Investment Analytics in the Dawn of Artificial Intelligence
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Book Overview A class of highly mathematical algorithms works with three-dimensional (3D) data known as graphs. Our research challenge focuses on apply...
A class of highly mathematical algorithms works with three-dimensional (3D) data known as graphs. Our research challenge focuses on applying these algorithms to solve more complex problems with financial data, which tend to be in higher dimensions (easily over 100), based on probability distributions, with time subscripts and jumps. The 3D research analogy is to train a navigation algorithm when the way-finding coordinates and obstacles such as buildings change dynamically and are expressed in higher dimensions with jumps.
Our short title "iaai" symbolizes how investment analytics is not a simplistic reapplication of artificial intelligence (AI) techniques proven in engineering. This book presents best-of-class sophisticated techniques available today to solve high dimensional problems with properties that go deeper than what is required to solve customary problems in engineering today.
Dr Bernard Lee is the Founder and CEO of HedgeSPA, which stands for Sophisticated Predictive Analytics for Hedge Funds and Institutions. Previously, he was a managing director in the Portfolio Management Group of BlackRock in New York City as well as a finance professor who has taught and guest-lectured at a number of top universities globally.
Book Details Format: Paperback | Pages: 252 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9814730459
FormatPaperback
Pages252
LanguageEnglish
ISBN9814730459
EAN9789814730457
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
EditionReprint
AccessoriesNo Accessory
ConditionNew
Product TypeQUALITY PAPERBACK BOOKS
Weight0.94 Pounds
Length9.61 Inches
Width6.69 Inches
Height0.56 Inches
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