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.
Gespeichert in:
| Körperschaft: | |
|---|---|
| Weitere Verfasser: | , , |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey, Pa. :
IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),
c2006.
|
| Schlagworte: | |
| Online-Zugang: | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-670-9 |
| Zusammenfassung: | "This book presents a variety of practical applications of neural networks in two important domains of economic activity: finance and manufacturing"--Provided by publisher. |
| Beschreibung: | electronic texts (x, 287 p. : ill.) : digital files. Also available in print. |
| Format: | Mode of access: World Wide Web. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 1591406722 (ebook) 9781591406723 (ebook) |
| Zugangseinschränkungen: | Restricted to subscribers or individual electronic text purchasers. |
Internformat
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| 245 | 0 | 0 | |a Artificial neural networks in finance and manufacturing |h [electronic resource] |c Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors]. |
| 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 Finance |x Computer simulation. | |
| 650 | 0 | |a Manufacturing processes |x Computer simulation. | |
| 650 | 0 | |a Neural networks (Computer science) |x Economic aspects. | |
| 650 | 0 | |a Neural networks (Computer science) |x Industrial applications. | |
| 700 | 1 | |a Begg, Rezaul. | |
| 700 | 1 | |a Kamruzzaman, Joarder. | |
| 700 | 1 | |a Sarker, Ruhul A. | |
| 710 | 2 | |a IGI Global. | |
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| contents | 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 -- 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 -- 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. |
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| dewey-ones | 332 - Financial economics |
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| dewey-search | 332.0285/632 |
| dewey-sort | 3332.0285 3632 |
| dewey-tens | 330 - Economics |
| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | ZDB-98-IGB-00000088 |
| illustrated | Illustrated |
| indexdate | 2024-11-26T14:51:47Z |
| institution | BVB |
| isbn | 1591406722 (ebook) 9781591406723 (ebook) |
| language | English |
| oclc_num | 707611804 |
| open_access_boolean | |
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| owner_facet | DE-863 DE-BY-FWS |
| physical | electronic texts (x, 287 p. : ill.) : digital files. Also available in print. |
| psigel | ZDB-98-IGB |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), |
| record_format | marc |
| spelling | Artificial neural networks in finance and manufacturing [electronic resource] Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors]. Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2006. electronic texts (x, 287 p. : ill.) : digital files. Includes bibliographical references and index. 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 -- 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 -- 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. Restricted to subscribers or individual electronic text purchasers. "This book presents a variety of practical applications of neural networks in two important domains of economic activity: finance and manufacturing"--Provided by publisher. Also available in print. Mode of access: World Wide Web. Title from PDF t.p. (viewed on May 25, 2010). Finance Computer simulation. Manufacturing processes Computer simulation. Neural networks (Computer science) Economic aspects. Neural networks (Computer science) Industrial applications. Begg, Rezaul. Kamruzzaman, Joarder. Sarker, Ruhul A. IGI Global. (Original) 1591406706 9781591406709 (DLC) 2006003560 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-670-9 |
| spellingShingle | Artificial neural networks in finance and manufacturing 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 -- 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 -- 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. Finance Computer simulation. Manufacturing processes Computer simulation. Neural networks (Computer science) Economic aspects. Neural networks (Computer science) Industrial applications. |
| title | Artificial neural networks in finance and manufacturing |
| title_auth | Artificial neural networks in finance and manufacturing |
| title_exact_search | Artificial neural networks in finance and manufacturing |
| title_full | Artificial neural networks in finance and manufacturing [electronic resource] Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors]. |
| title_fullStr | Artificial neural networks in finance and manufacturing [electronic resource] Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors]. |
| title_full_unstemmed | Artificial neural networks in finance and manufacturing [electronic resource] Joarder Kamruzzaman, Rezaul K. Begg, Ruhul A. Sarker [editors]. |
| title_short | Artificial neural networks in finance and manufacturing |
| title_sort | artificial neural networks in finance and manufacturing |
| topic | Finance Computer simulation. Manufacturing processes Computer simulation. Neural networks (Computer science) Economic aspects. Neural networks (Computer science) Industrial applications. |
| topic_facet | Finance Computer simulation. Manufacturing processes Computer simulation. Neural networks (Computer science) Economic aspects. Neural networks (Computer science) Industrial applications. |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-670-9 |
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