Computational Intelligence Techniques for Trading and Investment

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9780415636803: Computational Intelligence Techniques for Trading and Investment

Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex environments. This book provides an interdisciplinary view of current technological advances and challenges concerning the application of computational intelligence techniques to financial time-series forecasting, trading and investment.

The book is divided into five parts. The first part introduces the most important computational intelligence and financial trading concepts, while also presenting the most important methodologies from these different domains. The second part is devoted to the application of traditional computational intelligence techniques to the fields of financial forecasting and trading, and the third part explores the applications of artificial neural networks in these domains. The fourth part delves into novel evolutionary-based hybrid methodologies for trading and portfolio management, while the fifth part presents the applications of advanced computational intelligence modelling techniques in financial forecasting and trading.

This volume will be useful for graduate and postgraduate students of finance, computational finance, financial engineering and computer science. Practitioners, traders and financial analysts will also benefit from this book.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

About the Author:

Christian Dunis is Emeritus Professor of Banking and Finance at Liverpool John Moores University, UK and Joint General Manager of global risk and new products at Horus Partners Wealth Management Group SA, Switzerland.

Spiros Likothanassis is Professor and Director at the Pattern Recognition Laboratory in the Department of Computer Engineering and Informatics at the University of Patras, Greece.

Andreas Karathanasopoulos is Senior Lecturer in Finance and Risk Management at the University of East London, UK

Georgios Sermpinis is Senior Lecturer in Economics at the University of Glasgow, UK.

Konstantinos Theofilatos is a Post-Doctoral Researcher in the Department of Computer Engineering and Informatics at the University of Patras, Greece.

Contenuti:

Part I: Introduction  1. Computational Intelligence: Recent advances, perspectives and open problems K. Theofilatos, E. Georgopoulos, S. Likothanassis and S. Mavroudi  2. Forecasting and trading strategies: A survey C. Stasinakis and G. Sermpinis  Part II: Trading and Investments with Traditional Computational Intelligence Techniques  3. Hidden Markov Models: Financial modelling and applications S. Mitra  4. Modelling and Trading Financial Time-Series Using Kalman Filters and ARMA Modelling C. Dimitrakopoulos, A. Karathanasopoulos, G. Sermpinis and S. Likothanassis  Part III: Trading and Investments with Artificial Neural Networks  5. Modelling and Trading the Corn/Ethanol Crush Spread with Neural Networks C. Dunis, J. Laws, P. Middleton and A. Karathanasopoulos  6. Trading Decision Support with Historically Consistent Neural Networks J. Von Mettenheim  Part IV: Trading and Investments with Hybrid Evolutionary Methodologies  7. Modelling and Trading Financial Time-Series Using Adaptive Evolutionary Neural Networks K. Theofilatos, T. Amorgianiotis, A. Karathanasopoulos, G. Sermpinis and S. Likothanassis  8. Portfolio Construction Using Argumentation and Hybrid Evolutionary Forecasting Algorithms N. Spanoudakis, K. Pendaraki and G. Beligiannis  Part V: Trading and Investments with Advanced Computational Intelligence Modelling Techniques  9. Forecasting DAX30 Using Support Vector Machine and VDAX R. Rosillo, J. Giner and D. de la Fuente  10. Ensemble Learning of High-Dimensional Stock Market Data M. Maragoudakis and D. Serpanos

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

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DUNIS, CHRISTIAN; LIKOTHANASSIS, SPIROS; KARATHANASOPOULOS, ANDREAS; SERMPINIS, GEORGIOS; THEOFILATOS, KONSTANTINOS
Editore: Routledge (2014)
ISBN 10: 0415636809 ISBN 13: 9780415636803
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Descrizione libro Routledge, 2014. Hardback. Condizione libro: NEW. 9780415636803 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0503501

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Editore: Taylor Francis Ltd, United Kingdom (2014)
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Descrizione libro Taylor Francis Ltd, United Kingdom, 2014. Hardback. Condizione libro: New. New.. 234 x 155 mm. Language: English . Brand New Book. Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex environments. This book provides an interdisciplinary view of current technological advances and challenges concerning the application of computational intelligence techniques to financial time-series forecasting, trading and investment. The book is divided into five parts. The first part introduces the most important computational intelligence and financial trading concepts, while also presenting the most important methodologies from these different domains. The second part is devoted to the application of traditional computational intelligence techniques to the fields of financial forecasting and trading, and the third part explores the applications of artificial neural networks in these domains. The fourth part delves into novel evolutionary-based hybrid methodologies for trading and portfolio management, while the fifth part presents the applications of advanced computational intelligence modelling techniques in financial forecasting and trading. This volume will be useful for graduate and postgraduate students of finance, computational finance, financial engineering and computer science. Practitioners, traders and financial analysts will also benefit from this book. Codice libro della libreria AAC9780415636803

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Editore: Taylor Francis Ltd, United Kingdom (2014)
ISBN 10: 0415636809 ISBN 13: 9780415636803
Nuovi Rilegato Quantità: 1
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Descrizione libro Taylor Francis Ltd, United Kingdom, 2014. Hardback. Condizione libro: New. New.. 234 x 155 mm. Language: English . Brand New Book. Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex environments. This book provides an interdisciplinary view of current technological advances and challenges concerning the application of computational intelligence techniques to financial time-series forecasting, trading and investment. The book is divided into five parts. The first part introduces the most important computational intelligence and financial trading concepts, while also presenting the most important methodologies from these different domains. The second part is devoted to the application of traditional computational intelligence techniques to the fields of financial forecasting and trading, and the third part explores the applications of artificial neural networks in these domains. The fourth part delves into novel evolutionary-based hybrid methodologies for trading and portfolio management, while the fifth part presents the applications of advanced computational intelligence modelling techniques in financial forecasting and trading. This volume will be useful for graduate and postgraduate students of finance, computational finance, financial engineering and computer science. Practitioners, traders and financial analysts will also benefit from this book. Codice libro della libreria AAC9780415636803

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Dunis, Christian (Editor)/ Likothanassis, Spiros (Editor)/ Karathanasopoulos, Andreas (Editor)/ Sermpinis, Georgios (Editor)
Editore: Routledge (2014)
ISBN 10: 0415636809 ISBN 13: 9780415636803
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Descrizione libro Routledge, 2014. Hardcover. Condizione libro: Brand New. 217 pages. 9.25x6.50x1.00 inches. In Stock. Codice libro della libreria __0415636809

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Dunis, Christian (Editor)/ Likothanassis, Spiros (Editor)/ Karathanasopoulos, Andreas (Editor)/ Sermpinis, Georgios (Editor)
Editore: Routledge (2014)
ISBN 10: 0415636809 ISBN 13: 9780415636803
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Descrizione libro Routledge, 2014. Hardcover. Condizione libro: Brand New. 217 pages. 9.25x6.50x1.00 inches. In Stock. Codice libro della libreria z-0415636809

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Dunis, Christian (EDT)/ Likothanassis, Spiros (EDT)/ Karathanasopoulos, Andreas (EDT)/ Sermpinis, Georgios (EDT)
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ISBN 10: 0415636809 ISBN 13: 9780415636803
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Descrizione libro Taylor & Francis, 2014. Hardcover. Condizione libro: New. 16.51 x 23.5 cm. Our orders are sent from our warehouse locally or directly from our international distributors to allow us to offer you the best possible price and delivery time. Book. Codice libro della libreria MM-21419750

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Descrizione libro 2014. Hardcover. Condizione libro: New. 155mm x 23mm x 234mm. Hardcover. Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changin.Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. 218 pages. 0.476. Codice libro della libreria 9780415636803

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Dunis, Christian (EDT)/ Likothanassis, Spiros (EDT)/ Karathanasopoulos, Andreas (EDT)/ Sermpinis, Georgios (EDT)
Editore: Taylor & Francis (2014)
ISBN 10: 0415636809 ISBN 13: 9780415636803
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Descrizione libro Taylor & Francis, 2014. Hardcover. Condizione libro: New. 16.51 x 23.5 cm. Our orders are sent from our warehouse locally or directly from our international distributors to allow us to offer you the best possible price and delivery time. Book. Codice libro della libreria MM-27766759

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Descrizione libro Hardcover. Condizione libro: New. 155mm x 23mm x 234mm. Hardcover. Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex env.Shipping may be from multiple locations in the US or from the UK, depending on stock availability. 218 pages. 0.476. Codice libro della libreria 9780415636803

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