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: Innovations in Intelligent Systems
  name:
    name part: Abraham, Ajith.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: van der Zwaag, Berend Jan.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2004
    edition: 1st ed. 2004.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XXV, 468 p. 16 illus., 6 illus. in color. online resource.
  abstract: Innovations in Intelligent Systems is a rare collection of the latest developments in intelligent paradigms such as knowledge-based systems, computational intelligence and hybrid combinations as well as practical applications in engineering, science, business and commerce. The book covers central topics such as intelligent multi-agent systems, data mining, case-based reasoning, and rough sets. Essential techniques to the development of intelligent machines are investigated such as pattern recognition and classification, machine learning, natural language processing, grammar, evolutionary schemes, fuzzy-neural procedures, and intelligent vision. The book also includes useful applications ranging from medical diagnosis and technical/medical language translation, to power demand forecasting and manufacturing plants. Due to its depth and breadth of the coverage and the usefulness of the techniques and applications, this book is a valuable reference for experts and students alike.
  table of contents: 1 Theory -- 1. Use of multi-category proximal SVM for data set reduction -- 2. Bayesian control of dynamic systems -- 3. AppART: a hybrid neural network based on adaptive resonance theory for universal function approximation -- 4. An algorithmic approach to the main concepts of rough set theory -- 5. Automated case selection from databases using similarity-based rough approximation -- 6. An induction algorithm with selection significance based on a fuzzy derivative -- 7. Model and fixpoint semantics for fuzzy disjunctive programs with weak similarity -- 8. An automated report generation tool for the data understanding phase -- 9. Finding trigonometric identities with tree adjunct grammar guided genetic programming -- 2 Applications -- 10. Modeling a distributed knowledge management for autonomous cooperative agents with knowledge migration -- 11. Intelligent information systems based on paraconsistent logic programs -- 12. Neuro-fuzzy paradigms for intelligent energy management -- 13. Information space optimization for inductive learning -- 14. Detecting, tracking, and classifying human movement using active contour models and neural networks -- 15. Fuzzy sets in investigation of human cognition processes -- 16. A full explanation facility for an MLP network that classifies low-back-pain patients and for predicting MLP reliability -- 17. Automatic translation to controlled medical vocabularies -- 18. A genetic programming for the induction of natural language parser -- List of contributors.
  note: edited by Ajith Abraham, Berend Jan van der Zwaag.
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Artificial intelligence
  subject:
    topic: Optical data processing
  subject:
    topic: Computer-aided engineering
  subject:
    topic: Operations research
  subject:
    topic: Decision making
  subject:
    topic: Mathematical and Computational Engineering
  subject:
    topic: Artificial Intelligence
  subject:
    topic: Computer Imaging, Vision, Pattern Recognition and Graphics
  subject:
    topic: Computer-Aided Engineering (CAD, CAE) and Design
  subject:
    topic: Applications of Mathematics
  subject:
    topic: Operations Research/Decision Theory
  classification: TA329-348
  classification: TA640-643
  classification: 519
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Fuzziness and Soft Computing, 140
  identifier: 9783540396154
  identifier: https://doi.org/10.1007/978-3-540-39615-4
  record info:
    record creation date: 130608
    record change date: 20191022101733.0
    record identifier: 978-3-540-39615-4