Constraint-Based Mining and Inductive Databases 2004

Jean-François Boulicaut, Luc De Raedt, Heikki Mannila (Eds.): Constraint-Based Mining and Inductive Databases, European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3848 Springer 2005, ISBN 3-540-31331-1 BibTeX

Roberto J. Bayardo:
The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery. 1-13
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Francesco Bonchi, Fosca Giannotti, Dino Pedreschi:
A Relational Query Primitive for Constraint-Based Pattern Mining. 14-37
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Björn Bringmann:
To See the Wood for the Trees: Mining Frequent Tree Patterns. 38-63
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Toon Calders, Christophe Rigotti, Jean-François Boulicaut:
A Survey on Condensed Representations for Frequent Sets. 64-80
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Fabien De Marchi, Frédéric Flouvat, Jean-Marc Petit:
Adaptive Strategies for Mining the Positive Border of Interesting Patterns: Application to Inclusion Dependencies in Databases. 81-101
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Cheikh Talibouya Diop, Arnaud Giacometti, Dominique Laurent, Nicolas Spyratos:
Computation of Mining Queries: An Algebraic Approach. 102-126
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Saso Dzeroski, Ljupco Todorovski, Peter Ljubic:
Inductive Queries on Polynomial Equations. 127-154
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Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà:
Mining Constrained Graphs: The Case of Workflow Systems. 155-171
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Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu:
CrossMine: Efficient Classification Across Multiple Database Relations. 172-195
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Kimmo Hätönen, Mika Klemettinen, Markus Miettinen:
Remarks on the Industrial Application of Inductive Database Technologies. 196-215
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Daniel Kifer, Johannes Gehrke, Cristian Bucila, Walker M. White:
How to Quickly Find a Witness. 216-242
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Nada Lavrac, Dragan Gamberger:
Relevancy in Constraint-Based Subgroup Discovery. 243-266
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Rosa Meo, Marco Botta, Roberto Esposito, Arianna Gallo:
A Novel Incremental Approach to Association Rules Mining in Inductive Databases. 267-294
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Rosa Meo, Pier Luca Lanzi, Maristella Matera, Danilo Careggio, Roberto Esposito:
Employing Inductive Databases in Concrete Applications. 295-327
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Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut:
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining. 328-347
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Jouni K. Seppänen, Heikki Mannila:
Boolean Formulas and Frequent Sets. 348-361
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Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Paolo Palmerini, Nagender Parimi, Jeevan Pathuri, Benjarath Phoophakdee, Joe Urban:
Generic Pattern Mining Via Data Mining Template Library. 362-379
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Albrecht Zimmermann, Luc De Raedt:
Inductive Querying for Discovering Subgroups and Clusters. 380-399
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