High Utility Pattern Mining: A Comprehensive Survey

High-utility pattern mining, the process of searching highly relevant patterns in databases. Pattern mining has gained popularity as a study area due to its many appliance in fields like bioinformatics, text mining, product recommendation, e-learning, and web click stream analysis. Effective decision- making requires high utility patterns, and demand for these patterns has grown recently. By classifying HUPM algorithms into a wide taxonomy, current comprehensive survey offers a overall, broad and strategic summary of advanced approaches in UPM. With a discussion of their benefits and disadvantages, a detailed analysis of current high-utility pattern mining techniques is offered. The study also covers current issues and practical difficulties in this field.