Mining High Utility Item Sets from Large Datasets
Developed during: Dec. 2014 - May 2015
Developer at: National Institute of Technology Project, Warangal, India
Description:
Developed two strategies based on u-list structure and item pair co-existence map in this algorithm for efficiently pruning the search space to avoid exhaustive search. Experimental analysis over various databases show that the proposed algorithm outperforms few existing two-phase algorithms like UP-Growth, etc. in terms of running times and memory consumption.
Link to the journal: https://www.technoarete.org/common_abstract/pdf/IJERCSE/v2/i4/12.pdf