| 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 | 366 | 1998 |
| Rough set methods and applications: new developments in knowledge discovery in information systems L Polkowski, S Tsumoto, TY Lin Physica, 2012 | 304 | 2012 |
| Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model S Tsumoto Information sciences 162 (2), 65-80, 2004 | 225 | 2004 |
| 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 | 215* | 2006 |
| Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic S Tsumoto Information sciences 124 (1-4), 125-137, 2000 | 156 | 2000 |
| Rough set theory and granular computing S Hirano, S Tsumoto Springer, 2003 | 144 | 2003 |
| Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets. S Tsumoto, H Tanaka KDD, 63-69, 1996 | 116 | 1996 |
| Automated discovery of positive and negative knowledge in clinical databases S Tsumoto IEEE Engineering in Medicine and Biology Magazine 19 (4), 56-62, 2000 | 114 | 2000 |
| PRIMEROSE: probabilistic rule induction method based on rough sets and resampling methods S Tsumoto, H Tanaka Computational Intelligence 11 (2), 389-405, 1995 | 109 | 1995 |
| Modelling medical diagnostic rules based on rough sets S Tsumoto International conference on rough sets and current trends in computing, 475-482, 1998 | 102 | 1998 |
| Risk mining in medicine: Application of data mining to medical risk management S Tsumoto, S Hirano Fundamenta Informaticae 98 (1), 107-121, 2010 | 95 | 2010 |
| Extraction of experts' decision rules from clinical databases using rough set model S Tsumoto Intelligent Data Analysis 2 (3), 215-227, 1998 | 94 | 1998 |
| Comparison of clustering methods for clinical databases S Hirano, X Sun, S Tsumoto Information Sciences 159 (3-4), 155-165, 2004 | 87 | 2004 |
| 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 | 86 | 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 | 85 | 2003 |
| 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 | 65* | 2003 |
| 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 | 61 | 2005 |
| 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 | 60 | 2002 |
| 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 | 59 | 2014 |
| Accuracy and coverage in rough set rule induction S Tsumoto Rough Sets and Current Trends in Computing: Third International Conference …, 2002 | 59 | 2002 |
