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Artificial Intelligence in Financial Markets

Artificial Intelligence in Financial Markets

autor:
Christian L. Dunis; Peter W. Middleton; Andreas Karathanasopolous
 
editor:
Palgrave Macmillan UK
 
edição:
1
 
ano de publicação:
2016
 
idioma:
Inglês
 
ISBN:
9781137488800
 
nº de páginas:
349
 
formato:
ileio (leitura online e APP)
 

As technology advancement has increased, so to have computational applications for forecasting, modelling and trading financial markets and information, and practitioners are finding ever more complex solutions to financial challenges. Neural networking is a highly effective, trainable algorithmic approach which emulates certain aspects of human brain functions, and is used extensively in financial forecasting allowing for quick investment decision making. This book presents the most cutting-edge artificial intelligence (AI)/neural networking applications for markets, assets and other areas of finance. Split into four sections, the book first explores time series analysis for forecasting and trading across a range of assets, including derivatives, exchange traded funds, debt and equity instruments. This section will focus on pattern recognition, market timing models, forecasting and trading of financial time series. Section II provides insights into macro and microeconomics and how AI techniques could be used to better understand and predict economic variables. Section III focuses on corporate finance and credit analysis providing an insight into corporate structures and credit, and establishing a relationship between financial statement analysis and the influence of various financial scenarios. Section IV focuses on portfolio management, exploring applications for portfolio theory, asset allocation and optimization. This book also provides some of the latest research in the field of artificial intelligence and finance, and provides in-depth analysis and highly applicable tools and techniques for practitioners and researchers in this field.

Informação indisponível.

Pessoal
Tipo de licença Permissão de impressão
Acesso Perpétuo 35 páginas a cada 30 dias


Leitura online: um utilizador por sessão (sem simultaneidade)
Leitura offline (com a APP): máximo de 2 dispositivos em simultâneo

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