In the contemporary era of technological revolution, the intersection of fuzzy logic, big data analytics, and computational intelligence has emerged as a vibrant and promising research frontier. This special issue on "Fuzzy Big Data-Driven Computational Intelligence Models and Applications" aims to provide a comprehensive overview of the latest advancements in this exciting field.