This book contains papers presented at the 4th International Conference on Cognitive-based Information Processing and Applications (CIPA) in Changzhou, China, from November 22 to 23, 2024. The papers represent the various technological advancements in theory, technology, and application of artificial intelligence, including precision mining, intelligent computing, deep learning, and all other theories, models, and technologies related to artificial intelligence. It caters to postgraduate students, researchers, and practitioners specializing and working in the area of cognitive-inspired computing and intelligent computing. The book represents Volume 3 for this conference proceedings, which consists of a 3-volume book series.