Abstract | ||
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Clustering ensemble (CE) takes multiple clustering solutions into consideration in order to effectively improve the accuracy and robustness of the final result. To reduce redundancy as well as noise, a CE selection (CES) step is added to further enhance performance. Quality and diversity are two important metrics of CES. However, most of the CES strategies adopt heuristic selection methods or a th... |
Year | DOI | Venue |
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2020 | 10.1109/TCYB.2018.2885585 | IEEE Transactions on Cybernetics |
Keywords | DocType | Volume |
Clustering algorithms,Partitioning algorithms,Task analysis,Micromechanical devices,Redundancy,Indexes,Cybernetics | Journal | 50 |
Issue | ISSN | Citations |
6 | 2168-2267 | 5 |
PageRank | References | Authors |
0.38 | 39 | 7 |
Name | Order | Citations | PageRank |
---|---|---|---|
Yifan Shi | 1 | 17 | 2.31 |
Zhiwen Yu | 2 | 65 | 10.06 |
C. L. Philip Chen | 3 | 4022 | 244.76 |
Jane You | 4 | 1885 | 136.93 |
Hau-San Wong | 5 | 1008 | 86.89 |
Yide Wang | 6 | 334 | 47.29 |
Jun Zhang | 7 | 2491 | 127.27 |