In this paper, we propose a new algorithm called IMSR_PreTree which is an improved algorithm of MSR_PreTree that mines sequential rules based on also generates rules from frequent sequences stored in a prefix-tree but it prunes the sub trees which give non-significant rules very early in the process of rule generation and avoids tree scanning as much as possible. | IMSR_PreTree: An improved algorithm for mining sequential rules based on the prefix-tree