Artificial Intelligence: What Is Behind the Technology of the Future?

Paaß, Gerhard, Hecker, Dirk

Artificial Intelligence: What Is Behind the Technology of the Future?
  • 出版商: Springer
  • 出版日期: 2024-06-07
  • 售價: $2,130
  • 貴賓價: 9.5 折 $2,024
  • 語言: 英文
  • 頁數: 474
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031506049
  • ISBN-13: 9783031506048
  • 相關分類: 人工智慧

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商品描述

Artificial Intelligence (AI) is already present in our daily routines, and in the future, we will encounter it in almost every aspect of life - from analyzing X-rays for medical diagnosis, driving autonomous cars, maintaining complex machinery, to drafting essays on environmental problems and drawing imaginative pictures. The potentials of AI are enormous, while at the same time many myths, uncertainties and challenges circulate that need to be tackled.
The English translation of the book "Künstliche Intelligenz - Was steckt hinter der Technologie der Zukunft?" originally published in German (Springer Vieweg, 2020), this book is addressed to the general public, from interested citizens to corporate executives who want to develop a better and deeper understanding of AI technologies and assess their consequences.
Mathematical basics, terminology, and methods are explained in understandable language. Adaptations to different media such as images, text, and speech and the corresponding generative models are introduced. A concluding discussion of opportunities and challenges helps readers evaluate new developments, demystify them, and assess their relevance for the future.

商品描述(中文翻譯)

「人工智慧（AI）已經存在於我們的日常生活中，未來我們將在生活的幾乎每個方面都遇到它 - 從分析醫學診斷的X光片，駕駛自動駕駛車，維護複雜機械，到撰寫有關環境問題的文章和繪製富有想像力的圖畫。AI的潛力是巨大的，同時也存在許多迷思、不確定性和挑戰，需要加以解決。
這本書的英文翻譯《Künstliche Intelligenz - Was steckt hinter der Technologie der Zukunft?》最初是以德文出版（Springer Vieweg, 2020），本書針對的是廣大讀者，從感興趣的公民到企業高管，希望能更好地深入了解AI技術並評估其後果。
書中以易懂的語言解釋了數學基礎、術語和方法。還介紹了對不同媒體（如圖像、文本和語音）的適應以及相應的生成模型。最後討論了機遇和挑戰，幫助讀者評估新發展，揭開神秘面紗，並評估其對未來的相關性。」

作者簡介

​Dr. Gerhard Paaß is a Lead Scientist at the Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS). With a background in Mathematics, he is a recognized expert in the field of Artificial Intelligence, particularly in the area of Natural Language Processing. Dr. Paaß has previously worked at UC Berkeley in California and the University of Technology in Brisbane. He has served as reviewer and conference chair at various international conferences, including NeurIPS, CIKM, ECML/PKDD, ICDM, and KDD, where he regularly is a member of the program committee. Dr. Paaß has received a "best paper" award on probabilistic logic, is the author of about 70 publications for international conferences and journals and he is co-author of the best-selling Open Access book "Foundation Models for Natural Language Processing" (Springer, 2023). He is currently involved in the creation of a computer center for Foundation Models. Besides experimental researchon Foundation Models, he holds lectures for Deep Learning and Natural Language Understanding at the University of Bonn and in industry.
Dr. Dirk Hecker is deputy director of the Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS and managing director of the Fraunhofer Big Data and Artificial Intelligence Alliance, the largest alliance of the Fraunhofer-Gesellschaft with more than 30 member institutes. In addition, Dr. Hecker is a member of the board of directors of the Fraunhofer Academy, which is a further education institution of the Fraunhofer-Gesellschaft aimed at specialists and executives of technology-driven companies. Dr. Hecker has many years of experience in leading research and industrial projects in the field of data mining and Machine Learning. His current work focuses on Big Data Analytics, Predictive Analytics, Deep Learning and Explainable AI. He studied geo-informatics at the Universities of Cologne and Bonn and received his PhD from the University of Cologne. Dr. Hecker is the author of numerous publications in the above-mentioned fields and is active as a subject matter expert and auditor on the topic of Artificial Intelligence in a wide variety of committees.

作者簡介(中文翻譯)

Dr. Gerhard Paaß 是德國弗勞恩霍夫智能分析與信息系統研究所（IAIS）的首席科學家。他具有數學背景，是人工智能領域，尤其是自然語言處理領域的認可專家。Dr. Paaß 曾在加州的加州大學伯克利分校和布里斯班的科技大學工作。他曾擔任多個國際會議的審稿人和會議主席，包括 NeurIPS、CIKM、ECML/PKDD、ICDM 和 KDD，他經常是這些會議的程序委員會成員。Dr. Paaß 在概率邏輯方面獲得了「最佳論文」獎，是國際會議和期刊的約70篇論文的作者，也是暢銷的開放存取書籍《Foundation Models for Natural Language Processing》（Springer，2023）的合著者。他目前參與創建一個基礎模型的計算機中心。除了基礎模型的實驗性研究外，他還在波恩大學和工業界講授深度學習和自然語言理解的課程。
Dr. Dirk Hecker 是德國弗勞恩霍夫智能分析與信息系統研究所（IAIS）的副所長，也是弗勞恩霍夫大數據和人工智能聯盟的總經理，該聯盟是弗勞恩霍夫協會最大的聯盟，擁有30多個成員研究所。此外，Dr. Hecker 還是弗勞恩霍夫協會的進修機構弗勞恩霍夫學院的董事會成員，該學院面向技術驅動型企業的專業人士和高管提供進修課程。Dr. Hecker 在數據挖掘和機器學習領域擁有多年的領導研究和工業項目經驗。他目前的工作重點是大數據分析、預測分析、深度學習和可解釋人工智能。他在科隆大學和波恩大學學習地理信息學，並在科隆大學獲得博士學位。Dr. Hecker 在上述領域發表了眾多論文，並在各種委員會中擔任人工智能主題的專家和審核員的角色。

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