DMCA. Copyrighted Work that you can Claim.
Base have 9 939 books.
Search: 


📙 Neural Networks in Finance: Gaining Predictive Edge in the Market by Paul D. McNelis — free epub


This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. McNelis utilizes a variety of examples, from forecasting automobile production and corporate bond spread, to inflation and deflation processes in Hong Kong and Japan, to credit card default in Germany to bank failures in Texas, to cap-floor volatilities in New York and Hong Kong. * Offers a balanced, critical review of the neural network methods and genetic algorithms used in finance * Includes numerous examples and applications * Numerical illustrations use MATLAB code and the book is accompanied by a website

About book:

About file:

  • File size: 3 696 803
  • Format: pdf


Security code:
Download button

Similar books results


The 1998 IEEE International Joint Conference on Neural Network Proceedings: IEEE World Congress on Computational Intelligence: May 4-May 9, 1998 Anchorage, Alaska, USA
The 1998 IEEE International Joint Conference on Neural Network Proceedings: IEEE World Congress on Computational Intelligence: May 4-May 9, 1998 Anchorage, Alaska, USA download pdf by IEEE Neural Networks Council, Ch&&&&&, Institute of Electrical and Electronics

This is the major conference in the field of neural networks with the latest theoretical and practical developments. Topics include: applications, image & signal processing, data analysis, mathematical foundations, neural network architectures, and r...

Artificial Neural Networks in Real-life Applications
Artificial Neural Networks in Real-life Applications free epub by Juan Ramon Rabunal, Julian Dorrado

Artificial Neural Networks in Real-Life Applications offers anoutlook on the most recent works in the field of artificial neural networks (ANN). It includes theoretical developments of the ANN area and applications of these systems, using intelligent char...

The Application of Neural Networks in the Earth System Sciences: Neural Networks Emulations for Complex Multidimensional Mappings
The Application of Neural Networks in the Earth System Sciences: Neural Networks Emulations for Complex Multidimensional Mappings pdf free by Vladimir M. Krasnopolsky (auth.)

This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as...

Operative Neuromodulation Volume 2 Neural Networks Surgery
Operative Neuromodulation Volume 2 Neural Networks Surgery pdf free by Damianos E. Sakas, Brian A. Simpson

This is the second part in a two-volume work on neuromodulation. It describes the techniques and procedures applied by direct contact with the central nervous system or cranial nerves (in order to modulate the function of neural networks) or in deeply loc...

Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005. Proceedings
Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005. Proceedings free pdf by Leonardo Franco, José M. Jerez, José M. Bravo (auth.), Joan Cabestany, Alberto Prieto, Francisco Sandoval (eds.)

We present in this volume the collection of finally accepted papers of the eighth edition of the “IWANN” conference (“International Work-Conference on Artificial Neural Networks”). This biennial meeting focuses on the foundations, theory, models and appli...

Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II
Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II epub download by Marcel A. J. van Gerven, Eric Maris (auth.), Timo Honkela, Włodzisław Duch, Mark Girolami, Samuel Kaski (eds.)

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were c...

Artificial Neural Networks and Machine Learning – ICANN 2012: 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
Artificial Neural Networks and Machine Learning – ICANN 2012: 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I free pdf by Claire Gerrard, John McCall, George M. Coghill, Christopher Macleod (auth.), Alessandro E. P. Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, Günther Palm (eds.)

The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully rev...

Circuit Complexity and Neural Networks
Circuit Complexity and Neural Networks pdf free by Ian Parberry

Neural networks usually work adequately on small problems but can run into trouble when they are scaled up to problems involving large amounts of input data. Circuit Complexity and Neural Networks addresses the important question of how well neural networ...

Computational Intelligence in Time Series Forecasting: Theory and Engineering Applications
Computational Intelligence in Time Series Forecasting: Theory and Engineering Applications free pdf by Ajoy K. Palit, Dobrivoje Popovic

Foresight in an engineering enterprise can make the difference between success and failure and can be vital to the effective control of industrial systems. Forecasting the future from accumulated historical data is a tried and tested method in areas such ...

Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures
Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures free epub by Yefeng Zheng, Dorin Comaniciu (auth.)

Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detect...

Oxygen Transport to Tissue XXXVI
Oxygen Transport to Tissue XXXVI free download by Harold M. Swartz, David K. Harrison, Duane F. Bruley (eds.)

This book contains the refereed contributions from the 41st annual meeting of ISOTT. The annual meetings of ISOTT bring together scientists from various fields (medicine, physiology, mathematics, biology, chemistry, physics, engineering, etc.) in a unique...

The Observer's Guide to Planetary Motion: Explaining the Cycles of the Night Sky
The Observer's Guide to Planetary Motion: Explaining the Cycles of the Night Sky pdf free by Dominic Ford (auth.)

To the naked eye, the most evident defining feature of the planets is their motion across the night sky. It was this motion that allowed ancient civilizations to single them out as different from fixed stars. “The Observer’s Guide to Planetary Motion” tak...

Integrated Care in Psychiatry: Redefining the Role of Mental Health Professionals in the Medical Setting
Integrated Care in Psychiatry: Redefining the Role of Mental Health Professionals in the Medical Setting download pdf by Paul Summergrad, Roger G. Kathol (eds.)

Integrated Care in Psychiatry: Redefining the Role of Mental Health Professionals in the Medical Setting is a landmark title in the field, offering a clear, detailed, and cohesive call by leading experts for coordinated care for patients with concurrent p...

Molecular mechanisms and physiology of disease: Implications for Epigenetics and Health
Molecular mechanisms and physiology of disease: Implications for Epigenetics and Health download pdf by Nilanjana Maulik, Tom Karagiannis (eds.)

In a simplified form, epigenetics refers to heritable changes in phenotype that are not due to changes in the underlying DNA sequence. In this book, epigenetic mechanisms of regulation and dysregulation in health and disease are explored in great depth. D...

Biomedical Literature Mining
Biomedical Literature Mining free pdf by Vinod D. Kumar, Hannah Jane Tipney (eds.)

Biomedical Literature Mining, discusses the multiple facets of modern biomedical literature mining and its many applications in genomics and systems biology. The volume is divided into three sections focusing on information retrieval, integrated text-mini...

Next Generation Sequencing Technologies and Challenges in Sequence Assembly
Next Generation Sequencing Technologies and Challenges in Sequence Assembly epub download by Sara El-Metwally, Osama M. Ouda, Mohamed Helmy (auth.)

The introduction of Next Generation Sequencing (NGS) technologies resulted in a major transformation in the way scientists extract genetic information from biological systems, revealing limitless insight about the genome, transcriptome and epigenome of an...

Quantitative Real-Time PCR: Methods and Protocols
Quantitative Real-Time PCR: Methods and Protocols free download by Roberto Biassoni, Alessandro Raso (eds.)

Quantitative Real-Time PCR: Methods and Protocols focuses on different applications of qPCR ranging from microbiological detections (both viral and bacterial) to pathological applications. Several chapters deal with quality issues which regard the quality...

Computational Biomechanics for Medicine: Fundamental Science and Patient-specific Applications
Computational Biomechanics for Medicine: Fundamental Science and Patient-specific Applications free epub by Barry Doyle, Karol Miller, Adam Wittek, Poul M.F. Nielsen (eds.)

One of the greatest challenges facing the computational engineering community is to extend the success of computational mechanics to fields outside traditional engineering, in particular to biology, the biomedical sciences and medicine. The Computational ...

Clinical Bioinformatics
Clinical Bioinformatics free epub by Ronald Trent (eds.)

In Clinical Bioinformatics, Second Edition,leading experts in the field provide a series of articles focusing on software applications used to translate information into outcomes of clinical relevance. Recent developments in omics, such as increasingly so...