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Shusaku Tsumoto

Papers on DiSC'02


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

Publications


Note: Links lead to the DBLP on the Web.

Shusaku Tsumoto

43 Shusaku Tsumoto: Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model. ISMIS 2002 : 321-332

42 Shusaku Tsumoto: Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets. Progress in Discovery Science 2002 : 543-552

41 Takao Terano , Toyoaki Nishida , Akira Namatame , Shusaku Tsumoto, Yukio Ohsawa , Takashi Washio : New Frontiers in Artificial Intelligence, Joint JSAI 2001 Workshop Post-Proceedings. Springer 2001

40 Shoji Hirano , Shusaku Tsumoto: Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure. ICDM 2001 : 211-217

39 Shusaku Tsumoto, Shoji Hirano , Masahiro Inuiguchi : Workshop on Rough Set Theory and Granular Computing - Summary. JSAI Workshops 2001 : 239

38 Shoji Hirano , Shusaku Tsumoto, Tomohiro Okuzaki , Yutaka Hata : A Clustering Method for Nominal and Numerical Data Based on Rough Set Theory. JSAI Workshops 2001 : 400-405

37 Shoji Hirano , Tomohiro Okuzaki , Yutaka Hata , Shusaku Tsumoto, Kouhei Tsumoto : A Rough Set-Based Clustering Method with Modification of Equivalence Relations. PAKDD 2001 : 507-512

36 Shusaku Tsumoto: Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction. PKDD 2001 : 448-459

35 Shusaku Tsumoto: Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model. PKDD 2001 : 460-471

34 Shusaku Tsumoto: Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies. ISMIS 2000 : 573-581

33 Einoshin Suzuki , Shusaku Tsumoto: Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets. PAKDD 2000 : 208-211

32 Andrzej Skowron , Jaroslaw Stepaniuk , Shusaku Tsumoto: Information Granules for Spatial Reasoning. PAKDD 2000 : 380-383

31 Shusaku Tsumoto: Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies. PKDD 2000 : 652-656

30 Shusaku Tsumoto: An Approach to Statistical Extention of Rough Set Rule Induction. Rough Sets and Current Trends in Computing 2000 : 362-369

29 Shusaku Tsumoto: Diagnostic Reasoning from the Viewpoint of Rough Sets. Rough Sets and Current Trends in Computing 2000 : 495-502

28 Shusaku Tsumoto: Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic. Information Sciences 124 (1-4): 125-137 (2000)

27 Shusaku Tsumoto: Knowledge Discovery in Clinical Databases: An Experiment with Rule Induction and Statistics. ISMIS 1999 : 349-357

26 Shusaku Tsumoto: Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion. PAKDD 1999 : 210-219

25 Shusaku Tsumoto: Rule Discovery in Databases with Missing Values Based on Rough Set Model. PAKDD 1999 : 274-278

24 Shusaku Tsumoto: Knowledge Discovery in Medical Multi-databases: A Rough Set Approach. PKDD 1999 : 147-155

23 Shusaku Tsumoto: Rule Discovery in Large Time-Series Medical Databases. PKDD 1999 : 23-31

22 Shinsuke Sugaya , Einoshin Suzuki , Shusaku Tsumoto: Support Vector Machines for Knowledge Discovery. PKDD 1999 : 561-567

21 Shusaku Tsumoto, T. Y. Lin : Context-Free Fuzzy Sets in Data Mining Context. RSFDGrC 1999 : 212-220

20 Shusaku Tsumoto: Discovery of Rules about Compilations - A Rough Set Approach in Medical Knowledge Discovery. RSFDGrC 1999 : 29-37

19 Shusaku Tsumoto: Discovery of Approximate Medical Knowledge Based on Rough Set Model. PKDD 1998 : 468-476

18 Shusaku Tsumoto: Modelling Medical Diagnostic Rules Based on Rough Sets. Rough Sets and Current Trends in Computing 1998 : 475-482

17 Shusaku Tsumoto: Automated Extraction of Medical Expert System Rules from Clinical Databases on Rough Set Theory. Information Sciences 112 (1-4): 67-84 (1998)

16 Shusaku Tsumoto: Induction of Positive and Negative Deterministic Rules based on Rough Set Model. ISMIS 1997 : 298-307

15 Shusaku Tsumoto: Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model. PKDD 1997 : 58-67

14 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Expert System Rules from Databases Based on Rough Set Theory and Resampling Methods. ISMIS 1996 : 128-138

13 Shusaku Tsumoto, Wojciech Ziarko : The Application of Rough Sets-Based Data Mining Technique to Differential Diagnosis of Meningoenchepahlitis. ISMIS 1996 : 438-447

12 Shusaku Tsumoto, Hiroshi Tanaka : Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets. KDD 1996 : 63-69

11 Shusaku Tsumoto, Hiroshi Tanaka : A Common Algebraic Framework of Empirical Learning Methods Based on Rough Sets and Matroid Theory. Fundamenta Informaticae 27 (2/3): 273-288 (1996)

10 Shusaku Tsumoto, Hiroshi Tanaka , Hiromi Amano , Kimie Ohyama , Takayuki Kuroda : COBRA: Integration of Knowledge-Bases with Case-Databases in the Domain of Congenital Malformation. AIME 1995 : 393-394

9 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods. AIME 1995 : 399-400

8 Shusaku Tsumoto, Hiroshi Tanaka : Automated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing. KDD 1995 : 312-317

7 Shusaku Tsumoto, Hiroshi Tanaka : Automated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation. KDD 1995 : 318-324

6 Shusaku Tsumoto, Hiroshi Tanaka : Algebraic Formulation of Empirical Learning Methods Based on Rough Sets and Matroid Theory. WOCFAI 1995 : 393-404

5 Shusaku Tsumoto, Hiroshi Tanaka , Hiromi Amano , Kimie Ohyama , Takayuki Kuroda : COBRA: Integration of Heterogeneous Knowledge-Bases in Medical Domain. IJCIS 4 (4): 387-404 (1995)

4 Shusaku Tsumoto, Hiroshi Tanaka : Algebraic Specification of Empirical Inductive Learning Methods based on Rough Sets and Matroid Theory. AISMC 1994 : 224-243

3 Shusaku Tsumoto, Hiroshi Tanaka : Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods. KDD Workshop 1994 : 121-132

2 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Probabilistic Rules Based on Rough Set Theory. ALT 1993 : 410-423

1 Yasushi Matsumura , Takashi Matsunaga , Yusuke Maeda , Shusaku Tsumoto, Hiroshi Matsumura , Michio Kimura : Consultation System for Diagnosis of Headache and Facial Pain: "RHINOS". LP 1985 : 287-298




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