Main Reference PaperMining High Utility Patterns in One Phase without Generating Candidates, IEEE Transactions on Knowledge and Data Engineering, May 2016 [Java].
  • In Existing system, the problem of utility mining on two phase which find patterns using candidates generation. It suffers from scalability issue due to the huge number of candidates and databases. To solve this problem, a high utility pattern growth finds high utility patterns in a single phase without generating candidates. It directly identify high utility patterns in an efficient and scalable manner.

+ Description
  • In Existing system, the problem of utility mining on two phase which find patterns using candidates generation. It suffers from scalability issue due to the huge number of candidates and databases. To solve this problem, a high utility pattern growth finds high utility patterns in a single phase without generating candidates. It directly identify high utility patterns in an efficient and scalable manner.

  • To produce the UP growth trees with the high utility item sets.

  • To Find Potential High Utility item sets.

  • To improve the scalability.

+ Aim & Objectives
  • To produce the UP growth trees with the high utility item sets.

  • To Find Potential High Utility item sets.

  • To improve the scalability.

  • This work contributes the method to find high profit item set from UP growth. To find highly profitable items set, it uses UP-growth+ algorithm to find highly profitable items from the transaction database. It increases the scalability.

+ Contribution
  • This work contributes the method to find high profit item set from UP growth. To find highly profitable items set, it uses UP-growth+ algorithm to find highly profitable items from the transaction database. It increases the scalability.

  • Java JDK 1.8, MySQL 5.5.40

  • Netbeans 8.0.1 and J2SE

+ Software Tools & Technologies
  • Java JDK 1.8, MySQL 5.5.40

  • Netbeans 8.0.1 and J2SE

  • B.E / B.Tech / M.E / M.Tech

+ Project Recommended For
  • B.E / B.Tech / M.E / M.Tech

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