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Shusaku Tsumoto

Papers on DiSC'03


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

Publications


Note: Links lead to the DBLP on the Web.

Shusaku Tsumoto

63 Shoji Hirano , Shusaku Tsumoto: Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach. PAKDD 2003 : 513-518

62 Shusaku Tsumoto: Characteristics of Accuracy and Coverage in Rule Induction. RSFDGrC 2003 : 237-244

61 Shusaku Tsumoto: Linear Independence in Contingency Table. RSFDGrC 2003 : 316-319

60 Shusaku Tsumoto: Extracting Structure of Medical Diagnosis: Rough Set Approach. RSFDGrC 2003 : 78-88

59 Shusaku Tsumoto: Web based medical decision support system: application of internet to telemedicine. SAINT Workshops 2003 : 288-293

58 Shusaku Tsumoto, T. Y. Lin , James F. Peters : Foundations of Data Mining via Granular and Rough Computing. COMPSAC 2002 : 1123-1124

57 Shoji Hirano , Xiaoguang Sun , Shusaku Tsumoto: On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases. COMPSAC 2002 : 1170-1175

56 Shusaku Tsumoto: Rule and Matroid Theory. COMPSAC 2002 : 1176-1181

55 Shoji Hirano , Shusaku Tsumoto: Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine. ICDM 2002 : 219-226

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

53 Shoji Hirano , Shusaku Tsumoto: Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases. PKDD 2002 : 188-199

52 Shusaku Tsumoto: Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model. PKDD 2002 : 423-434

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

50 Shusaku Tsumoto: Accuracy and Coverage in Rough Set Rule Induction. Rough Sets and Current Trends in Computing 2002 : 373-380

49 Shusaku Tsumoto: Statistical Test for Rough Set Approximation Based on Fisher's Exact Test. Rough Sets and Current Trends in Computing 2002 : 381-388

48 Shoji Hirano , Shusaku Tsumoto: Segmentation of Medical Images Based on Approximations in Rough Set Theory. Rough Sets and Current Trends in Computing 2002 : 554-563

47 Shusaku Tsumoto, Shoji Hirano , Akira Yasuda , Kouhei Tsumoto : Analysis of amino-acid sequences by statistical technique. Information Sciences 145 (3-4): 205-214 (2002)

46 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

45 Shoji Hirano , Shusaku Tsumoto: A Knowledge-Oriented Clustering Technique Based on Rough Sets. COMPSAC 2001 : 632-637

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

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

42 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

41 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

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

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

38 Shusaku Tsumoto: Problems with Mining Medical Data. COMPSAC 2000 : 467-468

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

14 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)

13 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

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

11 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

10 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

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

8 Shusaku Tsumoto, Hiroshi Tanaka : PRIMEROSE: Probabilistic Rule Induction Method based on Rough Sets and Resampling Methods. Computational Intelligence 11 : 389-405 (1995)

7 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)

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

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

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

3 Shusaku Tsumoto, Hiroshi Tanaka : PRIMEROSE: Probabilistic Rule Induction Method Based on Rough Set Theory. RSKD 1993 : 274-281

2 Shusaku Tsumoto, Hiroshi Tanaka : AQ, Rough Sets, and Matroid Theory. RSKD 1993 : 290-297

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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