Artificial Intelligence with Uncertainty,2nd Edition

Artificial Intelligence with Uncertainty,Second Edition
by Deyi Li and Yi Du
B07235WB3X
Pages: 310 pages
Publisher Finelybook 出版社: CRC Press; 2 edition (31 May 2017)
Language 语言: English
ISBN-10 书号: 1498776264
ISBN-13 书号: 9781498776264
This book develops a framework that shows how uncertainty in Artificial Intelligence (AI) expands and generalizes traditional AI. It explores the uncertainties of knowledge and intelligence. The authors focus on the importance of natural language – the carrier of knowledge and intelligence,and introduce efficient physical methods for data mining amd control. In this new edition,we have more in-depth description of the models and methods,of which the mathematical properties are proved strictly which make these theories and methods more complete. The authors also highlight their latest research results.
Contents
Chapter 1: Artificial Intelligence Challenged by Uncertainty
Chapter 2: Cloud Model: A Cognitive Model for Qualitative and Quantitative Transformation
Chapter 3: Gaussian Cloud Transformation
Chapter 4: Data Fields and Topological Potential
Chapter 5: Reasoning and Control of Qualitative Knowledge
Chapter 6: Cognitive Physics for Swarm Intelligence
Chapter 7: Great Development of Artificial Intelligence with Uncertainty due to Cloud Computing
本书开发了一个框架，显示人工智能（AI）的不确定性如何扩展和推广传统AI。它探讨了知识和智力的不确定性。作者关注自然语言的重要性 - 知识和智力的载体，并引入数据挖掘控制的有效物理方法。在这个新版本中，我们对模型和方法进行了更深入的描述，其中数学性质被严格证明，使得这些理论和方法更加完整。作者还强调了他们最新的研究成果。
目录
第一章: 不确定性挑战的人工智能
第二章: 云模型: 定性和定量转换的认知模型
第3章: 高斯云变换
第4章: 数据字段和拓扑潜力
第五章定性知识的推理与控制
第6章: 群体智力的认知物理学
第七章: 由于云计算引起的不确定性人工智能的巨大发展