Handbook on Computer Learning and Intelligence (in 2 Volumes)
Angelov, Plamen Parvanov
- 出版商: World Scientific Pub
- 出版日期: 2022-09-20
- 售價: $11,270
- 貴賓價: 9.5 折 $10,707
- 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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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)
《計算機學習與智能手冊》是第二版,旨在成為計算機學習與智能這一廣泛研究領域的一站式資源。這個研究領域在過去五年中發展迅猛,因此需要這本早期《計算智能手冊》的新版。這本兩卷本手冊分為五個部分。第一卷涵蓋可解釋人工智能和監督學習。第二卷分為三個部分:深度學習、智能控制和進化計算。這些章節詳細介紹了計算機學習和智能的理論、方法和應用,並由各個領域的領先專家撰寫。前一版的十五個核心章節由同一位作者進行了重大更新。手冊的部分內容已經發展,以跟上橫跨機器學習和人工智能領域的最新發展。該手冊仍然致力於這些領域的應用和工程導向方面,而不是抽象理論。相關連結: