Research Article

A Novel Text Clustering Approach Using Deep-Learning Vocabulary Network

Algorithm 1

FPMAX.
Procedure FPMAX()
Input: (an )
Global:
 MFIT: an MFI-tree
 Head: a linked list of items
Output: The MFIT that contains all MFI’s
Method:
(1) if only contains a single path
(2)  insert into MFIT;
(3) else for each in Header-table of
(4)  append to Head;
(5)  construct the Head-pattern base;
(6)  Tail = ;
(7)  subset_checking();
(8)  if is not in MFIT;
(9)  construct the FP-tree ;
(10)  call FPMAX();
(11)  remove from Head.