Handbook on Computer Learning and Intelligence (in 2 Volumes)
暫譯: 計算機學習與智慧手冊(兩卷本)
Angelov, Plamen Parvanov
- 出版商: World Scientific Pub
- 出版日期: 2022-09-20
- 售價: $10,150
- 貴賓價: 9.5 折 $9,643
- 語言: 英文
- 頁數: 992
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811245142
- ISBN-13: 9789811245145
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相關分類:
Machine Learning、DeepLearning、人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
The Handbook on Computer Learning and Intelligence is a second edition which aims to be a one-stop-shop for the various aspects of the broad research area of computer learning and intelligence. This field of research evolved so much in the last five years that it necessitates this new edition of the earlier Handbook on Computational Intelligence.This two-volume handbook is divided into five parts. Volume 1 covers Explainable AI and Supervised Learning. Volume 2 covers three parts: Deep Learning, Intelligent Control, and Evolutionary Computation. The chapters detail the theory, methodology and applications of computer learning and intelligence, and are authored by some of the leading experts in the respective areas. The fifteen core chapters of the previous edition have been written and significantly refreshed by the same authors. Parts of the handbook have evolved to keep pace with the latest developments in computational intelligence in the areas that span across Machine Learning and Artificial Intelligence. The Handbook remains dedicated to applications and engineering-orientated aspects of these areas over abstract theories.Related Link(s)
商品描述(中文翻譯)
《電腦學習與智慧手冊》是第二版,旨在成為電腦學習與智慧這一廣泛研究領域各個方面的一站式資源。在過去五年中,這一研究領域發展迅速,因此需要對早期的《計算智慧手冊》進行更新。本書分為兩卷,第一卷涵蓋可解釋的人工智慧(Explainable AI)和監督式學習(Supervised Learning)。第二卷則分為三個部分:深度學習(Deep Learning)、智能控制(Intelligent Control)和進化計算(Evolutionary Computation)。各章節詳細介紹了電腦學習與智慧的理論、方法論和應用,並由各領域的領先專家撰寫。前一版的十五個核心章節由相同的作者進行了撰寫和顯著更新。手冊的部分內容已隨著計算智慧在機器學習(Machine Learning)和人工智慧(Artificial Intelligence)領域的最新發展而演變。該手冊仍然專注於這些領域的應用和工程導向方面,而非抽象理論。