Prof. Shusaku Tsumoto Profile

Prof. Shusaku Tsumoto

Professor at Shimane Univ

SPIE Involvement:

Author

Publications (22)

Proceedings Article | 13 April 2009 Paper

A method to characterize dataset based on objective rule evaluation indices

Hidenao Abe, Shusaku Tsumoto

Proceedings Volume 7344, 73440D (2009) https://doi.org/10.1117/12.820319

KEYWORDS: Principal component analysis, Algorithm development, Data mining, Databases, Machine learning, Health informatics, Medicine, Social sciences, Information technology, Statistical methods

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Proceedings Article | 13 April 2009 Paper

Temporal data mining for hospital management

Shusaku Tsumoto, Shoji Hirano

Proceedings Volume 7344, 73440A (2009) https://doi.org/10.1117/12.819440

KEYWORDS: Data mining, Data analysis, Databases, Cancer, Statistical analysis, Document management, Radiology, Pathology, Blood, Stomach

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Proceedings Article | 17 March 2008 Paper

Application of data mining to medical risk management

Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama

Proceedings Volume 6973, 697308 (2008) https://doi.org/10.1117/12.778471

KEYWORDS: Mining, Data mining, Bacteria, Blood, Medicine, Data modeling, Surgery, Error analysis, Databases, Data hiding

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Proceedings Article | 9 April 2007 Paper

Cluster analysis of temporal trajectories of hospital laboratory examinations

Shoji Hirano, Shusaku Tsumoto

Proceedings Volume 6570, 65700E (2007) https://doi.org/10.1117/12.720168

KEYWORDS: Liver, Data mining, Bessel functions, Health informatics, Medicine, Time series analysis, Information assurance, Convolution, Multiscale representation, Information technology

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Proceedings Article | 9 April 2007 Paper

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

Shoji Hirano, Shusaku Tsumoto

Proceedings Volume 6570, 65700F (2007) https://doi.org/10.1117/12.720169

KEYWORDS: Biopsy, Liver, Chlorine, Health informatics, Medicine, Data mining, Information assurance, Biological research, Blood, Mining

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Proceedings Article | 18 April 2006 Paper

Mining hospital management data

Shusaku Tsumoto, Yuko Tsumoto

Proceedings Volume 6241, 62410W (2006) https://doi.org/10.1117/12.667533

KEYWORDS: Statistical analysis, Cancer, Databases, Data mining, Stomach, Lung cancer, Lung, Data modeling, Liver, Mining

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Proceedings Article | 18 April 2006 Paper

Visualization of similarities and dissimilarities in rules using MDS

Shusaku Tsumoto

Proceedings Volume 6241, 62410X (2006) https://doi.org/10.1117/12.667532

KEYWORDS: Visualization, Data mining, Databases, Liver, Chemical vapor deposition, Health informatics, Medicine, Information assurance, Data processing, Lab on a chip

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Proceedings Article | 28 March 2005 Paper

Granularity and statistical independence in a contingency table

Shusaku Tsumoto

Proceedings Volume 5812, (2005) https://doi.org/10.1117/12.604977

KEYWORDS: Linear algebra, Health informatics, Medicine, Data mining, Matrices, Statistical analysis, Feature selection, Surgery, Computer intrusion detection, Information assurance

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Proceedings Article | 28 March 2005 Paper

Classification of temporal sequences using multiscale matching and rough clustering

Shoji Hirano, Shusaku Tsumoto

Proceedings Volume 5812, (2005) https://doi.org/10.1117/12.604976

KEYWORDS: Liver, Data mining, Convolution, Medicine, Pattern recognition, Neptunium, Health informatics, Data analysis, Information assurance, Computer intrusion detection

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Proceedings Article | 28 March 2005 Paper

On statistical independence of a contingency matrix

Shusaku Tsumoto, Shoji Hirano

Proceedings Volume 5812, (2005) https://doi.org/10.1117/12.604975

KEYWORDS: Probability theory, Data mining, Picosecond phenomena, Statistical analysis, Health informatics, Medicine, Information assurance, Surgery, Computer intrusion detection, Network security

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Proceedings Article | 12 April 2004 Paper

Rank and independence in contingency table

Shusaku Tsumoto

Proceedings Volume 5433, (2004) https://doi.org/10.1117/12.542924

KEYWORDS: Statistical analysis

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Proceedings Article | 12 April 2004 Paper

Cluster analysis of long time-series medical datasets

Shoji Hirano, Shusaku Tsumoto

Proceedings Volume 5433, (2004) https://doi.org/10.1117/12.542931

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Proceedings Article | 21 March 2003 Paper

Automated rule induction with grouping target concepts

Shusaku Tsumoto

Proceedings Volume 5098, (2003) https://doi.org/10.1117/12.487698

KEYWORDS: Databases, Lab on a chip, Spine, Detection and tracking algorithms, Chemical vapor deposition, Health informatics, Medicine, Data mining, Diagnostics, Statistical modeling

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Proceedings Article | 21 March 2003 Paper

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

Shoji Hirano, Shisaku Tsumoto

Proceedings Volume 5098, (2003) https://doi.org/10.1117/12.487508

KEYWORDS: Data mining, Data acquisition, Quantitative analysis, Head, Medicine, Convolution, Phase shifts, Health informatics, Data processing, Electroencephalography

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Proceedings Article | 21 March 2003 Paper

Toward visualization of rules based on rough sets and graphical modeling

Shusaku Tsumoto

Proceedings Volume 5098, (2003) https://doi.org/10.1117/12.487700

KEYWORDS: Visualization, Mathematical modeling, Statistical analysis, Databases, Visual process modeling, Binary data, Health informatics, Medicine, Statistical methods, Statistical modeling

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Proceedings Article | 12 March 2002 Paper

Statistical test for rough set approximation

Shusaku Tsumoto

Proceedings Volume 4730, (2002) https://doi.org/10.1117/12.460255

KEYWORDS: Statistical analysis, Statistical modeling, Distance measurement, Data modeling, Binary data, Knowledge discovery, Databases, Medicine, Reliability, Information science

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Proceedings Article | 12 March 2002 Paper

Comparison of induced rules based on likelihood estimation

Shusaku Tsumoto

Proceedings Volume 4730, (2002) https://doi.org/10.1117/12.460228

KEYWORDS: Statistical analysis, Databases, Knowledge discovery, Data mining, Data modeling, Medicine, Distance measurement, Algorithm development, Information science, Binary data

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Proceedings Article | 12 March 2002 Paper

Evaluation of similarity measures for analysis of databases on laboratory examinations

Xiaoguang Sun, Shoji Hirano, Shusaku Tsumoto

Proceedings Volume 4730, (2002) https://doi.org/10.1117/12.460243

KEYWORDS: Data mining, Databases, Distance measurement, Error analysis, Samarium, Medicine, Knowledge discovery, Statistical analysis, Sun, Information science

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Proceedings Article | 27 March 2001 Paper

Medical knowledge discovery in hospital information systems

Shusaku Tsumoto

Proceedings Volume 4384, (2001) https://doi.org/10.1117/12.421077

KEYWORDS: Databases, Data mining, Bacteria, Data analysis, Data processing, Knowledge discovery, Medical research, Data acquisition, Medicine, Data storage

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Proceedings Article | 27 March 2001 Paper

Statistical extension of rough set rule induction

Shusaku Tsumoto

Proceedings Volume 4384, (2001) https://doi.org/10.1117/12.421072

KEYWORDS: Statistical analysis, Statistical modeling, Distance measurement, Knowledge discovery, Data modeling, Binary data, Databases, Medicine, Information science, Data mining

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Proceedings Article | 6 April 2000 Paper

Fuzzification of attribute-oriented generalization and its application to medicine

Shusaku Tsumoto

Proceedings Volume 4057, (2000) https://doi.org/10.1117/12.381722

KEYWORDS: Eye, Databases, Fuzzy logic, Data mining, Medicine, Iris, Nose, Cornea, Knowledge discovery, Data analysis

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Proceedings Article | 6 April 2000 Paper

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

Shusaku Tsumoto

Proceedings Volume 4057, (2000) https://doi.org/10.1117/12.381765

KEYWORDS: Databases, Diagnostics, Bacteria, Data modeling, Line edge roughness, Mining, Cardiology, Medicine, Logic, Data mining

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Showing 5 of 22 publications

Conference Committee Involvement (6)

Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security 2009

15 April 2009 | Orlando, Florida, United States

Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2007

10 April 2007 | Orlando, Florida, United States

Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2006

17 April 2006 | Orlando (Kissimmee), Florida, United States

Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2005

28 March 2005 | Orlando, Florida, United States

Data Mining and Knowledge Discovery: Theory, Tools, and Technology VI

12 April 2004 | Orlando, Florida, United States

Showing 5 of 6 Conference Committees

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