A multiple kernel density clustering algorithm for incomplete datasets in bioinformatics

Author:

Liao Longlong,Li Kenli,Li Keqin,Yang Canqun,Tian Qi

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Modeling and Simulation,Structural Biology

Reference40 articles.

1. AbdAllah L, Shimshoni I. K-means over incomplete datasets using mean euclidean distance In: Perner P, editor. Machine Learning and Data Mining in Pattern Recognition. Cham: Springer: 2016. p. 113–127.

2. Arthur D, Vassilvitskii S. K-means++: the advantages of careful seeding. In: Proceedings of the 18th Annual ACM-SIAM Symposium on Discrete Algorithms. SODA ’07. New Orleans: Society for Industrial and Applied Mathematics: 2007. p. 1027–35.

3. Anant R, Sunita J, Jalal AS, Manoj K. A density based algorithm for discovering density varied clusters in large spatial databases. Int J Comput Appl. 2011; 3(6):1–4.

4. Hinneburg A, Keim DA. An efficient approach to clustering in large multimedia databases with noise. In: Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, KDD’98. New York: AAAI Press: 1998. p. 58–65.

5. Rodriguez A, Laio A. Clustering by fast search and find of density peaks. Science. 2014; 344(6191):1492–6. https://doi.org/10.1126/science.1242072 .

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