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Takashi Washio

Papers on DiSC'06


Mining Quantitative Frequent Itemsets Using Adaptive Density-based Subspace Clustering

Efficient Mining of High Branching Factor Attribute Trees

Publications


Note: Links lead to the DBLP on the Web.

Takashi Washio

Phu Chien Nguyen , Kouzou Ohara , Akira Mogi , Hiroshi Motoda , Takashi Washio: Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction. PAKDD 2006 : 390-399

Takashi Washio, Fuminori Adachi , Hiroshi Motoda : SCALETRACK: A System to Discover Dynamic Law Equations Containing Hidden States and Chaos. Discovery Science 2005 : 253-266

Alexandre Termier , Marie-Christine Rousset , Michèle Sebag , Kouzou Ohara , Takashi Washio, Hiroshi Motoda : Efficient Mining of High Branching Factor Attribute Trees. ICDM 2005 : 785-788

Takashi Washio, Yuki Mitsunaga , Hiroshi Motoda : Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering. ICDM 2005 : 793-796

Takashi Washio, Fuminori Adachi , Hiroshi Motoda : Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics. IJCAI 2005 : 1642-1644

Phu Chien Nguyen , Kouzou Ohara , Hiroshi Motoda , Takashi Washio: Cl-GBI: A Novel Approach for Extracting Typical Patterns from Graph-Structured Data. PAKDD 2005 : 639-649

Takashi Washio, Koutarou Nakanishi , Hiroshi Motoda : Deriving Class Association Rules Based on Levelwise Subspace Clustering. PKDD 2005 : 692-700

Kenichi Yoshida , Fuminori Adachi , Takashi Washio, Hiroshi Motoda , Teruaki Homma , Akihiro Nakashima , Hiromitsu Fujikawa , Katsuyuki Yamazaki : Memory Management of Density-Based Spam Detector. SAINT 2005 : 370-376

Takashi Washio, Atsushi Fujimoto , Hiroshi Motoda : A Framework of Numerical Basket Analysis. SAINT Workshops 2005 : 340-343

Akihiro Inokuchi , Takashi Washio, Hiroshi Motoda : A General Framework for Mining Frequent Subgraphs from Labeled Graphs. Fundam. Inform. 66 (1-2): 53-82 (2005)

Takashi Washio, Luc De Raedt , Joost N. Kok : Advances in Mining Graphs, Trees and Sequences. Fundam. Inform. 66 (1-2): (2005)

Kenichi Yoshida , Fuminori Adachi , Takashi Washio, Hiroshi Motoda , Teruaki Homma , Akihiro Nakashima , Hiromitsu Fujikawa , Katsuyuki Yamazaki : Density-based spam detector. KDD 2004 : 486-493

Katsutoshi Yada , Hiroshi Motoda , Takashi Washio, Asuka Miyawaki : Consumer Behavior Analysis by Graph Mining Technique. KES 2004 : 800-806

Phu Chien Nguyen , Takashi Washio, Kouzou Ohara , Hiroshi Motoda : Using a Hash-Based Method for Apriori-Based Graph Mining. PKDD 2004 : 349-361

Tetsuya Yoshida , Takuya Wada , Hiroshi Motoda , Takashi Washio: Adaptive Ripple Down Rules method based on minimum description length principle. Intell. Data Anal. 8 (3): 239-265 (2004)

Warodom Geamsakul , Tetsuya Yoshida , Kouzou Ohara , Hiroshi Motoda , Takashi Washio, Hideto Yokoi , Katsuhiko Takabayashi : Extracting Diagnostic Knowledge from Hepatitis Dataset by Decision Tree Graph-Based Induction. Active Mining 2003 : 126-151

Katsutoshi Yada , Yukinobu Hamuro , Naoki Katoh , Takashi Washio, Issey Fusamoto , Daisuke Fujishima , Takaya Ikeda : Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI. Active Mining 2003 : 152-173

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 Washio, Hiroshi Motoda : State of the art of graph-based data mining. SIGKDD Explorations 5 (1): 59-68 (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

Takashi Matsuda , Hiroshi Motoda , Takashi Washio: Graph-based induction and its applications. Advanced Engineering Informatics 16 (2): 135-143 (2002)

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 Motoda , 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 : Discovery of first-principle equations based on scale-type-based and data-driven reasoning. Knowl.-Based Syst. 10 (7): 403-411 (1998)

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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