Main Reference PaperDistribution-Based Cluster Structure Selection, IEEE Transactions on Cybernetics, 2016 [Java].
  • This work addresses the problem of cluster ensemble that finds a unified cluster structure from multiple cluster structures. To reduce the redundant cluster structures, this work selects a subset of cluster structures in the ensemble using distribution-based cluster structure selection strategy (DCSSS). Using this strategy, it selects the set of cluster structure and generates the most representative unified cluster structure.

+ Description
  • This work addresses the problem of cluster ensemble that finds a unified cluster structure from multiple cluster structures. To reduce the redundant cluster structures, this work selects a subset of cluster structures in the ensemble using distribution-based cluster structure selection strategy (DCSSS). Using this strategy, it selects the set of cluster structure and generates the most representative unified cluster structure.

  • To provide the accurate and robust cluster structure.

  • To select a best cluster structures from different clusters.

  • To reduce the redundant cluster structure.

+ Aim & Objectives
  • To provide the accurate and robust cluster structure.

  • To select a best cluster structures from different clusters.

  • To reduce the redundant cluster structure.

  • A technique is contributed that improves the cluster selection algorithm in cluster ensemble.

+ Contribution
  • A technique is contributed that improves the cluster selection algorithm in cluster ensemble.

  • 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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