A Novel Initialization Algorithm for Fuzzy C-means Problem

Author:

Liu Qian,Liu Jianxin,Li Min,Zhou Yang

Publisher

Springer International Publishing

Reference22 articles.

1. Ahmadian, S., Norouzi-Fard, A., Svensson, O., Ward, J.: Better guarantees for $$k$$-means and Euclidean $$k$$-median by primal-dual algorithms. SIAM J. Comput. (2019). https://doi.org/10.1137/18M1171321

2. Aloise, D., Deshpande, A., Hansen, P., Popat, P.: NP-hardness of Euclidean sum-of-squares clustering. Mach. Learn. 75(2), 245–248 (2009)

3. Arthur, D., Vassilvitskii, S.: $$k$$-means++: the advantages of careful seeding. In: Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 1027–1035 (2007)

4. Asuncion, A., Newman, D.J.: UCI machine learning repository. University of California Irvine School of Information (2007)

5. Awasthi, P., Charikar, M., Krishnaswamy, R., Sinop, A.K.: The hardness of approximation of Euclidean $$k$$-means. In: Proceedings of the 31st International Symposium on Computational Geometry (SoCG), pp. 754–767 (2015)

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