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Einoshin Suzuki

Papers on DiSC'04


Detecting Interesting Exceptions from Medical Test Data with Visual Summarization

Publications


Note: Links lead to the DBLP on the Web.

Einoshin Suzuki

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

Jérôme Maloberti , Einoshin Suzuki: Improving Efficiency of Frequent Query Discovery by Eliminating Non-relevant Candidates. Discovery Science 2003 : 220-232

Einoshin Suzuki, Takeshi Watanabe , Hideto Yokoi , Katsuhiko Takabayashi : Detecting Interesting Exceptions from Medical Test Data with Visual Summarization. ICDM 2003 : 315-322

Yuu Yamada , Einoshin Suzuki, Hideto Yokoi , Katsuhiko Takabayashi : Decision-tree Induction from Time-series Data Based on a Standard-example Split Test. ICML 2003 : 840-847

Masaki Narahashi , Einoshin Suzuki: Detecting Hostile Accesses through Incremental Subspace Clustering. Web Intelligence 2003 : 337-343

Masaki Narahashi , Einoshin Suzuki: Subspace Clustering Based on Compressibility. Discovery Science 2002 : 435-440

Fumio Takechi , Einoshin Suzuki: Finding an Optimal Gain-Ratio Subset-Split Test for a Set-Valued Attribute in Decision Tree Induction. ICML 2002 : 618-625

Shutaro Inatani , Einoshin Suzuki: Data Squashing for Speeding Up Boosting-Based Outlier Detection. ISMIS 2002 : 601-612

Yuta Choki , Einoshin Suzuki: Iterative Data Squashing for Boosting Based on a Distribution-Sensitive Distance. PKDD 2002 : 86-98

Einoshin Suzuki: In Pursuit of Interesting Patterns with Undirected Discovery of Exception Rules. Progress in Discovery Science 2002 : 504-517

Einoshin Suzuki: Undirected Discovery of Interesting Exception Rules. IJPRAI 16 (8): 1065-1086 (2002)

Einoshin Suzuki: Worst-Case Analysis of Rule Discovery. Discovery Science 2001 : 365-377

Einoshin Suzuki, Masafumi Gotoh , Yuta Choki : Bloomy Decision Tree for Multi-objective Classification. PKDD 2001 : 436-447

Einoshin Suzuki: Issues in Organizing a Successful Knowledge Discovery Contest. Discovery Science 2000 : 282-284

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

Farhad Hussain , Huan Liu , Einoshin Suzuki, Hongjun Lu : Exception Rule Mining with a Relative Interestingness Measure. PAKDD 2000 : 86-97

Einoshin Suzuki, Jan M. Zytkow : Unified Algorithm for Undirected Discovery of Execption Rules. PKDD 2000 : 169-180

David Ramamonjisoa , Einoshin Suzuki, Issam A. Hamid : Research Topics Discovery from WWW by Keywords Association Rules. Rough Sets and Current Trends in Computing 2000 : 412-419

Einoshin Suzuki: Scheduled Discovery of Exception Rules. Discovery Science 1999 : 184-195

Shinsuke Sugaya , Einoshin Suzuki: Normal Form Transformation for Object Recognition Based on Support Vector Machines. Discovery Science 1999 : 306-315

Einoshin Suzuki, Toru Ohno : Prediction Rule Discovery Based on Dynamic Bias Selection. PAKDD 1999 : 504-508

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

Einoshin Suzuki, Hiroki Ishihara : Visualizing Discovered Rule Sets with Visual Graphs Based on Compressed Entropy Density. RSFDGrC 1999 : 414-422

Einoshin Suzuki: Simultaneous Reliability Evaluation of Generality and Accuracy for Rule Discovery in Databases. KDD 1998 : 339-343

Einoshin Suzuki, Yves Kodratoff : Discovery of Surprising Exception Rules Based on Intensity of Implication. PKDD 1998 : 10-18

Einoshin Suzuki: Autonomous Discovery of Reliable Exception Rules. KDD 1997 : 259-262

Einoshin Suzuki, Masamichi Shimura : Exceptional Knowledge Discovery in Databases Based on Information Theory. KDD 1996 : 275-278

Pierre Morizet-Mahoudeaux , Einoshin Suzuki, Setsuo Ohsuga : Knowledge-Based Handling of Design Expertise. ICDE 1994 : 368-374

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