Cooperation in Classification and Data Analysis

Proceedings of Two German-Japanese Workshops

ISBN: 978-3-642-00667-8 (Print) 978-3-642-00668-5 (Online)

Table of contents (23 chapters)

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  1. Front Matter

    Pages 1-10

  2. Classification and Visualization

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-12

      Analyzing Symbolic Data

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      Pages 13-25

      Constraining Shape and Size in Clustering

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      Pages 27-39

      Dissolution and Isolation Robustness of Fixed Point Clusters

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      Pages 41-51

      ADCLUS

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      Pages 53-60

      Density-Based Multidimensional Scaling

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      Pages 61-69

      Classification of Binary Data Using a Spherical Distribution

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      Pages 71-80

      Fuzzy Clustering Based Regression with Attribute Weights

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      Pages 81-88

      Polynomial Regression on a Dependent Variable with Immeasurable Observations

  3. Methods in Fields

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 91-98

      Feedback Options for a Personal News Recommendation Tool

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      Pages 99-106

      Classification in Marketing Science

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      Pages 107-114

      Deriving a Statistical Model for the Prediction of Spiralling in BTA Deep-Hole-Drilling from a Physical Model

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      Pages 115-122

      Analyzing Protein–Protein Interaction with Variant Analysis

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      Pages 123-130

      Estimation for the Parameters in Geostatistics

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      Pages 131-140

      Identifying Patients at Risk

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      Book Chapter

      Pages 141-149

      Sequential Multiple Comparison Procedure for Finding a Changing Point in Dose Finding Test

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      Book Chapter

      Pages 151-159

      Semi-supervised Clustering of Yeast Gene Expression Data

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      Book Chapter

      Pages 161-168

      Event Detection in Environmental Scanning

  4. Applications in Clustering and Visualization

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 171-178

      External Asymmetric Multidimensional Scaling Study of Regional Closeness in Marriage among Japanese Prefectures

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      Book Chapter

      Pages 179-187

      Socioeconomic and Age Differences in Women's Cultural Consumption: Multidimensional Preference Analysis

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      Book Chapter

      Pages 189-196

      Analysis of Purchase Intentions at a Department Store by Three-Way Distance Model

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