Shusaku Tsumoto Papers on DiSC'04 s Similarity using Multidimensional Scaling Pattern Discovery based on Rule Induction and Taxonomy Generation Publications Note: Links lead to the DBLP on the Web. Shusaku Tsumoto Ning Zhong , Zbigniew W. Ras , Shusaku Tsumoto, Einoshin Suzuki : Foundations of Intelligent Systems, 14th International Symposium, ISMIS 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings Springer 2003 Shusaku Tsumoto, Shoji Hirano , Eisuke Hanada : Internet-based Decision Support: Towards E-Hospital. COMPSAC 2003 : 595-600 Shusaku Tsumoto, Shoji Hirano : Visualization of Rule's Similarity using Multidimensional Scaling. ICDM 2003 : 339-346 Shusaku Tsumoto, Shoji Hirano : Pattern Discovery based on Rule Induction and Taxonomy Generation. ICDM 2003 : 661-664 Shusaku Tsumoto: Mining Multi-level Diagnostic Process Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model. IFSA 2003 : 362-369 Shoji Hirano , Shusaku Tsumoto: Indiscernibility-Based Clustering: Rough Clustering. IFSA 2003 : 378-386 Shusaku Tsumoto: Mining Diagnostic Rules with Taxonomy from Medical Databases. ISMIS 2003 : 40-48 Shoji Hirano , Shusaku Tsumoto: Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching. ISMIS 2003 : 454-462 Shoji Hirano , Shusaku Tsumoto: Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach. PAKDD 2003 : 513-518 Shoji Hirano , Shusaku Tsumoto: An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations. PKDD 2003 : 192-203 Shusaku Tsumoto: Mining Rules of Multi-level Diagnostic Procedure from Databases. PKDD 2003 : 459-470 Shusaku Tsumoto: Characteristics of Accuracy and Coverage in Rule Induction. RSFDGrC 2003 : 237-244 Shusaku Tsumoto: Linear Independence in Contingency Table. RSFDGrC 2003 : 316-319 Shusaku Tsumoto: Extracting Structure of Medical Diagnosis: Rough Set Approach. RSFDGrC 2003 : 78-88 Shusaku Tsumoto: Web based medical decision support system: application of internet to telemedicine. SAINT Workshops 2003 : 288-293 Shusaku Tsumoto: Web Based Medical Decision Support System for Neurological Diseases. Web Intelligence 2003 : 629-632 Shusaku Tsumoto: Rough Set Based Automatic Classification of Musical Instrument Sounds. Electr. Notes Theor. Comput. Sci. 82 (4): (2003) Shusaku Tsumoto: Statistical Independence as Linear Independence. Electr. Notes Theor. Comput. Sci. 82 (4): (2003) Shusaku Tsumoto, Tsau Young Lin , James F. Peters : Foundations of Data Mining via Granular and Rough Computing. COMPSAC 2002 : 1123-1124 Shoji Hirano , Xiaoguang Sun , Shusaku Tsumoto: On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases. COMPSAC 2002 : 1170-1175 Shusaku Tsumoto: Rule and Matroid Theory. COMPSAC 2002 : 1176-1181 Shoji Hirano , Shusaku Tsumoto: Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine. ICDM 2002 : 219-226 Shusaku Tsumoto: Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model. ISMIS 2002 : 321-332 Shusaku Tsumoto, Shoji Hirano , Akira Yasuda , Kouhei Tsumoto : Analysis of Amino Acid Sequences by Statistical Technique. JCIS 2002 : 1169-1173 Shoji Hirano , Shusaku Tsumoto: Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases. PKDD 2002 : 188-199 Shusaku Tsumoto: Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model. PKDD 2002 : 423-434 Shusaku Tsumoto: Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets. Progress in Discovery Science 2002 : 543-552 Shusaku Tsumoto: Accuracy and Coverage in Rough Set Rule Induction. Rough Sets and Current Trends in Computing 2002 : 373-380 Shusaku Tsumoto: Statistical Test for Rough Set Approximation Based on Fisher's Exact Test. Rough Sets and Current Trends in Computing 2002 : 381-388 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 Shusaku Tsumoto, Shoji Hirano , Akira Yasuda , Kouhei Tsumoto : Analysis of amino-acid sequences by statistical technique. Inf. Sci. 145 (3-4): 205-214 (2002) 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 Shoji Hirano , Shusaku Tsumoto: A Knowledge-Oriented Clustering Technique Based on Rough Sets. COMPSAC 2001 : 632-637 Shoji Hirano , Xiaoguang Sun , Shusaku Tsumoto: Analysis of Time-series Medical Databases Using Multiscale Structure Matching and Rough Sets-based. FUZZ-IEEE 2001 : 1547-1550 Shusaku Tsumoto: Medical Diagnostic Rules As Upper Approximation of Rough Sets. FUZZ-IEEE 2001 : 1551-1554 Shoji Hirano , Shusaku Tsumoto: Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure. ICDM 2001 : 211-217 Shusaku Tsumoto, Shoji Hirano , Masahiro Inuiguchi : Workshop on Rough Set Theory and Granular Computing - Summary. JSAI Workshops 2001 : 239 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 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 Shusaku Tsumoto: Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction. PKDD 2001 : 448-459 Shusaku Tsumoto: Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model. PKDD 2001 : 460-471 Shusaku Tsumoto: Problems with Mining Medical Data. COMPSAC 2000 : 467-468 Shusaku Tsumoto: Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies. ISMIS 2000 : 573-581 Einoshin Suzuki , Shusaku Tsumoto: Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets. PAKDD 2000 : 208-211 Andrzej Skowron , Jaroslaw Stepaniuk , Shusaku Tsumoto: Information Granules for Spatial Reasoning. PAKDD 2000 : 380-383 Shusaku Tsumoto: Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies. PKDD 2000 : 652-656 Shusaku Tsumoto: An Approach to Statistical Extention of Rough Set Rule Induction. Rough Sets and Current Trends in Computing 2000 : 362-369 Shusaku Tsumoto: Diagnostic Reasoning from the Viewpoint of Rough Sets. Rough Sets and Current Trends in Computing 2000 : 495-502 Shusaku Tsumoto: Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic. Inf. Sci. 124 (1-4): 125-137 (2000) Shusaku Tsumoto: Knowledge Discovery in Clinical Databases: An Experiment with Rule Induction and Statistics. ISMIS 1999 : 349-357 Shusaku Tsumoto: Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion. PAKDD 1999 : 210-219 Shusaku Tsumoto: Rule Discovery in Databases with Missing Values Based on Rough Set Model. PAKDD 1999 : 274-278 Shusaku Tsumoto: Knowledge Discovery in Medical Multi-databases: A Rough Set Approach. PKDD 1999 : 147-155 Shusaku Tsumoto: Rule Discovery in Large Time-Series Medical Databases. PKDD 1999 : 23-31 Shinsuke Sugaya , Einoshin Suzuki , Shusaku Tsumoto: Support Vector Machines for Knowledge Discovery. PKDD 1999 : 561-567 Shusaku Tsumoto, Tsau Young Lin : Context-Free Fuzzy Sets in Data Mining Context. RSFDGrC 1999 : 212-220 Shusaku Tsumoto: Discovery of Rules about Compilations - A Rough Set Approach in Medical Knowledge Discovery. RSFDGrC 1999 : 29-37 Shusaku Tsumoto: Discovery of Approximate Medical Knowledge Based on Rough Set Model. PKDD 1998 : 468-476 Shusaku Tsumoto: Modelling Medical Diagnostic Rules Based on Rough Sets. Rough Sets and Current Trends in Computing 1998 : 475-482 Shusaku Tsumoto: Automated Extraction of Medical Expert System Rules from Clinical Databases on Rough Set Theory. Inf. Sci. 112 (1-4): 67-84 (1998) Shusaku Tsumoto: Extraction of Experts' Decision Rules from Clinical Databases Using Rough Set Model. Intell. Data Anal. 2 (1-4): 215-227 (1998) Shusaku Tsumoto: Induction of Positive and Negative Deterministic Rules based on Rough Set Model. ISMIS 1997 : 298-307 Shusaku Tsumoto: Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model. PKDD 1997 : 58-67 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Expert System Rules from Databases Based on Rough Set Theory and Resampling Methods. ISMIS 1996 : 128-138 Shusaku Tsumoto, Wojciech Ziarko : The Application of Rough Sets-Based Data Mining Technique to Differential Diagnosis of Meningoenchepahlitis. ISMIS 1996 : 438-447 Shusaku Tsumoto, Hiroshi Tanaka : Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets. KDD 1996 : 63-69 Shusaku Tsumoto, Hiroshi Tanaka : A Common Algebraic Framework of Empirical Learning Methods Based on Rough Sets and Matroid Theory. Fundam. Inform. 27 (2/3): 273-288 (1996) 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 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods. AIME 1995 : 399-400 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 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 Shusaku Tsumoto, Hiroshi Tanaka : Algebraic Formulation of Empirical Learning Methods Based on Rough Sets and Matroid Theory. WOCFAI 1995 : 393-404 Shusaku Tsumoto, Hiroshi Tanaka : PRIMEROSE: Probabilistic Rule Induction Method based on Rough Sets and Resampling Methods. Computational Intelligence 11 : 389-405 (1995) Shusaku Tsumoto, Hiroshi Tanaka , Hiromi Amano , Kimie Ohyama , Takayuki Kuroda : COBRA: Integration of Heterogeneous Knowledge-Bases in Medical Domain. Int. J. Cooperative Inf. Syst. 4 (4): 387-404 (1995) Shusaku Tsumoto, Hiroshi Tanaka : Algebraic Specification of Empirical Inductive Learning Methods based on Rough Sets and Matroid Theory. AISMC 1994 : 224-243 Shusaku Tsumoto, Hiroshi Tanaka : Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods. KDD Workshop 1994 : 121-132 Shusaku Tsumoto, Hiroshi Tanaka : Induction of Probabilistic Rules Based on Rough Set Theory. ALT 1993 : 410-423 Shusaku Tsumoto, Hiroshi Tanaka : PRIMEROSE: Probabilistic Rule Induction Method Based on Rough Set Theory. RSKD 1993 : 274-281 Shusaku Tsumoto, Hiroshi Tanaka : AQ, Rough Sets, and Matroid Theory. RSKD 1993 : 290-297 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 1 [ 7 ] [ 13 ] 2 [ 79 ] 3 [ 42 ] [ 43 ] 4 [ 42 ] [ 43 ] [ 44 ] [ 45 ] [ 47 ] [ 48 ] [ 50 ] [ 51 ] [ 56 ] [ 57 ] [ 59 ] [ 61 ] [ 71 ] [ 72 ] [ 73 ] [ 75 ] [ 77 ] [ 78 ] [ 79 ] 5 [ 44 ] 6 [ 1 ] 7 [ 7 ] [ 13 ] 8 [ 25 ] [ 62 ] 9 [ 1 ] 10 [ 1 ] 11 [ 1 ] 12 [ 1 ] 13 [ 49 ] 14 [ 49 ] 15 [ 49 ] 16 [ 7 ] [ 13 ] 17 [ 42 ] [ 43 ] 18 [ 62 ] 19 [ 80 ] 20 [ 36 ] 21 [ 36 ] 22 [ 26 ] 23 [ 47 ] [ 61 ] 24 [ 26 ] [ 37 ] [ 80 ] 25 [ 2 ] [ 3 ] [ 4 ] [ 5 ] [ 6 ] [ 7 ] [ 8 ] [ 9 ] [ 10 ] [ 11 ] [ 12 ] [ 13 ] [ 14 ] [ 15 ] [ 17 ] 26 [ 49 ] 27 [ 42 ] [ 50 ] [ 57 ] 28 [ 49 ] 29 [ 50 ] [ 57 ] 30 [ 80 ] 31 [ 16 ] ©2004 Association for Computing Machinery