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Investment Analytics In The Dawn Of Artificial Intelligence

Af: Bernard Lee Engelsk Hardback

Investment Analytics In The Dawn Of Artificial Intelligence

Af: Bernard Lee Engelsk Hardback
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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.

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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.

Produktdetaljer
Sprog: Engelsk
Sider: 264
ISBN-13: 9789814725354
Indbinding: Hardback
Udgave:
ISBN-10: 9814725358
Kategori: Forside
Udg. Dato: 11 sep 2019
Længde: 21mm
Bredde: 251mm
Højde: 177mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 11 sep 2019
Forfatter(e): Bernard Lee
Forfatter(e) Bernard Lee


Kategori Forside


ISBN-13 9789814725354


Sprog Engelsk


Indbinding Hardback


Sider 264


Udgave


Længde 21mm


Bredde 251mm


Højde 177mm


Udg. Dato 11 sep 2019


Oplagsdato 11 sep 2019


Forlag World Scientific Publishing Co Pte Ltd