Business intelligence in economic forecasting: technologies and techniques
With the rapid development of economic globalization and information technology, the field of economic forecasting continues its expeditious advancement, providing business and government with applicable technologies. This book discusses various business intelligence techniques including neural netw...
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| Corporate Author: | |
|---|---|
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hershey, Pa. :
IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),
c2010.
|
| Subjects: | |
| Online Access: | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-629-2 |
| Summary: | With the rapid development of economic globalization and information technology, the field of economic forecasting continues its expeditious advancement, providing business and government with applicable technologies. This book discusses various business intelligence techniques including neural networks, support vector machine, genetic programming, clustering analysis, TEI@I, fuzzy systems, text mining, and many more. It serves as a valuable reference for professionals and researchers interested in BI technologies and their practical applications in economic forecasting, as well as policy makers in business organizations and governments. |
| Physical Description: | 1 Online-Ressource (336 p. : ill.) : digital files. Also available in print. |
| Format: | Mode of access: World Wide Web. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781615206308 (ebook) |
| Access: | Restricted to subscribers or individual electronic text purchasers. |
Staff View
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| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | |a Macroeconomic Forecasting Using Genetic Programming Based Vector Error Correction Model / Xi Chen, Ye Pang, Guihuan Zheng -- Economic Forecasting Techniques and Their Applications / Cengiz Kahraman ... [et al.] -- Logistic Analysis of Business Cycles, Economic Bubbles and Crises / Stasys Girdzijauskas, Dalia Streimikiene -- A Visualization and Clustering Approach to Analyzing the Early Warning Signals of Currency Crises / Shuhua Liu ... [et al.] -- Economic Analysis of Systems under a Monopoly Based on a Reliability-Quality Index / Takeshi Koide, Hiroaki Sandoh, Wuyi Yue -- A Confidence-Based RBF Neural Network Ensemble Learning Paradigm with Application to Delinquent Prediction for Credit Risk Management / Lean Yu, Shouyang Wang -- Empirical Evaluation of Ensemble Learning for Credit Scoring / Gang Wang ... [et al.] -- Bankruptcy Prediction Using Principal Component Analysis Based Neural Network Models / G. Pai, G. Pai -- A Mixture Price Trend Model for Long-Term Risk Management / Eric Fung, Wai-Ki Ching, Tak-Kuen Siu -- Increasing Translation Invariant Morphological Forecasting Models for Stock Market Prediction / Ricardo Araújo -- On the Efficient Dynamical Financial Analysis Computation Supported by UML(VR) / Leszek Kotulski, Marcin Tusiewicz, Dariusz Dymek -- Forecasting Crude Oil Demand Using a Hybrid SVR and Markov Approach / Wei Xu, Jue Wang, Jian Ma -- Analysis and Forecasting of Port Logistics Using TEI@I Methodology / Xin Tian ... [et al.] -- | |
| 505 | 0 | |a Time Series Based House Sale Value Market Forecasting Using Genetically Evolved Neural Networks / George Atsalakis ... [et al.] -- Implementing Business Intelligence in Electricity Markets / José Cancelo, Antoni Espasa -- Electricity Demand Forecasting / Fawwaz Elakrmi, Nazih Abu Shikhah -- Electricity Load Forecasting Using Machine Learning Techniques / Manuel Acera. | |
| 506 | 1 | |a Restricted to subscribers or individual electronic text purchasers. | |
| 520 | 3 | |a With the rapid development of economic globalization and information technology, the field of economic forecasting continues its expeditious advancement, providing business and government with applicable technologies. This book discusses various business intelligence techniques including neural networks, support vector machine, genetic programming, clustering analysis, TEI@I, fuzzy systems, text mining, and many more. It serves as a valuable reference for professionals and researchers interested in BI technologies and their practical applications in economic forecasting, as well as policy makers in business organizations and governments. | |
| 530 | |a Also available in print. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | 0 | |a Title from ebook home page (viewed on August 18, 2010). | |
| 650 | 0 | |a Business intelligence. | |
| 650 | 0 | |a Economic forecasting. | |
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| 700 | 1 | |a Wang, Shouyang |d 1958- | |
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| contents | Macroeconomic Forecasting Using Genetic Programming Based Vector Error Correction Model / Xi Chen, Ye Pang, Guihuan Zheng -- Economic Forecasting Techniques and Their Applications / Cengiz Kahraman ... [et al.] -- Logistic Analysis of Business Cycles, Economic Bubbles and Crises / Stasys Girdzijauskas, Dalia Streimikiene -- A Visualization and Clustering Approach to Analyzing the Early Warning Signals of Currency Crises / Shuhua Liu ... [et al.] -- Economic Analysis of Systems under a Monopoly Based on a Reliability-Quality Index / Takeshi Koide, Hiroaki Sandoh, Wuyi Yue -- A Confidence-Based RBF Neural Network Ensemble Learning Paradigm with Application to Delinquent Prediction for Credit Risk Management / Lean Yu, Shouyang Wang -- Empirical Evaluation of Ensemble Learning for Credit Scoring / Gang Wang ... [et al.] -- Bankruptcy Prediction Using Principal Component Analysis Based Neural Network Models / G. Pai, G. Pai -- A Mixture Price Trend Model for Long-Term Risk Management / Eric Fung, Wai-Ki Ching, Tak-Kuen Siu -- Increasing Translation Invariant Morphological Forecasting Models for Stock Market Prediction / Ricardo Araújo -- On the Efficient Dynamical Financial Analysis Computation Supported by UML(VR) / Leszek Kotulski, Marcin Tusiewicz, Dariusz Dymek -- Forecasting Crude Oil Demand Using a Hybrid SVR and Markov Approach / Wei Xu, Jue Wang, Jian Ma -- Analysis and Forecasting of Port Logistics Using TEI@I Methodology / Xin Tian ... [et al.] -- Time Series Based House Sale Value Market Forecasting Using Genetically Evolved Neural Networks / George Atsalakis ... [et al.] -- Implementing Business Intelligence in Electricity Markets / José Cancelo, Antoni Espasa -- Electricity Demand Forecasting / Fawwaz Elakrmi, Nazih Abu Shikhah -- Electricity Load Forecasting Using Machine Learning Techniques / Manuel Acera. |
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| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | ZDB-98-IGB-00037325 |
| illustrated | Illustrated |
| indexdate | 2025-03-18T14:30:24Z |
| institution | BVB |
| isbn | 9781615206308 (ebook) |
| language | English |
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| publisher | IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), |
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| spelling | Business intelligence in economic forecasting [electronic resource] technologies and techniques [edited by] Jue Wang, Shouyang Wang. Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010. 1 Online-Ressource (336 p. : ill.) : digital files. Includes bibliographical references. Macroeconomic Forecasting Using Genetic Programming Based Vector Error Correction Model / Xi Chen, Ye Pang, Guihuan Zheng -- Economic Forecasting Techniques and Their Applications / Cengiz Kahraman ... [et al.] -- Logistic Analysis of Business Cycles, Economic Bubbles and Crises / Stasys Girdzijauskas, Dalia Streimikiene -- A Visualization and Clustering Approach to Analyzing the Early Warning Signals of Currency Crises / Shuhua Liu ... [et al.] -- Economic Analysis of Systems under a Monopoly Based on a Reliability-Quality Index / Takeshi Koide, Hiroaki Sandoh, Wuyi Yue -- A Confidence-Based RBF Neural Network Ensemble Learning Paradigm with Application to Delinquent Prediction for Credit Risk Management / Lean Yu, Shouyang Wang -- Empirical Evaluation of Ensemble Learning for Credit Scoring / Gang Wang ... [et al.] -- Bankruptcy Prediction Using Principal Component Analysis Based Neural Network Models / G. Pai, G. Pai -- A Mixture Price Trend Model for Long-Term Risk Management / Eric Fung, Wai-Ki Ching, Tak-Kuen Siu -- Increasing Translation Invariant Morphological Forecasting Models for Stock Market Prediction / Ricardo Araújo -- On the Efficient Dynamical Financial Analysis Computation Supported by UML(VR) / Leszek Kotulski, Marcin Tusiewicz, Dariusz Dymek -- Forecasting Crude Oil Demand Using a Hybrid SVR and Markov Approach / Wei Xu, Jue Wang, Jian Ma -- Analysis and Forecasting of Port Logistics Using TEI@I Methodology / Xin Tian ... [et al.] -- Time Series Based House Sale Value Market Forecasting Using Genetically Evolved Neural Networks / George Atsalakis ... [et al.] -- Implementing Business Intelligence in Electricity Markets / José Cancelo, Antoni Espasa -- Electricity Demand Forecasting / Fawwaz Elakrmi, Nazih Abu Shikhah -- Electricity Load Forecasting Using Machine Learning Techniques / Manuel Acera. Restricted to subscribers or individual electronic text purchasers. With the rapid development of economic globalization and information technology, the field of economic forecasting continues its expeditious advancement, providing business and government with applicable technologies. This book discusses various business intelligence techniques including neural networks, support vector machine, genetic programming, clustering analysis, TEI@I, fuzzy systems, text mining, and many more. It serves as a valuable reference for professionals and researchers interested in BI technologies and their practical applications in economic forecasting, as well as policy makers in business organizations and governments. Also available in print. Mode of access: World Wide Web. Title from ebook home page (viewed on August 18, 2010). Business intelligence. Economic forecasting. Wang, Jue 1978- Wang, Shouyang 1958- IGI Global. (Original) 9781615206292 (DLC) 2009041336 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-629-2 |
| spellingShingle | Business intelligence in economic forecasting technologies and techniques Macroeconomic Forecasting Using Genetic Programming Based Vector Error Correction Model / Xi Chen, Ye Pang, Guihuan Zheng -- Economic Forecasting Techniques and Their Applications / Cengiz Kahraman ... [et al.] -- Logistic Analysis of Business Cycles, Economic Bubbles and Crises / Stasys Girdzijauskas, Dalia Streimikiene -- A Visualization and Clustering Approach to Analyzing the Early Warning Signals of Currency Crises / Shuhua Liu ... [et al.] -- Economic Analysis of Systems under a Monopoly Based on a Reliability-Quality Index / Takeshi Koide, Hiroaki Sandoh, Wuyi Yue -- A Confidence-Based RBF Neural Network Ensemble Learning Paradigm with Application to Delinquent Prediction for Credit Risk Management / Lean Yu, Shouyang Wang -- Empirical Evaluation of Ensemble Learning for Credit Scoring / Gang Wang ... [et al.] -- Bankruptcy Prediction Using Principal Component Analysis Based Neural Network Models / G. Pai, G. Pai -- A Mixture Price Trend Model for Long-Term Risk Management / Eric Fung, Wai-Ki Ching, Tak-Kuen Siu -- Increasing Translation Invariant Morphological Forecasting Models for Stock Market Prediction / Ricardo Araújo -- On the Efficient Dynamical Financial Analysis Computation Supported by UML(VR) / Leszek Kotulski, Marcin Tusiewicz, Dariusz Dymek -- Forecasting Crude Oil Demand Using a Hybrid SVR and Markov Approach / Wei Xu, Jue Wang, Jian Ma -- Analysis and Forecasting of Port Logistics Using TEI@I Methodology / Xin Tian ... [et al.] -- Time Series Based House Sale Value Market Forecasting Using Genetically Evolved Neural Networks / George Atsalakis ... [et al.] -- Implementing Business Intelligence in Electricity Markets / José Cancelo, Antoni Espasa -- Electricity Demand Forecasting / Fawwaz Elakrmi, Nazih Abu Shikhah -- Electricity Load Forecasting Using Machine Learning Techniques / Manuel Acera. Business intelligence. Economic forecasting. |
| title | Business intelligence in economic forecasting technologies and techniques |
| title_auth | Business intelligence in economic forecasting technologies and techniques |
| title_exact_search | Business intelligence in economic forecasting technologies and techniques |
| title_full | Business intelligence in economic forecasting [electronic resource] technologies and techniques [edited by] Jue Wang, Shouyang Wang. |
| title_fullStr | Business intelligence in economic forecasting [electronic resource] technologies and techniques [edited by] Jue Wang, Shouyang Wang. |
| title_full_unstemmed | Business intelligence in economic forecasting [electronic resource] technologies and techniques [edited by] Jue Wang, Shouyang Wang. |
| title_short | Business intelligence in economic forecasting |
| title_sort | business intelligence in economic forecasting technologies and techniques |
| title_sub | technologies and techniques |
| topic | Business intelligence. Economic forecasting. |
| topic_facet | Business intelligence. Economic forecasting. |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-629-2 |
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