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This article summarizes a Special Issue on the topic of Intelligent Big Data Analysis for High-Dimensional Internet of Things (IoT). It explores the focus, scope, and purpose of the Special Issue, which is to provide a platform for researchers to showcase their latest research and advancements in the field of intelligent big data analysis for high-dimensional IoT. It also aims to facilitate knowledge exchange and collaboration among researchers, practitioners, and industry experts.