The Resource Wavelet neural networks : with applications in financial engineering, chaos, and classification, Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece

Wavelet neural networks : with applications in financial engineering, chaos, and classification, Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece

Label
Wavelet neural networks : with applications in financial engineering, chaos, and classification
Title
Wavelet neural networks
Title remainder
with applications in financial engineering, chaos, and classification
Statement of responsibility
Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece
Creator
Contributor
Subject
Language
eng
Summary
Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applications, specifically, providing the mathematical and statistical framework needed for model selection, variable selection, wavelet network construction, initialization, training, forecasting and prediction, confidence intervals, prediction intervals, and model adequacy testing
Cataloging source
DLC
Dewey number
006.3/2
Index
index present
LC call number
QA403.3
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Wavelet neural networks : with applications in financial engineering, chaos, and classification, Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
Machine learning and financial engineering -- Neural networks -- Wavelet neural networks -- Model selection : selecting the architecture of the network -- Variable selection : determining the explanatory variables -- Model adequacy testing : determining the networks future performance -- Modeling the uncertainty: from point estimates to prediction intervals -- Modeling financial temperature derivatives -- Modeling financial wind derivatives -- Predicting chaotic time series -- Classification of breast cancer cases
Control code
ocn866563831
Extent
1 online resource
Form of item
online
Isbn
9781306685009
Lccn
2013050697
Media category
computer
Media MARC source
rdamedia
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000567
http://library.link/vocab/recordID
.b30257402
Specific material designation
remote
System control number
  • (OCoLC)866563831
  • pebcs1118595505

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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