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This article discusses the recent development of artificial intelligence and its integration with the Internet of Things, leading to the creation of intelligent systems in various fields such as digital home, smart healthcare, and intelligent manufacturing. The Special Issue focuses on the theory and methodology of AI and IoT, as well as their applications in intelligent systems. Manuscripts are invited for submission and will be peer-reviewed before publication.