By Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos
As know-how development has elevated, so as to have computational functions for forecasting, modelling and buying and selling monetary markets and knowledge, and practitioners are discovering ever extra complicated ideas to monetary demanding situations. Neural networking is a powerful, trainable algorithmic technique which emulates yes elements of human mind services, and is used generally in monetary forecasting bearing in mind speedy funding determination making.
This publication offers the main state of the art man made intelligence (AI)/neural networking purposes 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 number of resources, together with derivatives, trade traded money, debt and fairness tools. This part will specialise in development acceptance, industry timing types, forecasting and buying and selling of economic time sequence. part II offers insights into macro and microeconomics and the way AI innovations can be used to raised comprehend and expect financial variables. part III specializes in company finance and credits research delivering an perception into company constructions and credits, and constructing a dating among financial plan research and the effect of assorted monetary eventualities. part IV specializes in portfolio administration, exploring functions for portfolio conception, asset allocation and optimization.
This e-book additionally offers a few of the most up-to-date 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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Additional 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