A new matrix-based association rules mining algorithm
Xuezhi Chi · 2012
A new association rules mining algorithm is put forward in this paper,The algorithm directly generate k-itemsets using an idea of (k-1)-itemsets vector and the corresponding matrix multiplication sequentially. Realize Itemsets spanning search and connection. The whole process only scans the database once and don't produce candidate itemsets. Experiment shows that the algorithm greatly improves the efficiency of data mining.