DHUI: A new algorithm for mining high utility itemsets

• Published in: 2009 International Conference on Machine Learning and Cybernetics Vol. 1; pp. 173 - 177
• Main Authors: Chuan-Xiang Ma, Jie Zhang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2009
• Subjects: Association rules; Costs; Cybernetics; Data mining; High utility mining; Itemsets; Machine learning; Machine learning algorithms; Mathematics; Pattern growth; Testing; Transaction databases

High utility itemsets mining is another hot topic besides association rule in data mining field. It considers not only item's support values but also the quantities and profit. In current research, all algorithms mining high utility itemsets are based on candidate set generation-and-test catego...