Investment Analytics in the Dawn of Artificial Intelligence
暫譯: 人工智慧時代的投資分析
Lee, Bernard
- 出版商: World Scientific Pub
- 出版日期: 2019-09-11
- 售價: $4,020
- 貴賓價: 9.5 折 $3,819
- 語言: 英文
- 頁數: 264
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9814725358
- ISBN-13: 9789814725354
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
一類高度數學化的演算法處理稱為圖形的三維(3D)數據。我們的研究挑戰專注於將這些演算法應用於解決更複雜的金融數據問題,這些問題往往位於更高的維度(輕易超過100),基於概率分佈,並具有時間下標和跳躍。3D研究的類比是訓練一個導航演算法,當尋路坐標和障礙物(如建築物)動態變化並以更高維度和跳躍的方式表達時。我們的簡短標題「iaai」象徵著投資分析並不是對工程中已證明的人工智慧(AI)技術的簡單再應用。本書介紹了當今可用的最佳高級技術,以解決具有比當今工程中解決慣常問題所需更深層次特性的高維問題。Bernard Lee博士是HedgeSPA的創始人兼首席執行官,HedgeSPA代表對沖基金和機構的高級預測分析。此前,他曾擔任紐約市BlackRock投資組合管理小組的董事總經理,並且是一位金融教授,曾在全球多所頂尖大學授課和擔任客座講師。