Research on FCM and NHL Based High Order Mining Driven by Big Data

Algorithm 1

High order NHL of FCM.

Input:   with big data

Output:  

Step  1. initial , , ;

Step  2. input the th record of all ;

Step  3. adapt the weight by (6) to each record;

Step  4. compute all samples by (4) and determine whether they meet the target (5);

Step  5. if it is not satisfied, , , and go to Step 2;

Step  6. else is optimal by (4).