The Resource Intelligent systems and financial forecasting, Jason Kingdon, (electronic resource)

Intelligent systems and financial forecasting, Jason Kingdon, (electronic resource)

Label
Intelligent systems and financial forecasting
Title
Intelligent systems and financial forecasting
Statement of responsibility
Jason Kingdon
Creator
Subject
Genre
Language
eng
Summary
This book examines the design of an automated system for financial time series forecasting. It explores the level of automation which can be achieved by a system for modelling a given financial time series with the minimum of human intervention. It aims to help the reader understand the issues involved in setting neural network, or genetic algorithm parameters, and to develop methods to deal with the problems they raise in a practical manner. Intelligent Systems and Financial Forecasting will provide invaluable reading material for academic and industrial researchers (particularly those with an interest in the application of adaptive system technology), information technology consultants applying adaptive system techniques, and graduate/postgraduate students in machine learning, AI, business modelling and finance
Member of
Action
digitized
Cataloging source
OCLCE
http://library.link/vocab/creatorName
Kingdon, J.
Dewey number
332.0285632
Illustrations
illustrations
Index
index present
LC call number
HG4515.5
LC item number
.K56 1997
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Perspectives in neural computing
http://library.link/vocab/subjectName
  • Finance
  • Finance
  • Time-series analysis
  • Artificial intelligence
  • Neural networks (Computer science)
  • Genetic algorithms
  • Fuzzy logic
  • Inteligencia artificial (computacao)
  • Finances
  • Finances
  • Séries chronologiques
  • Intelligence artificielle
  • Réseaux neuronaux (informatique)
  • Logique floue
  • Artificial intelligence
  • Finance
  • Finance
  • Fuzzy logic
  • Genetic algorithms
  • Neural networks (Computer science)
  • Time-series analysis
Label
Intelligent systems and financial forecasting, Jason Kingdon, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4471-0949-5
Instantiates
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references (p. 217-224) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. From Learning Systems to Financial Modelling -- 2. Adaptive Systems and Financial Modelling -- 3. Feed-Forward Neural Network Modelling -- 4. Genetic Algorithms -- 5. Hypothesising Neural Nets -- 6. Automating Neural Net Time Series Analysis -- 7. The Data: The Long Gilt Futures Contract -- 8. Experimental Results -- 9. Summary, Conclusions and Future Work -- App. A. Test Functions -- App. B. ANTAS Outline Code -- App. C. ANTAS Results
Dimensions
unknown
Extent
1 online resource (xii, 227 pages)
Form of item
online
Isbn
9781447109495
Isbn Type
(electronic bk.)
Level of compression
  • lossless
  • lossy
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Reformatting quality
  • preservation
  • access
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (OCoLC)647118874
  • (OCoLC)ocn647118874
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Label
Intelligent systems and financial forecasting, Jason Kingdon, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4471-0949-5
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references (p. 217-224) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. From Learning Systems to Financial Modelling -- 2. Adaptive Systems and Financial Modelling -- 3. Feed-Forward Neural Network Modelling -- 4. Genetic Algorithms -- 5. Hypothesising Neural Nets -- 6. Automating Neural Net Time Series Analysis -- 7. The Data: The Long Gilt Futures Contract -- 8. Experimental Results -- 9. Summary, Conclusions and Future Work -- App. A. Test Functions -- App. B. ANTAS Outline Code -- App. C. ANTAS Results
Dimensions
unknown
Extent
1 online resource (xii, 227 pages)
Form of item
online
Isbn
9781447109495
Isbn Type
(electronic bk.)
Level of compression
  • lossless
  • lossy
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Reformatting quality
  • preservation
  • access
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (OCoLC)647118874
  • (OCoLC)ocn647118874
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

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