RETRACTED ARTICLE: Utilizing Index-Based Periodic High Utility Mining to Study Frequent Itemsets

The potential employability in different applications has garnered more significance for Periodic High-Utility Itemset Mining (PHUIM). It is to be noted that the conventional utility mining algorithms focus on an itemset’s value rather than of its periodicity transaction. A MEAN measure added minimum (MIN) and maximum (MAX) incorporate feature into PHUIM this proposed work. MEAN-periodicity brings a new dimension factor arrived at by dividing period total number transactions dataset. Further, algorithm mine Index-Based High Utility (IBPHUIM) from database using indexing approach also paper. IBPHUIM employs projection-based technique procedure increase memory execution speed efficiency. model avoids redundant scans generating sub-databases data structure. experimented with test datasets, results drawn show performs considerably better.