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A Novel Algorithm for Cross Level Frequent Pattern Mining in Multidatasets
| Content Provider | Semantic Scholar |
|---|---|
| Author | Wan, Yinbo Liang, Yong Ding, Liya |
| Copyright Year | 2020 |
| Abstract | Frequent pattern mining has become one of the most popular data mining approaches for the analysis of purchasing patterns. There are techniques such as Apriori and FP-Growth, which were typically restricted to a single concept level. We extend our research to discover cross level frequent patterns in multi-level environments. Unfortunately, little research has been paid to this research area. Mining cross level frequent pattern may lead to the discovery of mining patterns at different levels of hierarchy. In this study a transaction reduction technique with FP-tree based bottom up approach is used for mining cross-level pattern. This method is using the concept of reduced support |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://www.ijcaonline.org/archives/volume37/number6/4614-6609?format=pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
