Foreign-Exchange-Rate Forecasting With Artificial Neural Networks (Record no. 58276)

MARC details
000 -LEADER
fixed length control field 04387nam a22005535i 4500
001 - CONTROL NUMBER
control field 978-0-387-71720-3
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250710084013.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100715s2007 xxu| s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780387717203
-- 99780387717203
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-0-387-71720-3
Source of number or code doi
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 657.8333
Edition information 23
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 658.152
Edition information 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Yu, Lean.
Relator term author.
245 10 - TITLE STATEMENT
Title Foreign-Exchange-Rate Forecasting With Artificial Neural Networks
Medium [recurso electrónico] /
Statement of responsibility, etc. by Lean Yu, Shouyang Wang, Kin Keung Lai.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Boston, MA :
Name of producer, publisher, distributor, manufacturer Springer US,
Date of production, publication, distribution, manufacture, or copyright notice 2007.
300 ## - PHYSICAL DESCRIPTION
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term recurso en línea
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement International Series in Operations Research & Management Science,
International Standard Serial Number 0884-8289 ;
Volume/sequential designation 107
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface -- Are foreign exchange rates predictable? An anatomy of a survey from artificial neural networks perspective -- Basic principles of ANN algorithms -- Data preparation in neural network data analysis -- Forecasting foreign exchange rates using an adaptive back-propagation algorithm with optimal learning rate and momentum factor -- An online learning algorithm with adaptive forgetting factors for BP neural network in 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 rate forecasting -- A hybrid GA-based SVM model for foreign exchange market trends exploration -- Forecasting foreign exchange rates with a multistage neural network ensemble model -- Foreign exchange rate ensemble forecasting with neural network meta-learning -- A confidence-based neural network ensemble model for predicting foreign exchange market movement direction -- 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 implementation: developing an intelligent Forex rolling forecasting and trading decision support system II-An empirical and comprehensive assessment -- References -- Subject index -- Author index.
520 ## - SUMMARY, ETC.
Summary, etc. The book focuses on forecasting foreign exchange rates via artificial neural networks. It creates and applies the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange-rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges. Foreign Exchange Rate Forecasting with Artificial Neural Networks is targeted at both the academic and practitioner audiences. Managers, analysts and technical practitioners in financial institutions across the world will have considerable interest in the book, and scholars and graduate students studying financial markets and business forecast will also have considerable interest in the book.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ECONOMICS.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ELECTRONIC DATA PROCESSING.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ARTIFICIAL INTELLIGENCE.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element FINANCE.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COMPUTER SCIENCE
General subdivision MATHEMATICS.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element BANKS AND BANKING.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ECONOMICS/MANAGEMENT SCIENCE.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element FINANCE /BANKING.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element QUANTITATIVE FINANCE.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element OPERATIONS RESEARCH/DECISION THEORY.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ARTIFICIAL INTELLIGENCE (INCL. ROBOTICS).
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COMPUTATIONAL MATHEMATICS AND NUMERICAL ANALYSIS.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COMPUTING METHODOLOGIES.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wang, Shouyang.
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lai, Kin Keung.
Relator term author.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9780387717197
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title International Series in Operations Research & Management Science,
International Standard Serial Number 0884-8289 ;
Volume/sequential designation 107
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1007/978-0-387-71720-3">http://dx.doi.org/10.1007/978-0-387-71720-3</a>
Public note Ver el texto completo en las instalaciones del CICY
912 ## -
-- ZDB-2-SBE
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Libros electrónicos
Holdings
Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Total checkouts Full call number Date last seen Price effective from Koha item type
  Dewey Decimal Classification     Libro electrónico CICY CICY Libro electrónico 10.07.2025   657.8333 | 658.152 10.07.2025 10.07.2025 Libros electrónicos