Advances in Knowledge Discovery and Management

Volume 4

ISBN: 978-3-319-02998-6 (Print) 978-3-319-02999-3 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages 1-15

  2. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-14

      Optimizing a Hierarchical Community Structure of a Complex Network

    3. No Access

      Chapter

      Pages 15-35

      Nonparametric Hierarchical Clustering of Functional Data

    4. No Access

      Chapter

      Pages 37-51

      Multi-view Clustering on Relational Data

    5. No Access

      Chapter

      Pages 53-76

      Relaxing Time Granularity for Mining Frequent Sequences

    6. No Access

      Chapter

      Pages 77-94

      Semantic Event Extraction from Biological Texts Using a Kernel-Based Method

    7. No Access

      Chapter

      Pages 95-109

      Supervised Pre-processing of Numerical Variables for Multi-Relational Data Mining

  3. Classification and Feature Extraction or Selection

    1. Front Matter

      Pages 111-111

    2. No Access

      Chapter

      Pages 113-131

      Combination of Single Feature Classifiers for Fast Feature Selection

    3. No Access

      Chapter

      Pages 133-153

      Classification of EEG Signals by an Evolutionary Algorithm

    4. No Access

      Chapter

      Pages 155-172

      Large Scale Image Classification: Fast Feature Extraction, Multi-codebook Approach and Multi-core SVM Training

  4. Back Matter

    Pages 173-174