# Shusaku Tsumoto

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Collaborative distances:

^{1}, Shusaku Tsumoto authored at least 396 papers between 1985 and 2018.Collaborative distances:

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## Bibliography

2018

Cognitive Computing: Methodologies for Neural Computing and Semantic Computing in Brain-Inspired Systems.

IJSSCI, 2018

Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Empirical Comparison of Distances for Agglomerative Hierarchical Clustering.

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries.

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

From Hospital Big Data to Clinical Process: A Granular Computing Approach.

Proceedings of the IEEE International Conference on Big Data, 2018

Argumentation with Goals for Clinical Decision Support in Multimorbidity.

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering.

IJCINI, 2017

Induction of Rule for Differential Diagnosis.

Proceedings of the Rough Sets - International Joint Conference, 2017

Mining Text for Disease Diagnosis.

Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

Construction of Discharge Summaries Classifier.

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations.

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Mining text for disease diagnosis in hospital information system.

Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Construction of discharge summaries classifier.

Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016

Healthy diet assessment mechanism based on fuzzy markup language for Japanese food.

Soft Comput., 2016

Multidimensional temporal mining in hospital information system.

IJCIStudies, 2016

Construction of linguistic variables from data and domain knowledge.

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Linguistic Variables Construction in Information Table.

Proceedings of the Rough Sets - International Joint Conference, 2016

On Behavior of Statistical Indices in Incremental Context.

Proceedings of the Rough Sets - International Joint Conference, 2016

A Data Mining Approach on the Structure of Patient Satisfaction in HCAHPS Databases.

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Dual Clustering for Clinical Care Construction.

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Incremental Updates of Rough Set-Based Probabilistic Rules.

Proceedings of the Third International Conference on Computing Measurement Control and Sensor Network, 2016

A proposal of a privacy-preserving questionnaire by non-deterministic information and its analysis.

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Mining process for improvement of clinical process quality.

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Construction of clinical pathway from histories of clinical actions in hospital information system.

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Construction of linguistic variables based on rule induction and concept hierarchy.

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

Active mining process for software quality estimation.

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015

Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System.

Fundam. Inform., 2015

Formalization of Medical Diagnostic Rules.

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Clinical application of the integrated multicenter discharge summary database.

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Mining Schedule of Nursing Care Based on Dual-Clustering.

Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Layered Rule Induction.

Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine.

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in Japan.

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Data decomposition and dual clustering for clinical care management.

Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Granular formalization of medical diagnostic process.

Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Mining probabilistic rules using nonmonotonic rule layers.

Proceedings of the 14th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2015

2014

Estimation of Service Quality of a Hospital Information System Using a Service Log.

The Review of Socionetwork Strategies, 2014

Similarity-based behavior and process mining of medical practices.

Future Generation Comp. Syst., 2014

Formal Analysis of Statistical Dependence Based Homological Algebra.

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme.

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Towards Data-Oriented Schedule Management in Hospital.

Proceedings of the 2014 Annual SRII Global Conference, 2014

Homological analysis of statistical dependence.

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Formal analysis of leave-one out method based on decremental sampling scheme.

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Visualizing dynamics of patients in hospitals using devise locations.

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme.

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Mining Typical Order Sequences from EHR for Building Clinical Pathways.

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Construction of Clinical Pathway based on Similarity-based Mining in Hospital Information System.

Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases.

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Data Mining-Based Service Quality Estimation in Hospital Information System.

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR.

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management.

Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Probabilistic rule induction based on incremental sampling scheme.

Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Formal analysis of cross-validation based on decremental sampling scheme.

Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Formal analysis of cross-validation for rule induction using probabilistic indices.

Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

Incremental rule induction based on updates of statistical indices.

Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013

Rough Sets and Medical Differential Diagnosis.

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence.

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Installation of Secure, Always Available Wireless LAN Systems as a Component of the Hospital Communication Infrastructure.

J. Medical Systems, 2013

Special issue on challenges in knowledge discovery and data mining.

J. Intell. Inf. Syst., 2013

Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility.

J. Intell. Inf. Syst., 2013

Combinatorics in Pearson residuals.

IJKESDP, 2013

Combinatorics of Information Granule in Contingency Table.

Int. J. Intell. Syst., 2013

Perspectives on Cognitive Computers and Knowledge Processors.

IJCINI, 2013

Incremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers.

Fundam. Inform., 2013

Mining Clinical Pathway Using Clustering and Rule Induction.

Proceedings of the IEEE International Conference on Systems, 2013

Incremental Induction of Probabilistic Rules Based on Incremental Sampling Scheme.

Proceedings of the IEEE International Conference on Systems, 2013

Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences.

Proceedings of the IEEE International Conference on Systems, 2013

Evaluation of Incremental Change of Set-Based Indices.

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach.

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Construction of the Integrated Multicentre Discharge Summary Database.

Proceedings of the MEDINFO 2013, 2013

Ensuring the Security and Availability of a Hospital Wireless LAN System.

Proceedings of the MEDINFO 2013, 2013

Clinical Schedule Management Using Similarity-Based Mining Methods.

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates.

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Incremental induction of medical diagnostic rules.

Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

Algebraic analysis of statistical dependence.

Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

Evaluation of set-based indices based on incremental sampling framework.

Proceedings of the FUZZ-IEEE 2013, 2013

FML-based Japanese diet assessment system.

Proceedings of the FUZZ-IEEE 2013, 2013

Clinical schedule management based on granularity-based mining.

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Incremental Induction of Medical Diagnostic Rules.

Proceedings of the Brain and Health Informatics - International Conference, 2013

Mining Clinical Pathway Based on Clustering and Feature Selection.

Proceedings of the Brain and Health Informatics - International Conference, 2013

Granularity-based temporal data mining in hospital information system.

Proceedings of the 2013 IEEE International Conference on Big Data, 2013

Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways.

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Mining nursing care plan from data extracted from hospital information system.

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Granularity-based mining for construction of nursing care plan.

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

Mining hierarchical temporal association rules in a publication database.

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012

Detection of research trends from bibliographical data.

IJDMMM, 2012

Perspectives on eBrain and Cognitive Computing.

IJCINI, 2012

Characterizing Hospital Services Using Temporal Data Mining.

Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Data-oriented maintenance of clinical pathway using clustering and multidimensional scaling.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Information granules in medical differential diagnosis.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Trajectories mining in hospital information systems.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Incremental Rules Induction Based on Rule Layers.

Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Comparing Similarity of Concepts Identified by Temporal Patterns of Terms in Biomedical Research Documents.

Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Incremental Rules Induction Method Based on Three Rule Layers.

Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Towards data: a human/machine-oriented approach of medical data collection.

Proceedings of the ACM International Health Informatics Symposium, 2012

Multidimensional temporal mining in clinical data.

Proceedings of the ACM International Health Informatics Symposium, 2012

Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining Methods.

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Temporal Data Mining for Nursing Schedule Management.

Proceedings of the 2012 Third International Conference on Innovations in Bio-Inspired Computing and Applications, 2012

Visualization of doctors' behavior using similarity-based methods.

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Geometrical interpretation of pearson residuals.

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Degree of freedom and numbers of subdeterminants in contingency table.

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Construction and maintenance of clinical pathways using data mining methods.

Proceedings of the 2nd International Workshop on Managing Interoperability and compleXity in Health Systems, 2012

Temporal data mining of order entry histories for characterization of medical practice.

Proceedings of CBMS 2012, 2012

Exploratory temporal data mining process in hospital information systems.

Proceedings of the 11th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2012

Comparing similarity of concepts identified by temporal patterns of terms in biomedical research documents.

Proceedings of the 11th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2012

2011

Evaluating a Temporal Pattern Detection Method for Finding Research Keys in Bibliographical Data.

Trans. Rough Sets, 2011

Correlation and Regression Analysis for Characterizations of a University Hospital.

The Review of Socionetwork Strategies, 2011

Detection of risk factors using trajectory mining.

J. Intell. Inf. Syst., 2011

Special issue on data mining for decision making and risk management.

J. Intell. Inf. Syst., 2011

Residual as Linear Sum of Matrix Determinants in Multiway Contingency Tables.

Int. J. Comput. Intell. Syst., 2011

Temporal data mining in history data of hospital information systems.

Proceedings of the IEEE International Conference on Systems, 2011

Information Reuse in Hospital Information Systems: A Similarity-Oriented Data Mining Approach.

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Comparing a Clustering Density Criteria of Temporal Patterns of Terms Obtained by Different Feature Sets.

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge.

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Incremental Rule Induction Based on Rough Set Theory.

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences.

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Information reuse in hospital information systems: A data mining approach.

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Visualization of Hospital Services Using Data Mining Methods.

Proceedings of the Data Mining Workshops (ICDMW), 2011

Clustering-based analysis in hospital information systems.

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Combinatorics of pearson residuals and degree of freedom in contingency tables.

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

A new framework for incremental rule induction based on rough sets.

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

A clustering method for asymmetric proximity data based on bi-links with ε-indiscernibility.

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Constructing features for document classification by using temporal patterns of term usages.

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Capturing Behavior of Medical Staff: A Similarity-Oriented Temporal Data Mining Approach.

Proceedings of the Future Generation Information Technology, 2011

Rule induction methods with hierachical sampling.

Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011

2010

Exploratory Univariate Analysis on the Characterization of a University Hospital: A Preliminary Step to Data-Mining-Based Hospital Management Using an Exploratory Univariate Analysis of a University Hospital.

The Review of Socionetwork Strategies, 2010

Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima.

International Journal of Information Technology and Decision Making, 2010

Some Remarks on the Concept of Approximations from the View of Knowledge Engineering.

IJCINI, 2010

Improving a rule evaluation support method based on objective indices.

IJAIP, 2010

Risk Mining in Medicine: Application of Data Mining to Medical Risk Management.

Fundam. Inform., 2010

Three dimensional trajectories mining.

Proceedings of the IEEE International Conference on Systems, 2010

Trend detection from large text data.

Proceedings of the IEEE International Conference on Systems, 2010

Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine.

Proceedings of the Advances in Social Computing, 2010

Likelihood-Based Sampling from Databases for Rule Induction Methods.

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Residual Analysis of Statistical Dependence in Multiway Contingency Tables.

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications.

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Discovering Research Key Terms as Temporal Patterns of Importance Indices for Text Mining.

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods.

Proceedings of the Intelligent Information Processing V, 2010

Mining Temporal Patterns of Technical Term Usages in Bibliographical Data.

Proceedings of the Intelligent Information Processing V, 2010

A "Ubiquitous Environment" through Wireless Voice/Data Communication and a Fully Computerized Hospital Information System in a University Hospital.

Proceedings of the E-Health - First IMIA/IFIP Joint Symposium, 2010

Towards Data-Oriented Hospital Services: Data Mining-Based Hospital Management.

Proceedings of the ICDMW 2010, 2010

Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Testing.

Proceedings of the ICDMW 2010, 2010

Curvature Maxima-based Trajectories Mining.

Proceedings of the ICDMW 2010, 2010

Text Categorization with Considering Temporal Patterns of Term Usages.

Proceedings of the ICDMW 2010, 2010

Geometrical and Combinatorial Nature of Pearson Residuals.

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Information Granules of Statistical Dependence in Multiway Contingency Tables.

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Qualitative Simulation Based on Ranked Hyperreals.

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Hierarchical, Granular Representation of Non-metric Proximity Data.

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Analysis of Research Keys as Tempral Patterns of Technical Term Usages in Bibliographical Data.

Proceedings of the Active Media Technology, 6th International Conference, 2010

Sampling from databases for rule induction methods based on likelihood ratio test.

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Incremental discovery of probabilistic rules from clinical databases based on rough set theory.

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Comparing order entry subsequences related to CPOE correction factors.

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Dependency and Granularity inData.

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Rough Set Data Analysis.

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Contingency matrix theory: Statistical dependence in a contingency table.

Inf. Sci., 2009

Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II).

Fundam. Inform., 2009

Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (I).

Fundam. Inform., 2009

Contingency Matrix Theory II: Degree of Dependence as Granularity.

Fundam. Inform., 2009

Statistical Independence and Determinants in a Contingency Table - Interpretation of Pearson Residuals based on Linear Algebra -.

Fundam. Inform., 2009

Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions.

Fundam. Inform., 2009

Pearson Residuals in Multi-way Contingency Tables.

Proceedings of the IEEE International Conference on Systems, 2009

Distribution of Derminants of Contingency Tables.

Proceedings of the IEEE International Conference on Systems, 2009

Detecting Temporal Patterns of Technical Phrases by using Importance Indices in a Research Documents.

Proceedings of the IEEE International Conference on Systems, 2009

A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices.

Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step.

Proceedings of the Rough Sets, 2009

Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method.

Proceedings of the Rough Sets, 2009

Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences.

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Detecting Temporal Patterns of Importance Indices about Technical Phrases.

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression.

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Detecting Similarity of Transferring Datasets Based on Features of Classification Rules.

Proceedings of the ICDM Workshops 2009, 2009

Multivariate statistical independence and contingency tables.

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Detection of trends of technical phrases in text mining.

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Temporal data mining for hospital management.

Proceedings of the Data Mining, 2009

A method to characterize dataset based on objective rule evaluation indices.

Proceedings of the Data Mining, 2009

Evaluating a method to detect temporal trends of phrases in research documents.

Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

2008

Risk Mining for Infection Control.

Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

Role of Sample Size and Determinants in Granularity of Contingency Matrix.

Proceedings of the Data Mining: Foundations and Practice, 2008

On Pseudo-Statistical Independence in a Contingency Table.

Proceedings of the Data Mining: Foundations and Practice, 2008

Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications.

Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices.

Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

Contingency Matrix Theory I: Rank and Statistical Independence in a Contigency Table.

Trans. Computational Science, 2008

Statistical dependence in contingency data cube.

Proceedings of the IEEE International Conference on Systems, 2008

Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level.

Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Analyzing Correlation Coefficients of Objective Rule Evaluation Indices on Classification Rules.

Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Statistical Independence of Multi-variables from the Viewpoint of Linear Algebra.

Proceedings of the Rough Sets and Current Trends in Computing, 2008

Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria.

Proceedings of the Rough Sets and Current Trends in Computing, 2008

Finding Functional Groups of Objective Rule Evaluation Indices Using PCA.

Proceedings of the Practical Aspects of Knowledge Management, 7th International Conference, 2008

Detection of Risk Factors as Temporal Data Mining.

Proceedings of the New Frontiers in Applied Data Mining, 2008

Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient.

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Hospital Management Based on Data Mining.

Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Statistical Independence and Contingency Matrix.

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets.

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Decomposition of Pearson Residuals of Three-variables Contingency Cube.

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Hierarchical Clustering of Asymmetric Proximity Data based on the Indiscernibility-level.

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Investigating Accuracies of Rule Evaluation Models on Randomized Labeling and Human Evaluation.

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Partial statistical independence in contingency matrix.

Proceedings of the FUZZ-IEEE 2008, 2008

Trajectory mining using multiscale matching and clustering.

Proceedings of the FUZZ-IEEE 2008, 2008

Application of data mining to medical risk management.

Proceedings of the Data Mining, 2008

Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering.

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Statistical independence in three-variables contingency cube.

Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008

Fuzziness from attribute generalization in information table.

Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008

Qualitative fuzzy sets and granularity.

Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008

2007

Detection of interesting rules using visualization of differences between rules' syntactic and semantic similarities using multidimensional scaling.

KES Journal, 2007

Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling.

Fundam. Inform., 2007

Evaluating Learning Algorithms to Support Human Rule - Evaluation Based on Objective Rule Evaluation Indices.

Data Science Journal, 2007

Evaluation of rule interestingness measures in medical knowledge discovery in databases.

Artificial Intelligence in Medicine, 2007

Contingency matrix theory.

Proceedings of the IEEE International Conference on Systems, 2007

Dealing with granularity on non-euclidean relational data based on indiscernibility level.

Proceedings of the IEEE International Conference on Systems, 2007

Evaluating learning algorithms for a rule evaluation support method.

Proceedings of the IEEE International Conference on Systems, 2007

Attribute Generalization and Fuzziness in Data Mining Contexts.

Proceedings of the Rough Sets, 2007

Medical Reasoning and Rough Sets.

Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Evaluating Learning Models with Transitions of Human Interests Based on Objective Rule Evaluation Indices.

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Visualization of Similarities and Dissimilarities Between Rules Using Multidimensional Scaling.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation Support Method Based on Objective Indices.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

International Workshop on Risk Informatics (RI2007).

Proceedings of the New Frontiers in Artificial Intelligence, 2007

Data Mining Analysis of Relationship Between Blood Stream Infection and Clinical Background in Patients Undergoing Lactobacillus Therapy.

Proceedings of the New Frontiers in Artificial Intelligence, 2007

Discovery of Risky Cases in Chronic Diseases: An Approach Using Trajectory Grouping.

Proceedings of the New Frontiers in Artificial Intelligence, 2007

Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients' Lactobacillus Therapy by Data Mining.

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations.

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Meaning of Pearson Residuals - Linear Algebra View.

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical Diagnosis from Hospital Clinical Data.

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Evaluation of Learning Costs of Rule Evaluation Models Based on Objective Indices to Predict Human Hypothesis Construction Phases.

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining.

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Discovery of exacerbating cases in chronic hepatitis based on cluster analysis of time-series platelet count data.

Proceedings of the Data Mining, 2007

Cluster analysis of temporal trajectories of hospital laboratory examinations.

Proceedings of the Data Mining, 2007

Mining Rules for Risk Factors on Blood Stream Infection in Hospital Information System.

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations.

Proceedings of the AMIA 2007, 2007

Charcteristics of Pearson Residuals in a Contingency Matrix.

Proceedings of the Six IEEE International Conference on Cognitive Informatics, 2007

Evaluating Learning Algorithms to Construct Rule Evaluation Models Based on Objective Rule Evaluation Indices.

Proceedings of the Six IEEE International Conference on Cognitive Informatics, 2007

2006

Mining Hospital Management Data using R.

Proceedings of the Chance Discoveries in Real World Decision Making: Data-based Interaction of Human Intelligence and Artificial Intelligence, 2006

Statistical Independence as Linear Dependence in a Contingency Table.

Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Risk Mining in Medicine: Application of Data Mining to Medical Risk Management.

Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Risk Mining in Hospital Information Systems.

Proceedings of the IEEE International Conference on Systems, 2006

Meaning of Marginal Distributions in a Contingency Table.

Proceedings of the IEEE International Conference on Systems, 2006

On the Nature of Degree of Indiscerniblity for Rough Clustering.

Proceedings of the IEEE International Conference on Systems, 2006

Developing a Rule Evaluation Support Method Based on Objective Indices.

Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Risk Mining: Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Interpretation of Contingency Matrix Using Marginal Distributions.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Distribution of Determinants of Contingency Matrix.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Pawlak Rough Set Model, Medical Reasoning and Rule Mining.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Evaluating Learning Models for a Rule Evaluation Support Method Based on Objective Indices.

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices.

Proceedings of the Advances in Knowledge Acquisition and Management, 2006

Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices.

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Evaluating Model Construction Methods with Objective Rule Evaluation Indices to Support Human Experts.

Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Risk Mining - Overview.

Proceedings of the New Frontiers in Artificial Intelligence, 2006

Characteristics of Indiscernibility Degree in Rough Clustering Examined Using Perfect Initial Equivalence Relations.

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices.

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Risk Mining in Hospital Information Systems.

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Residual Matrix and Statistical Independence in a Contingency Table.

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Proposal of Medical KDD Support User Interface Utilizing Rule Interestingness Measures.

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Cluster Analysis of Time-Series Medical Data Based on the Trajectory Representation and Multiscale Comparison Techniques.

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Evaluating Learning Algorithms Composed by a Constructive Meta-Learning Scheme for a Rule Evaluation Support Method.

Characterization of contextual independence of contingency matrix.

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Analysis of sample size effect on dependency of contingency matrix.

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Decomposition of Contingency Table as Tensor Product.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Mining hospital management data.

Proceedings of the Data Mining, 2006

Visualization of similarities and dissimilarities in rules using MDS.

Proceedings of the Data Mining, 2006

Data Structure and Algorithm in Data Mining: Granular Computing View.

Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

2005

On Statistical Independence in a Contingency Table.

Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

Automated discovery of chronological patterns in long time-series medical datasets.

Int. J. Intell. Syst., 2005

Rough representation of a region of interest in medical images.

Int. J. Approx. Reasoning, 2005

Clinical Decision Support Based on Mobile Telecommunication Systems.

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Visualization of differences between rules' syntactic and semantic similarities.

Proceedings of the IEEE International Conference on Systems, 2005

Strucutural Comparison and Cluster Analysis of Time-Series Medical Data.

Proceedings of the IEEE International Conference on Systems, 2005

A Parallel, Structural Comparison Scheme of Time-Series Implemented on a PC Cluster.

Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

On Degree of Dependence Based on Contingency Matrix.

Proceedings of the Rough Sets, 2005

A Clustering Method for Spatio-temporal Data and Its Application to Soccer Game Records.

Proceedings of the Rough Sets, 2005

On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by Using Rough Clustering.

Proceedings of the New Frontiers in Artificial Intelligence, 2005

Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling.

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Statistical Independence from the Viewpoint of Linear Algebra.

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching.

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes.

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering.

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining Result.

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Linear independence in a contingency table.

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Degree of Dependence as Granularity in a Contingency Table.

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

An indiscernibility-based clustering method.

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

On statistical independence of a contingency matrix.

Proceedings of the Data Mining, 2005

Granularity and statistical independence in a contingency table.

Proceedings of the Data Mining, 2005

Classification of temporal sequences using multiscale matching and rough clustering.

Proceedings of the Data Mining, 2005

2004

Computational Analysis of Acquired Dyslexia of Kanji Characters based on Conventional and Rough Neural Networks.

Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model.

Inf. Sci., 2004

Comparison of clustering methods for clinical databases.

Inf. Sci., 2004

Extraction of Structure of Medical Diagnosis from Clinical Data.

Fundam. Inform., 2004

Detection of Differences between Syntactic and Semantic Similarities.

Proceedings of the Rough Sets and Current Trends in Computing, 2004

On the Degree of Independence of a Contingency Matrix.

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Finding Interesting Pass Patterns from Soccer Game Records.

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

A Comparative Study of Clustering Methods for Long Time-Series Medical Databases.

Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases.

Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Workshop on Active Mining (AM-2004).

Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

Rank and independence in contingency table.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

Cluster analysis of long time-series medical datasets.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

2003

Chance Discovery in Medicine - Detection of Rare Risky Events in Chronic Diseases.

New Generation Comput., 2003

An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations -Rough Clustering-.

JACIII, 2003

Automated extraction of hierarchical decision rules from clinical databases using rough set model.

Expert Syst. Appl., 2003

Rule Induction with Grouping Target Concepts based on Rough Sets.

Electr. Notes Theor. Comput. Sci., 2003

Statistical Independence as Linear Independence.

Electr. Notes Theor. Comput. Sci., 2003

Web Based Medical Decision Support System for Neurological Diseases.

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Extracting diagnostic taxonomy using rough sets.

Proceedings of the IEEE International Conference on Systems, 2003

Web based medical decision support system: application of internet to telemedicine.

Proceedings of the 2003 Symposium on Applications and the Internet Workshops (SAINT 2003), 27-31 January 2003, 2003

Linear Independence in Contingency Table.

Proceedings of the Rough Sets, 2003

Characteristics of Accuracy and Coverage in Rule Induction.

Proceedings of the Rough Sets, 2003

Extracting Structure of Medical Diagnosis: Rough Set Approach.

Proceedings of the Rough Sets, 2003

Mining Rules of Multi-level Diagnostic Procedure from Databases.

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations.

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach.

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Mining Diagnostic Rules with Taxonomy from Medical Databases.

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching.

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Mining Multi-level Diagnostic Process Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model.

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Indiscernibility-Based Clustering: Rough Clustering.

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Pattern Discovery based on Rule Induction and Taxonomy Generation.

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Visualization of Rule's Similarity using Multidimensional Scaling.

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Towards visualization of rules based on rough sets and graphical modeling.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

Automated rule induction with grouping target concepts.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

Comparison of similarity measures and clustering methods for time-series medical data mining.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

Internet-based Decision Support: Towards E-Hospital.

Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003

Active Mining Project: Overview.

Proceedings of the Active Mining, Second International Workshop, 2003

Empirical Comparison of Clustering Methods for Long Time-Series Databases.

Proceedings of the Active Mining, Second International Workshop, 2003

Multiscale Analysis of Long Time-series Medical Databases.

Proceedings of the AMIA 2003, 2003

2002

Statistical Test for Rough Set Approximation Based on Fisher's Exact Test.

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Accuracy and Coverage in Rough Set Rule Induction.

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Segmentation of Medical Images Based on Approximations in Rough Set Theory.

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Analysis of Amino Acid Sequences by Statistical Technique.

Proceedings of the 6th Joint Conference on Information Science, 2002

Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model.

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine.

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets.

Proceedings of the Progress in Discovery Science, 2002

Statistical test for rough set approximation.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

Comparison of induced rules based on likelihood estimation.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

Evaluation of similarity measures for analysis of databases on laboratory examinations.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

Foundations of Data Mining via Granular and Rough Computing.

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Rule and Matroid Theory.

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases.

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Mining Interesting Patterns in Time-series Medical Databases: A Hybrid Approach of Multiscale Matching and Rough Clustering.

Proceedings of the AMIA 2002, 2002

2001

Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

A Rough Set-Based Clustering Method with Modification of Equivalence Relations.

Proceedings of the Knowledge Discovery and Data Mining, 2001

An Approach to Electronization of Hand-written Patient Records - Scanned Hand-Written Chart.

Proceedings of the MEDINFO 2001, 2001

A Clustering Method Based on Rough Sets and Its Application to Knowledge Discovery in the Medical Database.

Proceedings of the MEDINFO 2001, 2001

Workshop on Rough Set Theory and Granular Computing - Summary.

Proceedings of the New Frontiers in Artificial Intelligence, 2001

A Clustering Method for Nominal and Numerical Data Based on Rough Set Theory.

Proceedings of the New Frontiers in Artificial Intelligence, 2001

Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure.

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Medical Diagnostic Rules As Upper Approximation of Rough Sets.

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Analysis of Time-series Medical Databases Using Multiscale Structure Matching and Rough Sets-based.

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Medical knowledge discovery in hospital information systems.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

Statistical extension of rough set rule induction.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

A Knowledge-Oriented Clustering Technique Based on Rough Sets.

Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001

2000

Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic.

Inf. Sci., 2000

Diagnostic Reasoning from the Viewpoint of Rough Sets.

Proceedings of the Rough Sets and Current Trends in Computing, 2000

An Approach to Statistical Extention of Rough Set Rule Induction.

Proceedings of the Rough Sets and Current Trends in Computing, 2000

Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets.

Proceedings of the Knowledge Discovery and Data Mining, 2000

Information Granules for Spatial Reasoning.

Proceedings of the Knowledge Discovery and Data Mining, 2000

Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies.

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Fuzzification of attribute-oriented generalization and its application to medicine.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

Discovery of approximate concepts in clinical databases based on a rough set model.

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

Problems with Mining Medical Data.

Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

1999

Context-Free Fuzzy Sets in Data Mining Context.

Proceedings of the New Directions in Rough Sets, 1999

Discovery of Rules about Compilations - A Rough Set Approach in Medical Knowledge Discovery.

Proceedings of the New Directions in Rough Sets, 1999

Knowledge Discovery in Medical Multi-databases: A Rough Set Approach.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Rule Discovery in Large Time-Series Medical Databases.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Support Vector Machines for Knowledge Discovery.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Rule Discovery in Databases with Missing Values Based on Rough Set Model.

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion.

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Knowledge Discovery in Clinical Databases: An Experiment with Rule Induction and Statistics.

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998

Automated Extraction of Medical Expert System Rules from Clinical Databases on Rough Set Theory.

Inf. Sci., 1998

Extraction of Experts' Decision Rules from Clinical Databases Using Rough Set Model.

Intell. Data Anal., 1998

Modelling Medical Diagnostic Rules Based on Rough Sets.

Proceedings of the Rough Sets and Current Trends in Computing, 1998

Discovery of Approximate Medical Knowledge Based on Rough Set Model.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Automated Acquisition of Rules from Clinical Databases and its Evaluation.

Proceedings of the MEDINFO '98, 1998

Automated knowledge acquisition from clinical databases based on rough sets and attribute-oriented generalization.

Proceedings of the AMIA 1998, 1998

1997

Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model.

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

Induction of Positive and Negative Deterministic Rules based on Rough Set Model.

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Incremental learning of probabilistic rules from clinical databases based on rough set theory.

Proceedings of the AMIA 1997, 1997

1996

Machine Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation.

Intelligent Automation & Soft Computing, 1996

A Common Algebraic Framework of Empirical Learning Methods Based on Rough Sets and Matroid Theory.

Fundam. Inform., 1996

Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets.

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

The Application of Rough Sets-Based Data Mining Technique to Differential Diagnosis of Meningoenchepahlitis.

Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

Induction of Expert System Rules from Databases Based on Rough Set Theory and Resampling Methods.

Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

1995

COBRA: Integration of Heterogeneous Knowledge-Bases in Medical Domain.

Int. J. Cooperative Inf. Syst., 1995

PRIMEROSE: Probabilistic Rule Induction Method based on Rough Sets and Resampling Methods.

Computational Intelligence, 1995

Algebraic Formulation of Empirical Learning Methods Based on Rough Sets and Matroid Theory.

WOCFAI, 1995

Automated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation.

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Automated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing.

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

COBRA: Integration of Knowledge-Bases with Case-Databases in the Domain of Congenital Malformation.

Proceedings of the Artificial Intelligence Medicine, 1995

Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods.

Proceedings of the Artificial Intelligence Medicine, 1995

1994

Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods.

Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

Algebraic Specification of Empirical Inductive Learning Methods based on Rough Sets and Matroid Theory.

Proceedings of the Integrating Symbolic Mathematical Computation and Artificial Intelligence, 1994

1993

AQ, Rough Sets, and Matroid Theory.

Proceedings of the Rough Sets, 1993

PRIMEROSE: Probabilistic Rule Induction Method Based on Rough Set Theory.

Proceedings of the Rough Sets, 1993

Induction of Probabilistic Rules Based on Rough Set Theory.

Proceedings of the Algorithmic Learning Theory, 4th International Workshop, 1993

1985

Consultation System for Diagnosis of Headache and Facial Pain: "RHINOS".

Proceedings of the Logic Programming '85, 1985