Uncertain Data Clustering in Distributed Peer-to-Peer Networks
暂无分享,去创建一个
[1] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[2] Edward Hung,et al. An Efficient Distance Calculation Method for Uncertain Objects , 2007, 2007 IEEE Symposium on Computational Intelligence and Data Mining.
[3] Khaled M. Hammouda. Distributed Document Clustering and Cluster Summarization in Peer-to-Peer Environments , 2007 .
[4] D. Pollard. Strong Consistency of $K$-Means Clustering , 1981 .
[5] Michael K. Ng,et al. An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data , 2007, IEEE Transactions on Knowledge and Data Engineering.
[6] Michael K. Ng,et al. Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters , 2008, IEEE Transactions on Knowledge and Data Engineering.
[7] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[8] Bin Jiang,et al. Clustering Uncertain Data Based on Probability Distribution Similarity , 2013, IEEE Transactions on Knowledge and Data Engineering.
[9] Yuan Zhang,et al. Fuzzy clustering with the entropy of attribute weights , 2016, Neurocomputing.
[10] Dipti Verma,et al. Data Mining: Next Generation Challenges and Future Directions , 2012 .
[11] Hillol Kargupta,et al. K-Means Clustering Over a Large, Dynamic Network , 2006, SDM.
[12] Inderjit S. Dhillon,et al. Clustering with Bregman Divergences , 2005, J. Mach. Learn. Res..
[13] Yuehui Chen,et al. Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning , 2017, IEEE Transactions on Neural Networks and Learning Systems.
[14] Hans-Peter Kriegel,et al. Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering , 2009, TKDD.
[15] Hans-Peter Kriegel,et al. Density-based clustering of uncertain data , 2005, KDD '05.
[16] Reynold Cheng,et al. Reducing UK-Means to K-Means , 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).
[17] Charu C. Aggarwal,et al. Data Clustering: Algorithms and Applications , 2014 .
[18] Rui Xu,et al. Survey of clustering algorithms , 2005, IEEE Transactions on Neural Networks.
[19] Yung-Yu Chuang,et al. Multiple Kernel Fuzzy Clustering , 2012, IEEE Transactions on Fuzzy Systems.
[20] A. Asuncion,et al. UCI Machine Learning Repository, University of California, Irvine, School of Information and Computer Sciences , 2007 .
[21] Jennifer Widom,et al. Representing uncertain data: models, properties, and algorithms , 2009, The VLDB Journal.
[22] C. Priebe,et al. Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding , 2013, 1310.0532.
[23] Bin Jiang,et al. Probabilistic skylines on uncertain data: model and bounding-pruning-refining methods , 2010, Journal of Intelligent Information Systems.
[24] C. L. Philip Chen,et al. A Collaborative Fuzzy Clustering Algorithm in Distributed Network Environments , 2014, IEEE Transactions on Fuzzy Systems.
[25] C. D. Kemp,et al. Density Estimation for Statistics and Data Analysis , 1987 .
[26] Long Chen,et al. Kernel Spatial Shadowed C-Means for Image Segmentation , 2014 .
[27] D. W. Scott,et al. Multivariate Density Estimation, Theory, Practice and Visualization , 1992 .
[28] Witold Pedrycz,et al. Collaborative fuzzy clustering , 2002, Pattern Recognit. Lett..
[29] Reynold Cheng,et al. Uncertain Data Mining: An Example in Clustering Location Data , 2006, PAKDD.
[30] C. L. Philip Chen,et al. Cluster number selection for a small set of samples using the Bayesian Ying-Yang model , 2002, IEEE Trans. Neural Networks.
[31] Long Chen,et al. Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators , 2016, Int. J. Fuzzy Syst..
[32] James C. Bezdek,et al. A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[33] Sunil Prabhakar,et al. Querying imprecise data in moving object environments , 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).
[34] C. L. Philip Chen,et al. A Multiple-Kernel Fuzzy C-Means Algorithm for Image Segmentation , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[35] Georgios B. Giannakis,et al. Distributed Clustering Using Wireless Sensor Networks , 2011, IEEE Journal of Selected Topics in Signal Processing.
[36] Hans-Peter Kriegel,et al. Hierarchical density-based clustering of uncertain data , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[37] Witold Pedrycz,et al. Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study , 2010, Fuzzy Sets Syst..
[38] L. Hubert,et al. Comparing partitions , 1985 .
[39] Witold Pedrycz,et al. Collaborative clustering with the use of Fuzzy C-Means and its quantification , 2008, Fuzzy Sets Syst..
[40] Reynold Cheng,et al. Efficient Clustering of Uncertain Data , 2006, Sixth International Conference on Data Mining (ICDM'06).
[41] W. Bruce Croft,et al. Cluster-based retrieval using language models , 2004, SIGIR '04.