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Constraint-based mining and inductive databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004 ; revised selected papers /
Constraint-based mining and inductive databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004 : revised selected papers

Author: Jean-Fran�cois Boulicaut, Luc De Raedt, Heikki Mannila (eds.). Boulicaut, Jean-Fran�cois. ; ; Jean-François Boulicaut; Luc de Raedt; Heikki Mannila
Publisher: Berlin ; New York : Springer, 2005.
Series: Lecture notes in computer science, 3848.; Lecture notes in computer science., Lecture notes in artificial intelligence.; Lecture notes in computer science., State-of-the-art survey.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

The interconnected ideas of inductive databases and constraint-based mining are appealing and have the potential to radically change the theory and practice of data mining and knowledge discovery.

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Genre/Form: Conference papers and proceedings
Congresses
Congrès
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jean-Fran�cois Boulicaut, Luc De Raedt, Heikki Mannila (eds.). Boulicaut, Jean-Fran�cois. ; ; Jean-François Boulicaut; Luc de Raedt; Heikki Mannila
ISBN: 3540313311 9783540313311
OCLC Number: 63514356
Description: x, 399 pages : illustrations ; 24 cm.
Contents: The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery.- A Relational Query Primitive for Constraint-Based Pattern Mining.- To See the Wood for the Trees: Mining Frequent Tree Patterns.- A Survey on Condensed Representations for Frequent Sets.- Adaptive Strategies for Mining the Positive Border of Interesting Patterns: Application to Inclusion Dependencies in Databases.- Computation of Mining Queries: An Algebraic Approach.- Inductive Queries on Polynomial Equations.- Mining Constrained Graphs: The Case of Workflow Systems.- CrossMine: Efficient Classification Across Multiple Database Relations.- Remarks on the Industrial Application of Inductive Database Technologies.- How to Quickly Find a Witness.- Relevancy in Constraint-Based Subgroup Discovery.- A Novel Incremental Approach to Association Rules Mining in Inductive Databases.- Employing Inductive Databases in Concrete Applications.- Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining.- Boolean Formulas and Frequent Sets.- Generic Pattern Mining Via Data Mining Template Library.- Inductive Querying for Discovering Subgroups and Clusters.
Series Title: Lecture notes in computer science, 3848.; Lecture notes in computer science., Lecture notes in artificial intelligence.; Lecture notes in computer science., State-of-the-art survey.
Other Titles: European Workshop on Inductive Databases and Constraint Based Mining
Responsibility: Jean-Francois Boulicaut, Luc De Raedt, Heikki Mannila (eds.).
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