
Автор: Alan Dix
Издательство: CRC Press
Год: 2025
Страниц: 429
Язык: английский
Формат: pdf (true), epub
Размер: 77.7 MB
An authoritative and accessible one-stop resource, the first edition of An Introduction to Artificial Intelligence presented one of the first comprehensive examinations of AI. Designed to provide an understanding of the foundations of artificial intelligence, it examined the central computational techniques employed by AI, including knowledge representation, search, reasoning and learning, as well as the principal application domains of expert systems, natural language, vision, robotics, software agents and cognitive modelling. Many of the major philosophical and ethical issues of AI were also introduced. This new edition expands and revises the book throughout, with new material to augment existing chapters, including short case studies, as well as adding new chapters on explainable AI, Big Data and Deep Learning, temporal and web-scale data, statistical methods and data wrangling.