By Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos
As expertise development has elevated, so as to have computational functions for forecasting, modelling and buying and selling monetary markets and data, and practitioners are discovering ever extra advanced strategies to monetary demanding situations. Neural networking is a powerful, trainable algorithmic strategy which emulates sure facets of human mind services, and is used broadly in monetary forecasting making an allowance for quickly funding selection making.
This e-book offers the main state-of-the-art man made intelligence (AI)/neural networking functions for markets, resources and different parts of finance. cut up into 4 sections, the ebook first explores time sequence research for forecasting and buying and selling throughout a variety of resources, together with derivatives, trade traded money, debt and fairness tools. This part will specialise in trend popularity, marketplace timing versions, forecasting and buying and selling of monetary time sequence. part II presents insights into macro and microeconomics and the way AI ideas can be used to raised comprehend and are expecting financial variables. part III makes a speciality of company finance and credits research supplying an perception into company constructions and credits, and setting up a courting among financial plan research and the impact of varied monetary situations. part IV specializes in portfolio administration, exploring purposes for portfolio concept, asset allocation and optimization.
This ebook additionally offers many of the newest examine within the box of synthetic intelligence and finance, and offers in-depth research and hugely appropriate instruments and methods for practitioners and researchers during this field.
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Extra info for Artificial Intelligence in Financial Markets: Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics (New Developments in Quantitative Trading and Investment)
Artificial Intelligence in Financial Markets: Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics (New Developments in Quantitative Trading and Investment) by Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos