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Home > Computing and Information Technology > Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)
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Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)

Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)


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About the Book

This book constitutes the thoroughly refereed joint postproceedings of the Third International Workshop on Knowledge Discovery in Inductive Databases, KDID 2004, held in Pisa, Italy in September 2004 in association with ECML/PKDD. Inductive Databases support data mining and the knowledge discovery process in a natural way. In addition to usual data, an inductive database also contains inductive generalizations, like patterns and models extracted from the data. This book presents nine revised full papers selected from 23 submissions during two rounds of reviewing and improvement together with one invited paper. Various current topics in knowledge discovery and data mining in the framework of inductive databases are addressed.

Table of Contents:
Invited Paper.- Models and Indices for Integrating Unstructured Data with a Relational Database.- Contributed Papers.- Constraint Relaxations for Discovering Unknown Sequential Patterns.- Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data.- Theoretical Bounds on the Size of Condensed Representations.- Mining Interesting XML-Enabled Association Rules with Templates.- Database Transposition for Constrained (Closed) Pattern Mining.- An Efficient Algorithm for Mining String Databases Under Constraints.- An Automata Approach to Pattern Collections.- Implicit Enumeration of Patterns.- Condensed Representation of EPs and Patterns Quantified by Frequency-Based Measures.


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Product Details
  • ISBN-13: 9783540250821
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Height: 229 mm
  • No of Pages: 200
  • Returnable: Y
  • Series Title: 3377 Lecture Notes in Computer Science
  • Width: 152 mm
  • ISBN-10: 3540250824
  • Publisher Date: 23 Feb 2005
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Series Title: 3377 Lecture Notes in Computer Science
  • Sub Title: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers


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Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)
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Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)
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Knowledge Discovery in Inductive Databases: Third International Workshop, KDID 2004, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers(3377 Lecture Notes in Computer Science)

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