Frequent Pattern Mining Algorithm based on Multi Minimum Support

2019 ◽  
Author(s):  
Jia Wu ◽  
Lijuan Zhang ◽  
Wei Cui ◽  
Bohang Jiang
Keyword(s):  
Pattern Mining ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
Minimum Support ◽  
Mining Algorithm

A novel associative classification model based on a fuzzy frequent pattern mining algorithm

2015 ◽  
Vol 42 (4) ◽  
pp. 2086-2097 ◽  
Author(s):  
Michela Antonelli ◽  
Pietro Ducange ◽  
Francesco Marcelloni ◽  
Armando Segatori
Keyword(s):  
Pattern Mining ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
Classification Model ◽  
Associative Classification ◽  
Model Based ◽  
Mining Algorithm

An Efficient Frequent Patterns Mining Algorithm over Data Streams Based on FPD-Graph

2012 ◽  
Vol 433-440 ◽  
pp. 4457-4462 ◽  
Author(s):  
Jun Shan Tan ◽  
Zhu Fang Kuang ◽  
Guo Gui Yang
Keyword(s):  
Data Streams ◽  
Data Stream ◽  
Pattern Mining ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
Frequent Patterns ◽  
Data Generation ◽  
Experiment Data ◽  
Mining Algorithm ◽  
Head Node

The design of synopses structure is an important issue of frequent patterns mining over data stream. A data stream synopses structure FPD-Graph which is based on directed graph is proposed in this paper. The FPD-Graph contains list head node FPDG-Head and list node FPDG-Node. The operations of FPD-Graph consist of insert operation and deletion operation. A frequent pattern mining algorithm DGFPM based on sliding window over data stream is proposed in this paper. The IBM synthesizes data generation which output customers shopping a data are adopted as experiment data. The DGFPM algorithm not only has high precision for mining frequent patterns, but also has low processing time.

scholarly journals Efficient frequent pattern mining algorithm based on node sets in cloud computing environment

2017 ◽  
Vol 263 ◽  
pp. 042003
Author(s):  
V N Vinay Kumar Billa ◽  
K Lakshmanna ◽  
K Rajesh ◽  
M Praveen Kumar Reddy ◽  
G Nagaraja ◽  
...  
Keyword(s):  
Cloud Computing ◽  
Pattern Mining ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
Computing Environment ◽  
Cloud Computing Environment ◽  
Mining Algorithm
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