Main Reference PaperDistribution-Based Cluster Structure Selection, IEEE Transactions on Cybernetics, 2016 [Java].
  • This work address the problem of cluster ensemble that find a unified cluster structure from multiple cluster structures. For find the unified cluster structure, not all the cluster structures contributes which involves the redundant cluster structures. To reduce the redundant cluster structures, this work selecting a subset of cluster structures in the ensemble using distribution-based cluster structure selection strategy (DCSSS). From selects the set of cluster structure, the most representative unified cluster structure will be generated.

+ Description
  • This work address the problem of cluster ensemble that find a unified cluster structure from multiple cluster structures. For find the unified cluster structure, not all the cluster structures contributes which involves the redundant cluster structures. To reduce the redundant cluster structures, this work selecting a subset of cluster structures in the ensemble using distribution-based cluster structure selection strategy (DCSSS). From selects the set of cluster structure, the most representative unified cluster structure will be generated.

  • 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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