The Item-Set Tree: A Data Structure for Data Mining

@inproceedings{Hafez1999TheIT,
  title={The Item-Set Tree: A Data Structure for Data Mining},
  author={Aladdin Hafez and Jitender S. Deogun and Vijay V. Raghavan},
  booktitle={DaWaK},
  year={1999}
}
Enhancements in data capturing technology have lead to exponential growth in amounts of data being stored in information systems. This growth in turn has motivated researchers to seek new techniques for extraction of knowledge implicit or hidden in the data. In this paper, we motivate the need for an incremental data mining approach based on data structure called the itemset tree. The motivated approach is shown to be effective for solving problems related to efficiency of handling data updates… CONTINUE READING
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