By Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos
As expertise development has elevated, so as to have computational purposes for forecasting, modelling and buying and selling monetary markets and data, and practitioners are discovering ever extra advanced suggestions to monetary demanding situations. Neural networking is a powerful, trainable algorithmic process which emulates sure facets of human mind capabilities, and is used generally in monetary forecasting bearing in mind fast funding determination making.
This booklet offers the main state-of-the-art man made intelligence (AI)/neural networking functions for markets, resources and different components of finance. cut up into 4 sections, the publication first explores time sequence research for forecasting and buying and selling throughout quite a number resources, together with derivatives, alternate traded money, debt and fairness tools. This part will concentrate on trend popularity, marketplace timing types, forecasting and buying and selling of monetary time sequence. part II presents insights into macro and microeconomics and the way AI innovations should be used to higher comprehend and expect fiscal variables. part III makes a speciality of company finance and credits research delivering an perception into company constructions and credits, and constructing a dating among financial plan research and the impression of varied monetary situations. part IV makes a speciality of portfolio administration, exploring purposes for portfolio concept, asset allocation and optimization.
This ebook additionally offers a number of the most modern examine within the box of synthetic intelligence and finance, and gives in-depth research and hugely appropriate instruments and methods for practitioners and researchers during this field.
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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