Advances in Knowledge Discovery and Management

Volume 2

ISBN: 978-3-642-25837-4 (Print) 978-3-642-25838-1 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages 1-11

  2. Data Cube and Ontology-Based Representations

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-26

      Constrained Closed and Quotient Cubes

    3. No Access

      Chapter

      Pages 27-48

      A New Concise and Exact Representation of Data Cubes

    4. No Access

      Chapter

      Pages 49-61

      Ontology-Based Access Rights Management

    5. No Access

      Chapter

      Pages 63-81

      Explaining Reference Reconciliation Decisions: A Coloured Petri Nets Based Approach

  3. Efficient Pattern Mining

    1. Front Matter

      Pages 83-83

    2. No Access

      Chapter

      Pages 85-103

      Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery

    3. No Access

      Chapter

      Pages 105-119

      Simultaneous Partitioning of Input and Class Variables for Supervised Classification Problems with Many Classes

    4. No Access

      Chapter

      Pages 121-136

      Interactive and Progressive Constraint Definition for Dimensionality Reduction and Visualization

    5. No Access

      Chapter

      Pages 137-151

      Efficient Parallel Mining of Gradual Patterns on Multicore Processors

  4. Data Preprocessing and Information Retrieval

    1. Front Matter

      Pages 153-153

    2. No Access

      Chapter

      Pages 155-171

      Analyzing Old Documents Using a Complex Approach: Application to Lettrines Indexing

    3. No Access

      Chapter

      Pages 173-190

      Identifying Relevant Features of Images from Their 2-D Topology

    4. No Access

      Chapter

      Pages 191-211

      Analyzing Health Consumer Terminology for Query Reformulation Tasks

    5. No Access

      Chapter

      Pages 213-233

      An Approach Based on Predicate Correlation to the Reduction of Plethoric Answer Sets

  5. Back Matter

    Pages 0--1