Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint
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Feiping Nie | Jikui Wang | Zhengguo Yang | Quanfu Shi | F. Nie | Jikui Wang | Zhengguo Yang | Quan Shi
[1] Sergei Vassilvitskii,et al. k-means++: the advantages of careful seeding , 2007, SODA '07.
[2] Michael K. Ng,et al. A fuzzy k-modes algorithm for clustering categorical data , 1999, IEEE Trans. Fuzzy Syst..
[3] Michael K. Ng,et al. Automated variable weighting in k-means type clustering , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[4] D.M. Mount,et al. An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[5] Mita Nasipuri,et al. Conditional Spatial Fuzzy C-means Clustering Algorithm with Application in MRI Image Segmentation , 2015 .
[6] Andy Harter,et al. Parameterisation of a stochastic model for human face identification , 1994, Proceedings of 1994 IEEE Workshop on Applications of Computer Vision.
[7] Niva Das,et al. Modified possibilistic fuzzy C-means algorithms for segmentation of magnetic resonance image , 2016, Appl. Soft Comput..
[8] Joshua Zhexue Huang,et al. Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values , 1998, Data Mining and Knowledge Discovery.
[9] Xuelong Li,et al. Unsupervised Feature Selection with Structured Graph Optimization , 2016, AAAI.
[10] Chunhong Pan,et al. Robust level set image segmentation via a local correntropy-based K-means clustering , 2014, Pattern Recognit..
[11] Feiping Nie,et al. Clustering and projected clustering with adaptive neighbors , 2014, KDD.
[12] Mohammad Hossein Fazel Zarandi,et al. Generalized Possibilistic Fuzzy C-Means with novel cluster validity indices for clustering noisy data , 2017, Appl. Soft Comput..
[13] Xiaojun Chang,et al. Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks , 2014, IEEE Transactions on Neural Networks and Learning Systems.
[14] Xian Fu,et al. Kernel-based fuzzy c-means clustering algorithm based on genetic algorithm , 2016, Neurocomputing.
[15] Christian Sohler,et al. A Fast k-Means Implementation Using Coresets , 2008, Int. J. Comput. Geom. Appl..
[16] Maoguo Gong,et al. Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation , 2013, IEEE Transactions on Image Processing.
[17] Emilio Corchado,et al. A survey of multiple classifier systems as hybrid systems , 2014, Inf. Fusion.
[18] Jiawei Han,et al. Orthogonal Laplacianfaces for Face Recognition , 2006, IEEE Transactions on Image Processing.
[19] James C. Bezdek,et al. Convergence of Alternating Optimization , 2003, Neural Parallel Sci. Comput..
[20] Xiaofei He,et al. Locality Preserving Projections , 2003, NIPS.
[21] 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.
[22] Paul Geladi,et al. Principal Component Analysis , 1987, Comprehensive Chemometrics.
[23] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .