[1] |
W. Z. Yan, U. Brahmakshatriya, Y. Xue, M. Gilder, B. Wise , “P-PIC: Parallel Power Iteration Clustering for Big Data,” Journal of Parallel & Distributed Computing, Vol. 73, No. 3, pp. 352-359, 2013
doi: 10.1016/j.jpdc.2012.06.009
|
[2] |
L. Zhou, X. J. Ping, S. Xu, T. Zhang , “Cluster Ensemble based on Spectral Clustering,” Acta Automatica Sinica, Vol. 38, No. 8, pp. 1335-1342, 2012
|
[3] |
D. D. Nguyen, T. N. Long, T. P. Long, P. Witold , “Towards Hybrid Clustering Approach to Data Classification: Multiple Kernels based Interval-Valued Fuzzy C-Means Algorithms,” Fuzzy Sets & Systems, Vol. 279, pp. 17-39, 2015
doi: 10.1016/j.fss.2015.01.020
|
[4] |
D. M. Farid, A. Nowe, B. Manderick , “A Feature Grouping Method for Ensemble Clustering of High-Dimensional Genomic Big Data,” in Proceedings ofFuture Technologies Conference IEEE, pp. 260-268, 2017
doi: 10.1109/FTC.2016.7821620
|
[5] |
B.J. Frey and D. Dueck, “Clustering by Passing Messages Between Data Points,” Science, Vol. 315, No. 5814, pp. 972-976, 2007
doi: 10.1126/science.1136800
pmid: 17218491
|
[6] |
W. C. Hung, C. Y. Chu, Y. L. Wu , “Map/Reduce Affinity Propagation Clustering Algorithm,” International Journal of Electronics and Electrical Engineering, Vol. 3, No. 4, pp. 311-317, 2015
|
[7] |
W. M. Lu, C. Y. Du, B. G. Wei, C. H. Shen, Z. C. Ye , “Distributed Affinity Propagation Clustering based on MapReduce,” Journal of Computer Research & Development, Vol. 49, No. 8, pp. 1762-1772, 2012
|
[8] |
X. N. Liu, M. J. Yin, M. T. Li, D. Yao, W. P. Chen , “Hierarchical Affinity Propagation Clustering for Large-Scale Dataset,” Computer Science, 2014
|
[9] |
W. C. Hung, C. Y. Chu, Y. L. Wu, C. Y. Tang , “Map/Reduce Affinity Propagation Clustering Algorithm,” in Proceedings ofInternational Conference on Control, Robotics and Cybernetics, 2015
|
[10] |
J. Ributzka, Y. Hayashi, J. B. Manzano, G. R. Gao , “The Elephant and the Mice:The Role of Non-Strict Fine-Grain Synchronization for Modern Many-Core Architectures, ”in Proceedings ofInternational Conference on Supercomputing, Tucson, Az, USA, DBLP, pp. 338-347, 2011
doi: 10.1145/1995896.1995948
|
[11] |
Z. Yu, G. Han, L. Li, J. Liu, J. Zhang , “Adaptive Noise Immune Cluster Ensemble Using Affinity Propagation,” in Proceedings ofInternational Conference on Data Engineering, Vol. 27, No. 12, pp. 3176-3189, 2015
doi: 10.1109/TKDE.2015.2453162
|
[12] |
X. Zhang, C. Furtlehner, C. Germain-Renaud, M. Sebag , “Data Stream Clustering with Affinity Propagation,” IEEE Transactions on Knowledge & Data Engineering, Vol. 26, No. 7, pp. 1644-1656, 2014
doi: 10.1109/TKDE.2013.146
|
[13] |
L. H. Lee, C. H. Wan, R. Rajkumar, D. Isa , “An Enhanced Support Vector Machine Classification Framework by Using Euclidean Distance Function for Text Document Categorization,” Applied Intelligence, Vol. 37, No. 1, pp. 80-99, 2012
|
[14] |
L. Liu and C. Wu, “PossibilisticClustering Segmentation Algorithm based on Intra-Class and Inter-Class Distance,” Journal of Image & Graphics, Vol. 12, No. 9, pp. 1155-1165, 2016
|
[15] |
P. Zhu, X. Yang, K. Li, C. Ji , “Optimized Big Data K-means Clustering using MapReduce,” Journal of Supercomputing, Vol. 70, No. 3, pp. 1249-1259, 2014
doi: 10.1007/s11227-014-1225-7
|
[16] |
L. Ma, S. Destercke, Y. Wang , “Online Active Learning of Decision Trees with Evidential Data,” Pattern Recognition, Vol. 52, pp. 33-45, 2016
doi: 10.1016/j.patcog.2015.10.014
|
[17] |
W. Y. Chen, Y. Song, H. Bai, C. J. Lin, E. Y. Chang , “Parallel Spectral Clustering in Distributed Systems,” IEEE Transactions on Pattern Analysis & Machine Intelligence, Vol. 33, No. 3, pp. 568-586, 2011
doi: 10.1109/TPAMI.2010.88
pmid: 20421667
|
[18] |
X. Y. Zhang, J. Zhang, Y. J. Gong, Z. H. Zhan, W. N. Chen, Y. Li , “Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and its Application to Large-Scale Wireless Sensor Networks,” IEEE Transactions on Evolutionary Computation, Vol. 20, No. 5, pp. 695-710, 2016
doi: 10.1109/TEVC.2015.2511142
|