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eBook Ordinary Shares, Exotic Methods: Financial Forecasting Using Data Mining Techniques epub

by Lixiang Shen,Eng-Hock Francis Tay,Lijuan Cao

eBook Ordinary Shares, Exotic Methods: Financial Forecasting Using Data Mining Techniques epub
  • ISBN: 9812380752
  • Author: Lixiang Shen,Eng-Hock Francis Tay,Lijuan Cao
  • Genre: Techno
  • Subcategory: Computer Science
  • Language: English
  • Publisher: World Scientific Publishing Company (February 4, 2003)
  • Pages: 196 pages
  • ePUB size: 1899 kb
  • FB2 size 1784 kb
  • Formats txt mobi docx rtf


Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms, neural networks and rough sets theory.

Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms, neural networks and rough sets theory. This is in contrast to the wide spectrum of work done on exotic financial instruments, wherein advanced mathematics is used to construct financial instruments for hedging risks and for investment

Francis Eng-Hock Tay & Lixiang Shen & Lijuan Cao, 2003.

Francis Eng-Hock Tay & Lixiang Shen & Lijuan Cao, 2003. Handle: RePEc:wsi:wsbook:5027. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

has been added to your Cart. I hadn't read the clumsy book description, or I would have chosen another book. Now I own a booklet in which a description of three data mining methods, having been applied to finance, which is what I was looking for. The articles however, seem to have been written in a hurry, and contain just too little information to enable me (econometrician with ample statistical and programming knowledge) to apply the methods myself. Useless ! I want my money back ( d'you hear, World Scientific ? )!

Exotic methods refer to specific functions within general soft computing .

Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms. by Lixiang Shen (Author), Eng-Hock Francis Tay (Author), Lijuan Cao (Author) & 0 more.

Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms, neural networks and . This is in contrast to the wide spectrum of work done on exotic financial instruments, wherein advanced mathematics is used to construct financial instruments for hedging risks and for investment

World Scientific Publishing Company.

Exotic methods - tay, francis e. hock, francis tay eng/ shen, lixiang/ cao, lijuan. World Scientific Publishing Company.

Exotic methods refer to a particular function within a general soft computing method such as genetic algorithms, neural networks and rough sets theory. This is in contrast to th Exotic methods refer to a particular function within a general soft computing method such as genetic algorithms, neural networks and rough sets theory.

1 - Financial Forecasting Problem and Data Mining Techniques - Ch. 2 - Genetic Algorithms and Genetic Niching - Ch. 3 - Portfolio Selection and Optimization Using Genetic Operators - Ch. 4 - The Rough Sets Theory Basics and Its Applications in Economic and Financial Forecasting - Ch.

Publisher: World Scientific. Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms, neural networks and rough sets theory. This is in contrast to the wide spectrum of work done on exotic financial instruments, wherein advanced mathematics is used to construct financial instruments for hedging risks and for investment

This book describes and demonstrates basic data mining algorithms. It contains chapters on a number of different techniques often used in data mining.

This is in contrast to the wide spectrum of work done on exotic financial instruments, wherein advanced mathematics is used to construct financial instruments for hedging risks and for investment. This text uses particular aspects of the general method to create interesting applications. This book describes and demonstrates basic data mining algorithms.

Exotic methods refer to specific functions within general soft computing methods such as genetic algorithms, neural networks and rough sets theory. They are applied to ordinary shares for a variety of financial purposes, such as portfolio selection and optimization, classification of market states, forecasting of market states and data mining. This is in contrast to the wide spectrum of work done on exotic financial instruments, wherein advanced mathematics is used to construct financial instruments for hedging risks and for investment.In this book, particular aspects of the general method are used to create interesting applications. For instance, genetic niching produces a family of portfolios for the trader to choose from. Support vector machines, a special form of neural networks, forecast the financial markets; such a forecast is on market states, of which there are three — uptrending, mean reverting and downtrending. A self-organizing map displays in a vivid manner the states of the market. Rough sets with a new discretization method extract information from stock prices.
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