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Takashi Washio

Papers on DiSC'04


State of the Art of Graph-based Data Mining

Publications


Note: Links lead to the DBLP on the Web.

Takashi Washio

Warodom Geamsakul , Takashi Matsuda , Tetsuya Yoshida , Hiroshi Motoda , Takashi Washio: Performance Evaluation of Decision Tree Graph-Based Induction. Discovery Science 2003 : 128-140

Fuminori Adachi , Takashi Washio, Hiroshi Motoda , Atsushi Fujimoto , Hidemitsu Hanafusa : Development of Generic Search Method Based on Transformation Invariance. ISMIS 2003 : 486-495

Warodom Geamsakul , Takashi Matsuda , Tetsuya Yoshida , Hiroshi Motoda , Takashi Washio: Classifier Construction by Graph-Based Induction for Graph-Structured Data. PAKDD 2003 : 52-62

Akihiro Inokuchi , Takashi Washio, Hiroshi Motoda : Complete Mining of Frequent Patterns from Graphs: Mining Graph Data. Machine Learning 50 (3): 321-354 (2003)

Takashi Matsuda , Hiroshi Motoda , Tetsuya Yoshida , Takashi Washio: Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction. Discovery Science 2002 : 422-429

Tetsuya Yoshida , Hiroshi Motoda , Takashi Washio: Adaptive Ripple Down Rules Method based on Minimum Description Length Principle. ICDM 2002 : 530-537

Takuya Wada , Tetsuya Yoshida , Hiroshi Motoda , Takashi Washio: Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data. PRICAI 2002 : 218-227

Keisei Fujiwara , Tetsuya Yoshida , Hiroshi Motoda , Takashi Washio: Case Generation Method for Constructing an RDR Knowledge Base. PRICAI 2002 : 228-237

Takashi Matsuda , Hiroshi Motoda , Tetsuya Yoshida , Takashi Washio: Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction. PRICAI 2002 : 255-264

Hiroshi H. Hasegawa , Takashi Washio, Yukari Ishimiya : Inductive Thermodynamics from Time Series Data Analysis. Progress in Discovery Science 2002 : 384-394

Takashi Washio, Hiroshi Motoda : Toward the Discovery of First Principle Based Scientific Law Equations. Progress in Discovery Science 2002 : 553-564

Masahiro Terabe , Takashi Washio, Hiroshi Motoda , Osamu Katai , Tetsuo Sawaragi : Attribute Generation Based on Association Rules. Knowl. Inf. Syst. 4 (3): 329-349 (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

Takashi Washio, Hiroshi Motoda , Yuji Niwa : Discovering Admissible Simultaneous Equation Models from Observed Data. ECML 2001 : 539-551

Masahiro Terabe , Takashi Washio, Hiroshi Motoda : S 3 Bagging: Fast Classifier Induction Method with Subsampling and Bagging. IDA 2001 : 177-186

Takashi Washio: JSAI KDD Challenge 2001: JKDD01. JSAI Workshops 2001 : 499

Takayuki Ikeda , Takashi Washio, Hiroshi Motoda : Basket Analysis on Meningitis Data. JSAI Workshops 2001 : 516-524

Takuya Wada , Hiroshi Motoda , Takashi Washio: Knowledge Acquisition from Both Human Expert and Data. PAKDD 2001 : 550-561

Makoto Tsukada , Takashi Washio, Hiroshi Motoda : Automatic Web-Page Classification by Using Machine Learning Methods. Web Intelligence 2001 : 303-313

Takuya Wada , Tadashi Horiuchi , Hiroshi Motoda , Takashi Washio: A Description Length-Based Decision Criterion for Default Knowledge in the Ripple Down Rules Method. Knowl. Inf. Syst. 3 (2): 146-167 (2001)

Hiroshi H. Hasegawa , Takashi Washio, Yukari Ishimiya , Takeshi Saito : Nonequilibrium Thermodynamics from Time Series Data Analysis. Discovery Science 2000 : 304-305

Takashi Matsuda , Tadashi Horiuchi , Hiroshi Motada , Takashi Washio: Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data. Discovery Science 2000 : 99-111

Takashi Washio, Hiroshi Motoda , Yuji Niwa : Enhancing the Plausibility of Law Equation Discovery. ICML 2000 : 1127-1134

Takashi Matsuda , Tadashi Horiuchi , Hiroshi Motoda , Takashi Washio: Extension of Graph-Based Induction for General Graph Structured Data. PAKDD 2000 : 420-431

Akihiro Inokuchi , Takashi Washio, Hiroshi Motoda : An Apriori-Based Algorithm for Mining Frequent Substructures from Graph Data. PKDD 2000 : 13-23

Hiroshi H. Hasegawa , Takashi Washio, Yukari Ishimiya : ``Thermodynamics'' from Time Series Data Analysis. Discovery Science 1999 : 326-327

Akihiro Inokuchi , Takashi Washio, Hiroshi Motoda : Derivation of the Topology Structure from Massive Graph Data. Discovery Science 1999 : 330-332

Takashi Matsuda , Tadashi Horiuchi , Hiroshi Motoda , Takashi Washio, Kohei Kumazawa , Naohide Arai : Graph-Based Induction for General Graph Structured Data. Discovery Science 1999 : 340-342

Takashi Washio, Hiroshi Motoda , Niwa Yuji : Discovering Admissible Model Equations from Observed Data Based on Scale-Types and Identity Constrains. IJCAI 1999 : 772-779

Masahiro Terabe , Osamu Katai , Tetsuo Sawaragi , Takashi Washio, Hiroshi Motoda : A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree. PAKDD 1999 : 143-147

Takuya Wada , Tadashi Horiuchi , Hiroshi Motoda , Takashi Washio: Characterization of Default Knowledge in Ripple Down Rules Method. PAKDD 1999 : 284-295

Akihiro Inokuchi , Takashi Washio, Hiroshi Motoda , Kouhei Kumasawa , Naohide Arai : Basket Analysis for Graph Structured Data. PAKDD 1999 : 420-431

Takashi Washio, Hiroshi Motoda : Discovering Admissible Simultaneous Equations of Large Scale Systems. AAAI/IAAI 1998 : 189-196

Takashi Washio, Hiroshi Motoda : Development of SDS2: Smart Discovery System for Simultaneous Equation Systems. Discovery Science 1998 : 352-363

Takashi Washio, Hiroshi Motoda : Mining Association Rules for Estimation and Prediction. PAKDD 1998 : 417-419

Takashi Washio, Hiroshi Motoda : Discovering Admissible Models of Complex Systems Based on Scale-Types and Idemtity Constraints. IJCAI (2) 1997 : 810-819

Takashi Washio, M. Sakuma , M. Kitamura : A New Approach to Quantitative and Credible Diagnosis for Multiple Faults of Components and Sensors. Artif. Intell. 91 (1): 103-130 (1997)

Masahiro Terabe , Takashi Washio, Osamu Katai , Tetsuo Sawaragi : A Study of Organizational Learning in Multi-Agent Sytems. ECAI Workshop LDAIS / ICMAS Workshop LIOME 1996 : 168-179

Takashi Washio, Hiroshi Motoda : A History-Oriented Envisioning Method. PRICAI 1996 : 312-323

Rolf Hempel , Robin Calkin , Reinhold Hess , Wolfgang Joppich , C. W. Oosterlee , Hubert Ritzdorf , P. Wypior , Wolfgang Ziegler , N. Koike , Takashi Washio, U. Keller : Real Applications on the New Parallel System NEC Cenju-3. Parallel Computing 22 (1): 131-148 (1996)

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