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  • Conference proceedings
  • © 2012

Challenges at the Interface of Data Analysis, Computer Science, and Optimization

Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010

Editors:

  1. Wolfgang A. Gaul

    1. Fak. Wirtschaftswissenschaften, Inst. Entscheidungstheorieund, Universität Karlsruhe (TH), Karlsruhe, Germany

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  2. Andreas Geyer-Schulz

    1. Insitute for Information Systems, and Management (IISM), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

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  3. Lars Schmidt-Thieme

    1. , Information Systems, University ofHildesheim, Hildesheim, Germany

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  4. Jonas Kunze

    1. Institute for Information Systems, and Management (IISM), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

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  • Focus on the interface between data analysis, computer science, and operations research
  • Cutting edge methods and results for many advanced data analysis problems
  • Covers traditional research directions as well as wide area of currently interesting application fields
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Classification, Data Analysis, and Knowledge Organization (STUDIES CLASS)

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Table of contents (60 papers)

  1. Analysis of Visual, Spatial, and Temporal Data

    1. Front Matter

      Pages 161-161
      PDF

    2. Clustering Temporal Population Patterns in Switzerland (1850–2000)

      • Martin Behnisch, Alfred Ultsch
      Pages 163-171

    3. p-adic Methods in Stereo Vision

      • Patrick Erik Bradley
      Pages 173-182

    4. Individualized Error Estimation for Classification and Regression Models

      • Krisztian Buza, Alexandros Nanopoulos, Lars Schmidt-Thieme
      Pages 183-191

    5. Evaluation of Spatial Cluster Detection Algorithms for Crime Locations

      • Marco Helbich, Michael Leitner
      Pages 193-201

    6. Checking Serial Independence of Residuals from a Nonlinear Model

      • Luca Bagnato, Antonio Punzo
      Pages 203-211

  2. Network Data, Graphs, and Social Relationships

    1. Front Matter

      Pages 213-213
      PDF

    2. Analysis of Network Data Based on Probability Neighborhood Cliques

      • Andreas Baumgart, Ulrich Müller-Funk
      Pages 215-223

    3. A Comparison of Agglomerative Hierarchical Algorithms for Modularity Clustering

      • Michael Ovelgönne, Andreas Geyer-Schulz
      Pages 225-232

    4. Network Data as Contiguity Constraints in Modeling Preference Data

      • Giuseppe Giordano, Germana Scepi
      Pages 233-241

    5. Clustering Coefficients of Random Intersection Graphs

      • Erhard Godehardt, Jerzy Jaworski, Katarzyna Rybarczyk
      Pages 243-253

    6. Immersive Dynamic Visualization of Interactions in a Social Network

      • Nicolas Greffard, Fabien Picarougne, Pascale Kuntz
      Pages 255-262

    7. Fuzzy Boolean Network Reconstruction

      • Martin Hopfensitz, Markus Maucher, Hans A. Kestler
      Pages 263-270

    8. GIRAN: A Dynamic Graph Interface to Neighborhoods of Related Articles

      • Andreas W. Neumann, Kiryl Batsiukov
      Pages 271-279

    10. The Degree Distribution in Random Intersection Graphs

      • Katarzyna Rybarczyk
      Pages 291-299

    11. Application of a Community Membership Life Cycle Model on Tag-Based Communities in Twitter

      • Andreas C. Sonnenbichler, Christopher Bazant
      Pages 301-309

  3. Text Mining

    1. Front Matter

      Pages 329-329
      PDF
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About this book

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.
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Keywords

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Editors and Affiliations

  • Fak. Wirtschaftswissenschaften, Inst. Entscheidungstheorieund, Universität Karlsruhe (TH), Karlsruhe, Germany

    Wolfgang A. Gaul

  • Insitute for Information Systems, and Management (IISM), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

    Andreas Geyer-Schulz

  • , Information Systems, University ofHildesheim, Hildesheim, Germany

    Lars Schmidt-Thieme

  • Institute for Information Systems, and Management (IISM), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

    Jonas Kunze

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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