Skip to main content
SpringerLink
Log in
Book cover

Data Fusion and Perception

  • Book
  • © 2001

Overview

Editors:
  1. Giacomo Riccia

    1. Dipartimento di Matematica e Informatica, Università di Udine, Udine, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Hans-Joachim Lenz

    1. Inst. für Wirtschaftsinformatik, Freie Universität Berlin, Berlin, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Rudolf Kruse

    1. Institut für Informatik, Otto-von-Guericke-Universität, Magdeburg, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: CISM International Centre for Mechanical Sciences (CISM, volume 431)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (12 chapters)

  1. Front Matter

    Pages ii-x
    Download chapter PDF

  2. Learning and Space Structures

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Statistical Learning and Kernel Methods

      • Bernhard Schölkopf
      Pages 3-24

    3. A combined Bayes — maximum likelihood method for regression

      • Alexei Chervonenkis, Alex Gammerman, Mark Herbster
      Pages 25-49

  3. Data Fusion I

    1. Front Matter

      Pages 51-51
      Download chapter PDF

    2. Possibility Theory in Information Fusion

      • Didier Dubois, Henri Prade
      Pages 53-76

    3. Information Fusion in Neuro-Fuzzy Systems

      • Detlef D. Nauck, Rudolf Kruse
      Pages 77-90

    4. Qualitative Aggregation of Bayesian Networks

      • José del Sagrado, Serafín Moral
      Pages 91-108

    5. Classification and Fusion

      • Hans-Joachim Lenz, Mattis Neiling
      Pages 109-120

    6. On Information Fusion in the Life-Sciences

      • Olaf Wolkenhauer
      Pages 121-134

    7. Fusion of Image Information under Imprecision and Uncertainty: Numerical Methods

      • Isabelle Bloch
      Pages 135-168

  4. Emotions and Perceptions

    1. Front Matter

      Pages 169-169
      Download chapter PDF

    2. Facets of Emotions in Humans and Artifacts

      • Robert Trappl, Paolo Petta
      Pages 171-181

  5. Data Fusion II

    1. Front Matter

      Pages 183-183
      Download chapter PDF

    2. The Soul of A New Machine: The Soccer Robot Team of the FU Berlin

      • Raúl Rojas, Sven Behnke, Peter Ackers, Bernhard Frötschl, Wolf Linstrot, Manuel de Melo et al.
      Pages 185-207

    3. Fuzzy quantifiers: a linguistic technique for data fusion

      • Alois Knoll, Ingo Glöckner
      Pages 209-236

    4. Transformation of attribute space by function decomposition

      • Janez Demšar, Blaž Zupan, Ivan Bratko
      Pages 237-247

  6. Back Matter

    Pages 249-250
    Download chapter PDF
Back to top

Keywords

About this book

This work is a collection of front-end research papers on data fusion and perceptions. Authors are leading European experts of Artificial Intelligence, Mathematical Statistics and/or Machine Learning. Area overlaps with "Intelligent Data Analysis”, which aims to unscramble latent structures in collected data: Statistical Learning, Model Selection, Information Fusion, Soccer Robots, Fuzzy Quantifiers, Emotions and Artifacts.

Editors and Affiliations

  • Dipartimento di Matematica e Informatica, Università di Udine, Udine, Italy

    Giacomo Riccia

  • Inst. für Wirtschaftsinformatik, Freie Universität Berlin, Berlin, Germany

    Hans-Joachim Lenz

  • Institut für Informatik, Otto-von-Guericke-Universität, Magdeburg, Germany

    Rudolf Kruse

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation