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 'ia ai' 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.Related Link(s)
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