Towards balanced clustering - part 1 (preliminaries)

June 09, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Mark Sh. Levin arXiv ID 1706.03065 Category cs.DS: Data Structures & Algorithms Cross-listed cs.AI Citations 8 Venue arXiv.org Last Checked 4 months ago
Abstract
The article contains a preliminary glance at balanced clustering problems. Basic balanced structures and combinatorial balanced problems are briefly described. A special attention is targeted to various balance/unbalance indices (including some new versions of the indices): by cluster cardinality, by cluster weights, by inter-cluster edge/arc weights, by cluster element structure (for element multi-type clustering). Further, versions of optimization clustering problems are suggested (including multicriteria problem formulations). Illustrative numerical examples describe calculation of balance indices and element multi-type balance clustering problems (including example for design of student teams).
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