Robust Spectral Clustering via Matrix Aggregation
暂无分享,去创建一个
Xiaonan Luo | Yan Pan | Lei Du | Yan Pan | Xiaonan Luo | Lei Du
[1] George Karypis,et al. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering , 2004, Machine Learning.
[2] Peter J. Rousseeuw,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .
[3] Christopher J. C. Burges,et al. Spectral clustering and transductive learning with multiple views , 2007, ICML '07.
[4] Xiao-Lei Zhang,et al. Multilayer bootstrap networks , 2014, Neural Networks.
[5] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[6] Delbert Dueck,et al. Clustering by Passing Messages Between Data Points , 2007, Science.
[7] Stelios Krinidis,et al. A Robust Fuzzy Local Information C-Means Clustering Algorithm , 2010, IEEE Transactions on Image Processing.
[8] Yung-Yu Chuang,et al. Multiple Kernel Fuzzy Clustering , 2012, IEEE Transactions on Fuzzy Systems.
[9] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[10] Xiao-Lei Zhang. Learning the kernel matrix by resampling , 2017, ArXiv.
[11] Shuicheng Yan,et al. Efficient Subspace Segmentation via Quadratic Programming , 2011, AAAI.
[12] Q. M. Jonathan Wu,et al. Dynamic Fuzzy Clustering and Its Application in Motion Segmentation , 2013, IEEE Transactions on Fuzzy Systems.
[13] Horng-Lin Shieh. A new framework of fuzzy clustering algorithm , 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).
[14] Tao Zhang,et al. A Fast Generalized Low Rank Representation Framework Based on $L_{2,p}$ Norm Minimization for Subspace Clustering , 2017, IEEE Access.
[15] Lei Du,et al. Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition , 2014, AAAI.
[16] Hal Daumé,et al. A Co-training Approach for Multi-view Spectral Clustering , 2011, ICML.
[17] Jinfeng Yi,et al. Robust Ensemble Clustering by Matrix Completion , 2012, 2012 IEEE 12th International Conference on Data Mining.
[18] Jian Hou,et al. A Data-Driven Clustering Approach for Fault Diagnosis , 2017, IEEE Access.
[19] G. Sapiro,et al. A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography. , 2013, Journal of structural biology.
[20] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[21] Zhi-Quan Luo,et al. On the linear convergence of the alternating direction method of multipliers , 2012, Mathematical Programming.
[22] Yoram Singer,et al. Efficient projections onto the l1-ball for learning in high dimensions , 2008, ICML '08.
[23] Jianying Hu,et al. Statistical methods for automated generation of service engagement staffing plans , 2007, IBM J. Res. Dev..
[24] Yi Ma,et al. The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices , 2010, Journal of structural biology.
[25] Derek Greene,et al. Ensemble clustering in medical diagnostics , 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.
[26] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[27] Adrian E. Raftery,et al. Model-Based Clustering, Discriminant Analysis, and Density Estimation , 2002 .
[28] Gérard Biau,et al. Analysis of a Random Forests Model , 2010, J. Mach. Learn. Res..
[29] Anil K. Jain. Data clustering: 50 years beyond K-means , 2008, Pattern Recognit. Lett..
[30] Junjie Wu,et al. Spectral Ensemble Clustering , 2015, KDD.
[31] Bin Zhao,et al. Multiple Kernel Clustering , 2009, SDM.