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Machine Learning For Financial Engineering is written by Laszlo Gyorfi and published by World Scientific. It's available with International Standard Book Number or ISBN identification 1908977663 (ISBN 10) and 9781908977663 (ISBN 13).
This volume investigates algorithmic methods based on machine learning in order to design sequential investment strategies for financial markets. Such sequential investment strategies use information collected from the market's past and determine, at the beginning of a trading period, a portfolio; that is, a way to invest the currently available capital among the assets that are available for purchase or investment.The aim is to produce a self-contained text intended for a wide audience, including researchers and graduate students in computer science, finance, statistics, mathematics, and engineering.