rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Do Smart Adaptive Systems Exist?
    sub title: Best Practice for Selection and Combination of Intelligent Methods
  name:
    name part: Gabrys, Bogdan.
    role:
      role term: editor.
  name:
    name part: Leiviskä, Kauko.
    role:
      role term: editor.
  name:
    name part: Strackeljan, Jens.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2005
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: X, 370 p. online resource.
  abstract: This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most recent research results but a practical guide for experts from other areas and industrial users who are interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions. Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future. An integration of these communities has been one of the main goals of the European Network of Excellence on Smart Adaptive Systems (EUNITE) within which the idea of compiling such a volume has originated. Over three years of various EUNITE activities focusing on issues of adaptation and intelligent behaviour of computing and engineering systems has also led to posing the question which is the title of this book: Do smart adaptive systems exist?
  table of contents: Intelligent Systems: Architectures and Perspectives -- Do Smart Adaptive Systems Exist? — Introduction -- Problem Definition — From Applications to Methods -- Problem Definition — From Applications to Methods -- Data Preparation and Preprocessing -- Data Preparation and Preprocessing -- From Methods To Applications -- Artificial Neural Networks -- Machine Learning and Reinforcement Learning -- Fuzzy Expert Systems -- Learning Algorithms for Neuro-Fuzzy Systems -- Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers -- Evolving Connectionist Systems with Evolutionary Self-Optimisatio -- From Applications To Methods -- Monitoring -- Examples of Smart Adaptive Systems in Model-Based Diagnosis -- Design of Adaptive Fuzzy Controllers -- Optimal Design Synthesis of Component-Based Systems Using Intelligent Techniques -- Intelligent Methods in Finance Applications: From Questions to Solutions -- Neuro-Fuzzy Systems for Explaining Data Sets -- Fuzzy Linguistic Data Summaries as a Human Consistent, User Adaptable Solution to Data Mining -- Adaptive Multimedia Retrieval: From Data to User Interaction.
  note: edited by Bogdan Gabrys, Kauko Leiviskä, Jens Strackeljan.
  subject:
    topic: Engineering
  subject:
    topic: Operations research
  subject:
    topic: Decision making
  subject:
    topic: Artificial intelligence
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Statistical physics
  subject:
    topic: Dynamical systems
  subject:
    topic: Computational intelligence
  subject:
    topic: Engineering
  subject:
    topic: Computational Intelligence
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Statistical Physics, Dynamical Systems and Complexity
  subject:
    topic: Operation Research/Decision Theory
  subject:
    topic: Applications of Mathematics
  classification: Q342
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Fuzziness and Soft Computing, 173
  identifier: 9783540323747
  identifier: http://dx.doi.org/10.1007/3-540-32374-0
  record info:
    record creation date: 100301
    record change date: 20151204143538.0
    record identifier: 978-3-540-32374-7