Cover Image

Artificial neural networks in finance and manufacturing

"This book presents a variety of practical applications of neural networks in two important domains of economic activity: finance and manufacturing"--Provided by publisher.

Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Kamruzzaman, Joarder., Begg, Rezaul., Sarker, Ruhul A.
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2006.
Subjects:
Neural networks (Computer science) > Economic aspects.
Neural networks (Computer science) > Industrial applications.
Finance > Computer simulation.
Manufacturing processes > Computer simulation.
Online Access:View fulltext via EzAccess
LEADER 04298nam a2200517 a 4500
001 29176
003 IGIG
005 20100606233706.0
006 m e d
007 cr bn||||m|||a
008 100525s2006 paua fsb 001 0 eng d
010 # # |z 2006003560 
020 # # |z 1591406706 (hardcover) 
020 # # |z 9781591406709 (hardcover) 
020 # # |z 1591406714 (softcover) 
020 # # |z 9781591406716 (softcover) 
020 # # |a 1591406722 (ebook) 
020 # # |a 9781591406723 (ebook) 
024 7 # |a 10.4018/978-1-59140-670-9  |2 doi 
035 # # |a (CaBNVSL)gtp00540438 
035 # # |a (OCoLC)707611804 
040 # # |a CaBNVSL  |c CaBNVSL  |d CaBNVSL 
050 # 4 |a HD30.2  |b .N48 2006e 
082 0 4 |a 332.0285/632  |2 22 
245 0 0 |a Artificial neural networks in finance and manufacturing  |c Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors].  |h [electronic resource] / 
260 # # |a Hershey, Pa. :  |b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),  |c c2006. 
300 # # |a electronic texts (x, 287 p. : ill.) :  |b digital files. 
504 # # |a Includes bibliographical references and index. 
505 0 # |a Section I. Introduction -- Chapter I. Artificial Neural Networks: Applications in Finance and Manufacturing / Joarder Kamruzzaman, Ruhul A. Sarker, Rezaul K. Begg -- Chapter II. Simultaneous Evolution of Network Architectures and Connection Weights in Artificial Neural Networks / Ruhul A. Sarker, Hussein A. Abbass -- 
505 0 # |a Section II. ANNs in finance -- Chapter III. Neural Network-Based Stock Market Return Forecasting Using Data Mining for Variable Reduction / David Enke -- Chapter IV. Hybrid-Learning Methods for Stock Index Modeling / Yuehui Chen, Ajith Abraham -- Chapter V. Application of Higher-Order Neural Networks to Financial Time-Series Prediction / John Fulcher, Ming Zhang, Shuxiang Xu -- Chapter VI. Hierarchical Neural Networks for Modelling Adaptive Financial Systems / Masoud Mohammadian, Mark Kingham -- Chapter VII. Forecasting the Term Structure of Interest Rates Using Neural Networks / Sumit Kumar Bose, Janardhanan Sethuraman, Sadhalaxmi Raipet -- Chapter VIII. Modeling and Prediction of Foreign Currency Exchange Markets / Joarder Kamruzzaman, Ruhul A. Sarker, Rezaul K. Begg -- Chapter IX. Improving Returns on Stock Investment through Neural Network Selection / Tong-Seng Quah -- 
505 0 # |a Section III: ANNs in manufacturing -- Chapter X. Neural Networks in Manufacturing Operations / Eldon Gunn, Corinne MacDonald -- Chapter XI. High-Pressure Die-Casting Process Modeling Using Neural Networks / M. Imad Khan, Saeid Nahavandi, Yakov Frayman -- Chapter XII. Neural Network Models for the Estimation of Product Costs: An Application in the Automotive Industry / Sergio Cavalieri, Paolo Maccarrone, Roberto Pinto -- Chapter XIII. A Neural-Network-Assisted Optimization Framework and Its Use for Optimum-Parameter Identification / Tapabrata Ray -- Chapter XIV. Artificial Neural Networks in Manufacturing: Scheduling / George A. Rovithakis, Stelios E. Perrakis, Manolis A. Christodoulou -- Chapter XV. Recognition of Lubrication Defects in Cold Forging Process with a Neural Network / Bernard F. Rolfe, Yakov Frayman,Georgina L. Kelly, Saeid Nahavandi -- About the Authors -- Index. 
506 # # |a Restricted to subscribers or individual electronic text purchasers. 
520 3 # |a "This book presents a variety of practical applications of neural networks in two important domains of economic activity: finance and manufacturing"--Provided by publisher. 
530 # # |a Also available in print. 
538 # # |a Mode of access: World Wide Web. 
588 # # |a Title from PDF t.p. (viewed on May 25, 2010). 
650 # 0 |a Neural networks (Computer science)  |x Economic aspects. 
650 # 0 |a Neural networks (Computer science)  |x Industrial applications. 
650 # 0 |a Finance  |x Computer simulation. 
650 # 0 |a Manufacturing processes  |x Computer simulation. 
700 1 # |a Kamruzzaman, Joarder. 
700 1 # |a Begg, Rezaul. 
700 1 # |a Sarker, Ruhul A. 
710 2 # |a IGI Global. 
776 0 # |c (Original)  |w (DLC) 2006003560  |z 9781591406709  |z 1591406706 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-670-9  |z View fulltext via EzAccess 

Similar Items