Shusaku Tsumoto
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Automated extraction of medical expert system rules from clinical databases based on rough set theory
S Tsumoto
Information sciences 112 (1-4), 67-84, 1998
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ...
Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006
Rough set methods and applications: New developments in knowledge discovery in information systems
L Polkowski, S Tsumoto, TY Lin
Physica, 2012
Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model
S Tsumoto
Information sciences 162 (2), 65-80, 2004
Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic
S Tsumoto
Information sciences 124 (1-4), 125-137, 2000
Rough set theory and granular computing
S Hirano, S Tsumoto
Springer, 2003
Automated discovery of positive and negative knowledge in clinical databases
S Tsumoto
IEEE Engineering in Medicine and Biology Magazine 19 (4), 56-62, 2000
Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets.
S Tsumoto, H Tanaka
KDD, 63-69, 1996
PRIMEROSE: probabilistic rule induction method based on rough sets and resampling methods
S Tsumoto, H Tanaka
Computational Intelligence 11 (2), 389-405, 1995
Modelling medical diagnostic rules based on rough sets
S Tsumoto
Rough Sets and Current Trends in Computing: First International Conference …, 1998
Risk mining in medicine: Application of data mining to medical risk management
S Tsumoto, S Hirano
Fundamenta Informaticae 98 (1), 107-121, 2010
Extraction of experts' decision rules from clinical databases using rough set model
S Tsumoto
Intelligent Data Analysis 2 (3), 215-227, 1998
Evaluation of rule interestingness measures in medical knowledge discovery in databases
M Ohsaki, H Abe, S Tsumoto, H Yokoi, T Yamaguchi
Artificial Intelligence in Medicine 41 (3), 177-196, 2007
Automated extraction of hierarchical decision rules from clinical databases using rough set model
S Tsumoto
Expert systems with Applications 24 (2), 189-197, 2003
Comparison of clustering methods for clinical databases
S Hirano, X Sun, S Tsumoto
Information Sciences 159 (3-4), 155-165, 2004
A” Ubiquitous environment” through wireless voice/Data communication and a fully computerized hospital information system in a university hospital
E Hanada, S Tsumoto, S Kobayashi
E-Health: First IMIA/IFIP Joint Symposium, E-Health 2010, Held as Part of …, 2010
An indiscernibility-based clustering method with iterative refinement of equivalence relations-rough clustering
S Hirano, S Tsumoto
Journal of Advanced Computational Intelligence and Intelligent Informatics 7 …, 2003
Mining similar temporal patterns in long time-series data and its application to medicine
S Hirano, S Tsumoto
2002 IEEE International Conference on Data Mining, 2002. Proceedings., 219-226, 2002
Rough representation of a region of interest in medical images
S Hirano, S Tsumoto
International Journal of Approximate Reasoning 40 (1-2), 23-34, 2005
Similarity-based behavior and process mining of medical practices
S Tsumoto, H Iwata, S Hirano, Y Tsumoto
Future Generation Computer Systems 33, 21-31, 2014
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