaku Tsumoto
2003 B conf
Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach.
PAKDD
Shoji Hirano, Shusaku Tsumoto
2003 — conf
Empirical Comparison of Clustering Methods for Long Time-Series Databases.
Active Mining
Shoji Hirano, Shusaku Tsumoto
2003 C conf
Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching.
ISMIS
Shoji Hirano, Shusaku Tsumoto
2003 C conf
Indiscernibility-Based Clustering: Rough Clustering.
IFSA
Shoji Hirano, Shusaku Tsumoto
2003 B conf
Internet-based Decision Support: Towards E-Hospital.
COMPSAC
Shusaku Tsumoto, Shoji Hirano, Eisuke Hanada
2003 Misc conf
Multiscale Analysis of Long Time-series Medical Databases.
AMIA
Shoji Hirano, Shusaku Tsumoto
2003 A* conf
Pattern Discovery based on Rule Induction and Taxonomy Generation.
ICDM
Shusaku Tsumoto, Shoji Hirano
2003 A* conf
Visualization of Rule's Similarity using Multidimensional Scaling.
ICDM
Shusaku Tsumoto, Shoji Hirano
2002 — conf
Analysis of Amino Acid Sequences by Statistical Technique.
JCIS
Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
2002 J jnl
Analysis of amino-acid sequences by statistical technique.
Inf. Sci.
Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
2002 B conf
Dealing with multiple types of expert knowledge in medical image segmentation: a rough sets style approach.
FUZZ-IEEE
Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2002 — conf
Evaluation of similarity measures for analysis of databases on laboratory examinations.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Xiaoguang Sun, Shoji Hirano, Shusaku Tsumoto
2002 Misc conf
Mining Interesting Patterns in Time-series Medical Databases: A Hybrid Approach of Multiscale Matching and Rough Clustering.
AMIA
Shoji Hirano, Shusaku Tsumoto
2002 A* conf
Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine.
ICDM
Shoji Hirano, Shusaku Tsumoto
2002 — conf
Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases.
PKDD
Shoji Hirano, Shusaku Tsumoto
2002 B conf
On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases.
COMPSAC
Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2002 — conf
Segmentation of Medical Images Based on Approximations in Rough Set Theory.
Rough Sets and Current Trends in Computing
Shoji Hirano, Shusaku Tsumoto
2001 — conf
A Clustering Method Based on Rough Sets and Its Application to Knowledge Discovery in the Medical Database.
MedInfo
Shoji Hirano, Shusaku Tsumoto, Tomohiro Okuzaki, Yutaka Hata
2001 — conf
A Clustering Method for Nominal and Numerical Data Based on Rough Set Theory.
JSAI Workshops
Shoji Hirano, Shusaku Tsumoto, Tomohiro Okuzaki, Yutaka Hata
2001 B conf
A Knowledge-Oriented Clustering Technique Based on Rough Sets.
COMPSAC
Shoji Hirano, Shusaku Tsumoto
2001 B conf
A Rough Set-Based Clustering Method with Modification of Equivalence Relations.
PAKDD
Shoji Hirano, Tomohiro Okuzaki, Yutaka Hata, Shusaku Tsumoto, Kouhei Tsumoto
2001 B conf
Analysis of Time-series Medical Databases Using Multiscale Structure Matching and Rough Sets-based.
FUZZ-IEEE
Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2001 J jnl
Fuzzy expert system for foot CT image segmentation.
Image Vis. Comput.
Shoji Hirano, Yutaka Hata
2001 A* conf
Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure.
ICDM
Shoji Hirano, Shusaku Tsumoto
2001 — conf
Workshop on Rough Set Theory and Granular Computing - Summary.
JSAI Workshops
Shusaku Tsumoto, Shoji Hirano, Masahiro Inuiguchi
2000 J jnl
Automated segmentation of human brain MR images aided by fuzzy information granulation and fuzzy inference.
IEEE Trans. Syst. Man Cybern. Part C
Yutaka Hata, Syoji Kobashi, Shoji Hirano, Hajime Kitagaki, Etsuro Mori
2000 J jnl
Hippocampus Extraction Based on Parallel Multiscale Structure Matching.
Int. J. Pattern Recognit. Artif. Intell.
Shoji Hirano, Naotake Kamiura, Nobuyuki Matsui, Yutaka Hata
2000 B conf
Segmentation of the fractured foot CT image: a fuzzy-rule-based approach.
Image Processing
Shoji Hirano, Yutaka Hata, Nobuyuki Matsui, Yoshiro Ando, Makato Ishikawa
1998 B conf
Medical image segmentation by fuzzy logic techniques.
SMC
Yutaka Hata, Syoji Kobashi, Shoji Hirano
1997 — conf
MAGNET: An Active Ditch Extraction Model.
ICIP (2)
Shoji Hirano, Naotake Kamiura, Yutaka Hata, Makoto Ishikawa