Taylor's Library

Foreign-exchange-rate forecasting with artificial neural networks / (Record no. 106173)

000 -LEADER
fixed length control field 02492nam a2200277 a 4500
001 - CONTROL NUMBER
control field vtls003124707
003 - CONTROL NUMBER IDENTIFIER
control field MY-SjTCS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200226113250.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110218s2007 nyua b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780387717197 (hbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0387717196 (hbk.)
039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE]
Level of rules in bibliographic description 201102181757
Level of effort used to assign nonsubject heading access points VLOAD
Level of effort used to assign subject headings 200812151459
Level of effort used to assign classification pushpa
Level of effort used to assign subject headings 200811261530
Level of effort used to assign classification radtha
Level of effort used to assign subject headings 200811261514
Level of effort used to assign classification radtha
-- 200809191425
-- meena
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.32
Item number YUL
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Yu, Lean.
9 (RLIN) 31485
245 10 - TITLE STATEMENT
Title Foreign-exchange-rate forecasting with artificial neural networks /
Statement of responsibility, etc. Lean Yu, Shouyang Wang, Kin Keung Lai
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New York :
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. c2007.
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 313 p. :
Other physical details ill. ;
Dimensions 25 cm.
440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE
Title International series in operations research & management science ;
Volume/sequential designation v. 107
9 (RLIN) 26712
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (p. [291]-310) and index
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Are foreign exchange rates predictable? A literature review from artificial neural networks perspective.- Basic principles of ANN - Data preparation in neural network data analysis.- Forecasting foreign exchange rates using an adaptive back-propagation algorithm with optimal learning rate and momentum factors - An online BP learning algorithm with adaptive forgetting factors for foreign exchange rate forecasting.- An improved BP algorithm with adaptive smoothing momentum terms for foreign exchange rate prediction.- Hybridizing BPNN and exponential smoothing for foreign exchange rate prediction.- A nonlinear combined model integrating ANN and GLAR for exchange rates forecasting.- A hybrid GA-based SVM model for foreign exchange market trends exploration.- Forecasting foreign exchange rates with a multistage neural network ensemble model.- Neural networks meta-learning for foreign exchange rate ensemble forecasting - Predicting foreign exchange market movement direction using a confidence-based neural network ensemble model - Foreign exchange rates forecasting with multiple candidate models: selecting or combining?.- Developing an intelligent Forex rolling forecasting and trading decision support system I: conceptual framework, modeling techniques and system implementations - Developing an intelligent Forex rolling forecasting and trading decision support system II-An empirical and comprehensive assessment.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Foreign exchange rates
General subdivision Forecasting
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neural networks (Computer science)
9 (RLIN) 6921
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wang, Shouyang
9 (RLIN) 31486
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lai, Kin Keung
9 (RLIN) 31489
920 ## - Programme
Programme ENG : 32866
999 ## - SYSTEM CONTROL NUMBERS (KOHA)
Koha biblionumber 106173
Koha biblioitemnumber 106173
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Cost, normal purchase price Total Checkouts Barcode Date last seen Date last checked out Copy number Uniform Resource Identifier Cost, replacement price Koha item type Public note
          Taylor's Library-TU Taylor's Library-TU 2008-11-26 433.50 8 5000158754 2019-12-05 2017-11-24 1 Floor 3, Shelf 2, Side 1, TierNo 3, BayNo 1 433.50 Main Collection SOExx,07015,03,CL