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Shusaku Tsumoto:
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## Publications of Author- Shusaku Tsumoto, Hiroshi Tanaka
**Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods.**[Citation Graph (0, 0)][DBLP] AIME, 1995, pp:399-400 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka, Hiromi Amano, Kimie Ohyama, Takayuki Kuroda
**COBRA: Integration of Knowledge-Bases with Case-Databases in the Domain of Congenital Malformation.**[Citation Graph (0, 0)][DBLP] AIME, 1995, pp:393-394 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Algebraic Specification of Empirical Inductive Learning Methods based on Rough Sets and Matroid Theory.**[Citation Graph (0, 0)][DBLP] AISMC, 1994, pp:224-243 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Induction of Probabilistic Rules Based on Rough Set Theory.**[Citation Graph (0, 0)][DBLP] ALT, 1993, pp:410-423 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Empirical Comparison of Clustering Methods for Long Time-Series Databases.**[Citation Graph (0, 0)][DBLP] Active Mining, 2003, pp:268-286 [Conf] - Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
**Active Mining Project: Overview.**[Citation Graph (0, 0)][DBLP] Active Mining, 2003, pp:1-10 [Conf] - Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
**On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2002, pp:1170-1175 [Conf] - Shoji Hirano, Shusaku Tsumoto
**A Knowledge-Oriented Clustering Technique Based on Rough Sets.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2001, pp:632-637 [Conf] - Shusaku Tsumoto
**Problems with Mining Medical Data.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2000, pp:467-468 [Conf] - Shusaku Tsumoto
**Rule and Matroid Theory.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2002, pp:1176-1181 [Conf] - Shusaku Tsumoto, Shoji Hirano, Eisuke Hanada
**Internet-based Decision Support: Towards E-Hospital.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2003, pp:595-600 [Conf] - Shusaku Tsumoto, Tsau Young Lin, James F. Peters
**Foundations of Data Mining via Granular and Rough Computing.**[Citation Graph (0, 0)][DBLP] COMPSAC, 2002, pp:1123-1124 [Conf] - Shusaku Tsumoto
**Data Structure and Algorithm in Data Mining: Granular Computing View.**[Citation Graph (0, 0)][DBLP] COMPSAC (1), 2006, pp:26-27 [Conf] - Shusaku Tsumoto
**Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets.**[Citation Graph (0, 0)][DBLP] Progress in Discovery Science, 2002, pp:543-552 [Conf] - Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
**Analysis of Time-series Medical Databases Using Multiscale Structure Matching and Rough Sets-based.**[Citation Graph (0, 0)][DBLP] FUZZ-IEEE, 2001, pp:1547-1550 [Conf] - Shusaku Tsumoto
**Medical Diagnostic Rules As Upper Approximation of Rough Sets.**[Citation Graph (0, 0)][DBLP] FUZZ-IEEE, 2001, pp:1551-1554 [Conf] - Hidenao Abe, Miho Ohsaki, Shusaku Tsumoto, Takahira Yamaguchi
**Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining Result.**[Citation Graph (0, 0)][DBLP] HIS, 2005, pp:169-174 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering.**[Citation Graph (0, 0)][DBLP] HIS, 2005, pp:399-404 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes.**[Citation Graph (0, 0)][DBLP] ICDM, 2005, pp:549-552 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure.**[Citation Graph (0, 0)][DBLP] ICDM, 2001, pp:211-217 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine.**[Citation Graph (0, 0)][DBLP] ICDM, 2002, pp:219-226 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Visualization of Rule's Similarity using Multidimensional Scaling.**[Citation Graph (0, 0)][DBLP] ICDM, 2003, pp:339-346 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Pattern Discovery based on Rule Induction and Taxonomy Generation.**[Citation Graph (0, 0)][DBLP] ICDM, 2003, pp:661-664 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Cluster Analysis of Time-Series Medical Data Based on the Trajectory Representation and Multiscale Comparison Techniques.**[Citation Graph (0, 0)][DBLP] ICDM, 2006, pp:896-901 [Conf] - Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
**Risk Mining in Hospital Information Systems.**[Citation Graph (0, 0)][DBLP] ICDM Workshops, 2006, pp:699-704 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Residual Matrix and Statistical Independence in a Contingency Table.**[Citation Graph (0, 0)][DBLP] ICDM Workshops, 2006, pp:433-437 [Conf] - Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
**Proposal of Medical KDD Support User Interface Utilizing Rule Interestingness Measures.**[Citation Graph (0, 0)][DBLP] ICDM Workshops, 2006, pp:759-764 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating Learning Algorithms Composed by a Constructive Meta-Learning Scheme for a Rule Evaluation Support Method.**[Citation Graph (0, 0)][DBLP] ICDM Workshops, 2006, pp:305-310 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Indiscernibility-Based Clustering: Rough Clustering.**[Citation Graph (0, 0)][DBLP] IFSA, 2003, pp:378-386 [Conf] - Shusaku Tsumoto
**Mining Multi-level Diagnostic Process Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model.**[Citation Graph (0, 0)][DBLP] IFSA, 2003, pp:362-369 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices.**[Citation Graph (0, 0)][DBLP] ISMIS, 2006, pp:379-388 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching.**[Citation Graph (0, 0)][DBLP] ISMIS, 2003, pp:454-462 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching.**[Citation Graph (0, 0)][DBLP] ISMIS, 2005, pp:612-621 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Characteristics of Indiscernibility Degree in Rough Clustering Examined Using Perfect Initial Equivalence Relations.**[Citation Graph (0, 0)][DBLP] ISMIS, 2006, pp:454-462 [Conf] - Shusaku Tsumoto
**Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies.**[Citation Graph (0, 0)][DBLP] ISMIS, 2000, pp:573-581 [Conf] - Shusaku Tsumoto
**Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model.**[Citation Graph (0, 0)][DBLP] ISMIS, 2002, pp:321-332 [Conf] - Shusaku Tsumoto
**Mining Diagnostic Rules with Taxonomy from Medical Databases.**[Citation Graph (0, 0)][DBLP] ISMIS, 2003, pp:40-48 [Conf] - Shusaku Tsumoto
**Statistical Independence from the Viewpoint of Linear Algebra.**[Citation Graph (0, 0)][DBLP] ISMIS, 2005, pp:56-64 [Conf] - Shusaku Tsumoto
**Induction of Positive and Negative Deterministic Rules based on Rough Set Model.**[Citation Graph (0, 0)][DBLP] ISMIS, 1997, pp:298-307 [Conf] - Shusaku Tsumoto
**Knowledge Discovery in Clinical Databases: An Experiment with Rule Induction and Statistics.**[Citation Graph (0, 0)][DBLP] ISMIS, 1999, pp:349-357 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling.**[Citation Graph (0, 0)][DBLP] ISMIS, 2005, pp:38-46 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Induction of Expert System Rules from Databases Based on Rough Set Theory and Resampling Methods.**[Citation Graph (0, 0)][DBLP] ISMIS, 1996, pp:128-138 [Conf] - Shusaku Tsumoto, Wojciech Ziarko
**The Application of Rough Sets-Based Data Mining Technique to Differential Diagnosis of Meningoenchepahlitis.**[Citation Graph (0, 0)][DBLP] ISMIS, 1996, pp:438-447 [Conf] - Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
**Analysis of Amino Acid Sequences by Statistical Technique.**[Citation Graph (0, 0)][DBLP] JCIS, 2002, pp:1169-1173 [Conf] - Shoji Hirano, Shusaku Tsumoto
**On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by Using Rough Clustering.**[Citation Graph (0, 0)][DBLP] JSAI Workshops, 2005, pp:5-16 [Conf] - Shoji Hirano, Shusaku Tsumoto, Tomohiro Okuzaki, Yutaka Hata
**A Clustering Method for Nominal and Numerical Data Based on Rough Set Theory.**[Citation Graph (0, 0)][DBLP] JSAI Workshops, 2001, pp:400-405 [Conf] - Shusaku Tsumoto, Shoji Hirano, Masahiro Inuiguchi
**Workshop on Rough Set Theory and Granular Computing - Summary.**[Citation Graph (0, 0)][DBLP] JSAI Workshops, 2001, pp:239- [Conf] - Shusaku Tsumoto, Takashi Washio
**Risk Mining - Overview.**[Citation Graph (0, 0)][DBLP] JSAI, 2006, pp:303-304 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods.**[Citation Graph (0, 0)][DBLP] KDD Workshop, 1994, pp:121-132 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Automated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing.**[Citation Graph (0, 0)][DBLP] KDD, 1995, pp:312-317 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Automated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation.**[Citation Graph (0, 0)][DBLP] KDD, 1995, pp:318-324 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets.**[Citation Graph (0, 0)][DBLP] KDD, 1996, pp:63-69 [Conf] - Yasushi Matsumura, Takashi Matsunaga, Yusuke Maeda, Shusaku Tsumoto, Hiroshi Matsumura, Michio Kimura
**Consultation System for Diagnosis of Headache and Facial Pain: "RHINOS".**[Citation Graph (0, 0)][DBLP] LP, 1985, pp:287-298 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating Model Construction Methods with Objective Rule Evaluation Indices to Support Human Experts.**[Citation Graph (0, 0)][DBLP] MDAI, 2006, pp:93-104 [Conf] - Shusaku Tsumoto
**Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases.**[Citation Graph (0, 0)][DBLP] MDAI, 2004, pp:115-126 [Conf] - Shusaku Tsumoto, Shoji Hirano
**A Comparative Study of Clustering Methods for Long Time-Series Medical Databases.**[Citation Graph (0, 0)][DBLP] MDAI, 2004, pp:260-272 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices.**[Citation Graph (0, 0)][DBLP] PAKDD, 2006, pp:509-519 [Conf] - Shoji Hirano, Tomohiro Okuzaki, Yutaka Hata, Shusaku Tsumoto, Kouhei Tsumoto
**A Rough Set-Based Clustering Method with Modification of Equivalence Relations.**[Citation Graph (0, 0)][DBLP] PAKDD, 2001, pp:507-512 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach.**[Citation Graph (0, 0)][DBLP] PAKDD, 2003, pp:513-518 [Conf] - Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto
**Information Granules for Spatial Reasoning.**[Citation Graph (0, 0)][DBLP] PAKDD, 2000, pp:380-383 [Conf] - Einoshin Suzuki, Shusaku Tsumoto
**Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets.**[Citation Graph (0, 0)][DBLP] PAKDD, 2000, pp:208-211 [Conf] - Shusaku Tsumoto
**Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion.**[Citation Graph (0, 0)][DBLP] PAKDD, 1999, pp:210-219 [Conf] - Shusaku Tsumoto
**Rule Discovery in Databases with Missing Values Based on Rough Set Model.**[Citation Graph (0, 0)][DBLP] PAKDD, 1999, pp:274-278 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases.**[Citation Graph (0, 0)][DBLP] PKDD, 2002, pp:188-199 [Conf] - Shoji Hirano, Shusaku Tsumoto
**An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations.**[Citation Graph (0, 0)][DBLP] PKDD, 2003, pp:192-203 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Finding Interesting Pass Patterns from Soccer Game Records.**[Citation Graph (0, 0)][DBLP] PKDD, 2004, pp:209-218 [Conf] - Shinsuke Sugaya, Einoshin Suzuki, Shusaku Tsumoto
**Support Vector Machines for Knowledge Discovery.**[Citation Graph (0, 0)][DBLP] PKDD, 1999, pp:561-567 [Conf] - Shusaku Tsumoto
**Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies.**[Citation Graph (0, 0)][DBLP] PKDD, 2000, pp:652-656 [Conf] - Shusaku Tsumoto
**Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction.**[Citation Graph (0, 0)][DBLP] PKDD, 2001, pp:448-459 [Conf] - Shusaku Tsumoto
**Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model.**[Citation Graph (0, 0)][DBLP] PKDD, 2001, pp:460-471 [Conf] - Shusaku Tsumoto
**Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model.**[Citation Graph (0, 0)][DBLP] PKDD, 2002, pp:423-434 [Conf] - Shusaku Tsumoto
**Mining Rules of Multi-level Diagnostic Procedure from Databases.**[Citation Graph (0, 0)][DBLP] PKDD, 2003, pp:459-470 [Conf] - Shusaku Tsumoto
**Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model.**[Citation Graph (0, 0)][DBLP] PKDD, 1997, pp:58-67 [Conf] - Shusaku Tsumoto
**Discovery of Approximate Medical Knowledge Based on Rough Set Model.**[Citation Graph (0, 0)][DBLP] PKDD, 1998, pp:468-476 [Conf] - Shusaku Tsumoto
**Rule Discovery in Large Time-Series Medical Databases.**[Citation Graph (0, 0)][DBLP] PKDD, 1999, pp:23-31 [Conf] - Shusaku Tsumoto
**Knowledge Discovery in Medical Multi-databases: A Rough Set Approach.**[Citation Graph (0, 0)][DBLP] PKDD, 1999, pp:147-155 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating Learning Models for a Rule Evaluation Support Method Based on Objective Indices.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:687-695 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Segmentation of Medical Images Based on Approximations in Rough Set Theory.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2002, pp:554-563 [Conf] - Shoji Hirano, Shusaku Tsumoto
**On the Degree of Independence of a Contingency Matrix.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2004, pp:219-228 [Conf] - Shoji Hirano, Shusaku Tsumoto
**Detection of Differences between Syntactic and Semantic Similarities.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2004, pp:529-538 [Conf] - Shoji Hirano, Shusaku Tsumoto
**A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:872-881 [Conf] - Shusaku Tsumoto
**An Approach to Statistical Extention of Rough Set Rule Induction.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2000, pp:362-369 [Conf] - Shusaku Tsumoto
**Diagnostic Reasoning from the Viewpoint of Rough Sets.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2000, pp:495-502 [Conf] - Shusaku Tsumoto
**Accuracy and Coverage in Rough Set Rule Induction.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2002, pp:373-380 [Conf] - Shusaku Tsumoto
**Statistical Test for Rough Set Approximation Based on Fisher's Exact Test.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 2002, pp:381-388 [Conf] - Shusaku Tsumoto
**Pawlak Rough Set Model, Medical Reasoning and Rule Mining.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:53-70 [Conf] - Shusaku Tsumoto
**Modelling Medical Diagnostic Rules Based on Rough Sets.**[Citation Graph (0, 0)][DBLP] Rough Sets and Current Trends in Computing, 1998, pp:475-482 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Distribution of Determinants of Contingency Matrix.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:567-576 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Interpretation of Contingency Matrix Using Marginal Distributions.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:577-586 [Conf] - Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
**Risk Mining: Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents.**[Citation Graph (0, 0)][DBLP] RSCTC, 2006, pp:706-715 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**PRIMEROSE: Probabilistic Rule Induction Method Based on Rough Set Theory.**[Citation Graph (0, 0)][DBLP] RSKD, 1993, pp:274-281 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**AQ, Rough Sets, and Matroid Theory.**[Citation Graph (0, 0)][DBLP] RSKD, 1993, pp:290-297 [Conf] - Shoji Hirano, Shusaku Tsumoto
**A Clustering Method for Spatio-temporal Data and Its Application to Soccer Game Records.**[Citation Graph (0, 0)][DBLP] RSFDGrC (1), 2005, pp:612-621 [Conf] - Shusaku Tsumoto
**Extracting Structure of Medical Diagnosis: Rough Set Approach.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 2003, pp:78-88 [Conf] - Shusaku Tsumoto
**Characteristics of Accuracy and Coverage in Rule Induction.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 2003, pp:237-244 [Conf] - Shusaku Tsumoto
**Linear Independence in Contingency Table.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 2003, pp:316-319 [Conf] - Shusaku Tsumoto
**Discovery of Rules about Compilations - A Rough Set Approach in Medical Knowledge Discovery.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 1999, pp:29-37 [Conf] - Shusaku Tsumoto, Shoji Hirano
**On Degree of Dependence Based on Contingency Matrix.**[Citation Graph (0, 0)][DBLP] RSFDGrC (1), 2005, pp:471-480 [Conf] - Shusaku Tsumoto, Tsau Young Lin
**Context-Free Fuzzy Sets in Data Mining Context.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 1999, pp:212-220 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Developing a Rule Evaluation Support Method Based on Objective Indices.**[Citation Graph (0, 0)][DBLP] RSKT, 2006, pp:456-461 [Conf] - Shoji Hirano, Shusaku Tsumoto
**A Parallel, Structural Comparison Scheme of Time-Series Implemented on a PC Cluster.**[Citation Graph (0, 0)][DBLP] SAINT Workshops, 2005, pp:344-347 [Conf] - Shusaku Tsumoto
**Web based medical decision support system: application of internet to telemedicine.**[Citation Graph (0, 0)][DBLP] SAINT Workshops, 2003, pp:288-293 [Conf] - Shusaku Tsumoto
**Web Based Medical Decision Support System for Neurological Diseases.**[Citation Graph (0, 0)][DBLP] Web Intelligence, 2003, pp:629-632 [Conf] - Shusaku Tsumoto, Shoji Hirano, Hidenao Abe, Hideaki Nakakuni, Eisuke Hanada
**Clinical Decision Support Based on Mobile Telecommunication Systems.**[Citation Graph (0, 0)][DBLP] Web Intelligence, 2005, pp:700-703 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**Algebraic Formulation of Empirical Learning Methods Based on Rough Sets and Matroid Theory.**[Citation Graph (0, 0)][DBLP] WOCFAI, 1995, pp:393-404 [Conf] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
**Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices.**[Citation Graph (0, 0)][DBLP] PKAW, 2006, pp:75-88 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Linear independence in a contingency table.**[Citation Graph (0, 0)][DBLP] GrC, 2005, pp:646-651 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Degree of Dependence as Granularity in a Contingency Table.**[Citation Graph (0, 0)][DBLP] GrC, 2005, pp:63-69 [Conf] - Shoji Hirano, Shusaku Tsumoto
**An indiscernibility-based clustering method.**[Citation Graph (0, 0)][DBLP] GrC, 2005, pp:468-473 [Conf] - Shusaku Tsumoto, Hiroshi Tanaka
**PRIMEROSE: Probabilistic Rule Induction Method based on Rough Sets and Resampling Methods.**[Citation Graph (0, 0)][DBLP] Computational Intelligence, 1995, v:11, n:, pp:389-405 [Journal] - Shusaku Tsumoto
**Statistical Independence as Linear Independence.**[Citation Graph (0, 0)][DBLP] Electr. Notes Theor. Comput. Sci., 2003, v:82, n:4, pp:- [Journal] - Shusaku Tsumoto
**Rough Set Based Automatic Classification of Musical Instrument Sounds.**[Citation Graph (0, 0)][DBLP] Electr. Notes Theor. Comput. Sci., 2003, v:82, n:4, pp:- [Journal] - Shusaku Tsumoto
**Automated extraction of hierarchical decision rules from clinical databases using rough set model.**[Citation Graph (0, 0)][DBLP] Expert Syst. Appl., 2003, v:24, n:2, pp:189-197 [Journal] - Shusaku Tsumoto
**Extraction of Structure of Medical Diagnosis from Clinical Data.**[Citation Graph (0, 0)][DBLP] Fundam. Inform., 2004, v:59, n:2-3, pp:271-285 [Journal] - Shusaku Tsumoto, Hiroshi Tanaka
**A Common Algebraic Framework of Empirical Learning Methods Based on Rough Sets and Matroid Theory.**[Citation Graph (0, 0)][DBLP] Fundam. Inform., 1996, v:27, n:2/3, pp:273-288 [Journal] - Shusaku Tsumoto
**Extraction of Experts' Decision Rules from Clinical Databases Using Rough Set Model.**[Citation Graph (0, 0)][DBLP] Intell. Data Anal., 1998, v:2, n:1-4, pp:215-227 [Journal] - Shoji Hirano, Shusaku Tsumoto
**Rough representation of a region of interest in medical images.**[Citation Graph (0, 0)][DBLP] Int. J. Approx. Reasoning, 2005, v:40, n:1-2, pp:23-34 [Journal] - Shusaku Tsumoto, Hiroshi Tanaka, Hiromi Amano, Kimie Ohyama, Takayuki Kuroda
**COBRA: Integration of Heterogeneous Knowledge-Bases in Medical Domain.**[Citation Graph (0, 0)][DBLP] Int. J. Cooperative Inf. Syst., 1995, v:4, n:4, pp:387-404 [Journal] - Shusaku Tsumoto, Shoji Hirano
**Automated discovery of chronological patterns in long time-series medical datasets.**[Citation Graph (0, 0)][DBLP] Int. J. Intell. Syst., 2005, v:20, n:7, pp:737-757 [Journal] - Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
**Comparison of clustering methods for clinical databases.**[Citation Graph (0, 0)][DBLP] Inf. Sci., 2004, v:159, n:2, pp:155-165 [Journal] - Shusaku Tsumoto
**Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic.**[Citation Graph (0, 0)][DBLP] Inf. Sci., 2000, v:124, n:1-4, pp:125-137 [Journal] - Shusaku Tsumoto
**Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model.**[Citation Graph (0, 0)][DBLP] Inf. Sci., 2004, v:162, n:2, pp:65-80 [Journal] - Shusaku Tsumoto
**Automated Extraction of Medical Expert System Rules from Clinical Databases on Rough Set Theory.**[Citation Graph (0, 0)][DBLP] Inf. Sci., 1998, v:112, n:1-4, pp:67-84 [Journal] - Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
**Analysis of amino-acid sequences by statistical technique.**[Citation Graph (0, 0)][DBLP] Inf. Sci., 2002, v:145, n:3-4, pp:205-214 [Journal] - Shoji Hirano, Shusaku Tsumoto
**An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations -Rough Clustering-.**[Citation Graph (0, 0)][DBLP] JACIII, 2003, v:7, n:2, pp:169-177 [Journal] - Shusaku Tsumoto
**Chance Discovery in Medicine - Detection of Rare Risky Events in Chronic Diseases.**[Citation Graph (0, 0)][DBLP] New Generation Comput., 2003, v:21, n:2, pp:- [Journal] - Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
**Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation Support Method Based on Objective Indices.**[Citation Graph (0, 0)][DBLP] KES (2), 2007, pp:934-941 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Visualization of Similarities and Dissimilarities Between Rules Using Multidimensional Scaling.**[Citation Graph (0, 0)][DBLP] KES (2), 2007, pp:978-986 [Conf] - Shusaku Tsumoto
**Attribute Generalization and Fuzziness in Data Mining Contexts.**[Citation Graph (0, 0)][DBLP] RSFDGrC, 2007, pp:379-386 [Conf] - Shusaku Tsumoto
**Medical Reasoning and Rough Sets.**[Citation Graph (0, 0)][DBLP] RSEISP, 2007, pp:90-100 [Conf] - Shusaku Tsumoto, Shoji Hirano
**Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling.**[Citation Graph (0, 0)][DBLP] Fundam. Inform., 2007, v:78, n:4, pp:561-573 [Journal] **Evaluating Learning Algorithms to Construct Rule Evaluation Models Based on Objective Rule Evaluation Indices.**[Citation Graph (, )][DBLP]**Charcteristics of Pearson Residuals in a Contingency Matrix.**[Citation Graph (, )][DBLP]**Statistical independence in three-variables contingency cube.**[Citation Graph (, )][DBLP]**Qualitative fuzzy sets and granularity.**[Citation Graph (, )][DBLP]**Fuzziness from attribute generalization in information table.**[Citation Graph (, )][DBLP]**Evaluating a method to detect temporal trends of phrases in research documents.**[Citation Graph (, )][DBLP]**Analysis of Research Keys as Tempral Patterns of Technical Term Usages in Bibliographical Data.**[Citation Graph (, )][DBLP]**Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering.**[Citation Graph (, )][DBLP]**Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining.**[Citation Graph (, )][DBLP]**Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients’ Lactobacillus Therapy by Data Mining.**[Citation Graph (, )][DBLP]**Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations.**[Citation Graph (, )][DBLP]**Statistical Independence and Contingency Matrix.**[Citation Graph (, )][DBLP]**Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets.**[Citation Graph (, )][DBLP]**Detecting Similarity of Transferring Datasets Based on Features of Classification Rules.**[Citation Graph (, )][DBLP]**Hospital Management Based on Data Mining.**[Citation Graph (, )][DBLP]**Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient.**[Citation Graph (, )][DBLP]**Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression.**[Citation Graph (, )][DBLP]**Data Mining Analysis of Relationship Between Blood Stream Infection and Clinical Background in Patients Undergoing Lactobacillus Therapy.**[Citation Graph (, )][DBLP]**International Workshop on Risk Informatics (RI2007).**[Citation Graph (, )][DBLP]**Discovery of Risky Cases in Chronic Diseases: An Approach Using Trajectory Grouping.**[Citation Graph (, )][DBLP]**Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient.**[Citation Graph (, )][DBLP]**Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences.**[Citation Graph (, )][DBLP]**Detecting Temporal Patterns of Importance Indices about Technical Phrases.**[Citation Graph (, )][DBLP]**Detection of Risk Factors as Temporal Data Mining.**[Citation Graph (, )][DBLP]**Finding Functional Groups of Objective Rule Evaluation Indices Using PCA.**[Citation Graph (, )][DBLP]**Statistical Independence of Multi-variables from the Viewpoint of Linear Algebra.**[Citation Graph (, )][DBLP]**Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria.**[Citation Graph (, )][DBLP]**Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications.**[Citation Graph (, )][DBLP]**Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method.**[Citation Graph (, )][DBLP]**Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step.**[Citation Graph (, )][DBLP]**Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level.**[Citation Graph (, )][DBLP]**Analyzing Correlation Coefficients of Objective Rule Evaluation Indices on Classification Rules.**[Citation Graph (, )][DBLP]**A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices.**[Citation Graph (, )][DBLP]**Evaluating learning algorithms for a rule evaluation support method.**[Citation Graph (, )][DBLP]**Contingency matrix theory.**[Citation Graph (, )][DBLP]**Dealing with granularity on non-euclidean relational data based on indiscernibility level.**[Citation Graph (, )][DBLP]**Pearson Residuals in Multi-way Contingency Tables.**[Citation Graph (, )][DBLP]**Distribution of Derminants of Contingency Tables.**[Citation Graph (, )][DBLP]**Detecting Temporal Patterns of Technical Phrases by using Importance Indices in a Research Documents.**[Citation Graph (, )][DBLP]**Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical Diagnosis from Hospital Clinical Data.**[Citation Graph (, )][DBLP]**Meaning of Pearson Residuals - 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