Carlos Alzate

	2011
13		Siamak Mehrkanoon, Li Jiang, Carlos Alzate, Johan A. K. Suykens: Symbolic computing of LS-SVM based models. ESANN 2011
12		Rocco Langone, Carlos Alzate, Johan A. K. Suykens: Modularity-based model selection for kernel spectral clustering. IJCNN 2011: 1849-1856
11		Carlos Alzate, Johan A. K. Suykens: Out-of-sample eigenvectors in kernel spectral clustering. IJCNN 2011: 2349-2356
10		Carlos Alzate, Johan A. K. Suykens: Sparse kernel spectral clustering models for large-scale data analysis. Neurocomputing 74(9): 1382-1390 (2011)
	2010
9		Carlos Alzate, Johan A. K. Suykens: Highly sparse kernel spectral clustering with predictive out-of-sample extensions. ESANN 2010
8		Carlos Alzate, Johan A. K. Suykens: Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA. IEEE Trans. Pattern Anal. Mach. Intell. 32(2): 335-347 (2010)
	2009
7		Carlos Alzate, Marcelo Espinoza, Bart De Moor, Johan A. K. Suykens: Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering. ICANN (2) 2009: 315-324
6		Carlos Alzate, Johan A. K. Suykens: A regularized formulation for spectral clustering with pairwise constraints. IJCNN 2009: 141-148
	2008
5		Carlos Alzate, Johan A. K. Suykens: Sparse kernel models for spectral clustering using the incomplete Cholesky decomposition. IJCNN 2008: 3556-3563
4		Carlos Alzate, Johan A. K. Suykens: Kernel Component Analysis Using an Epsilon-Insensitive Robust Loss Function. IEEE Transactions on Neural Networks 19(9): 1583-1598 (2008)
3		Carlos Alzate, Johan A. K. Suykens: A regularized kernel CCA contrast function for ICA. Neural Networks 21(2-3): 170-181 (2008)
	2007
2		Carlos Alzate, Johan A. K. Suykens: ICA through an LS-SVM based Kernel CCA Measure for Independence. IJCNN 2007: 2920-2925
	2006
1		Carlos Alzate, Johan A. K. Suykens: A Weighted Kernel PCA Formulation with Out-of-Sample Extensions for Spectral Clustering Methods. IJCNN 2006: 138-144

Coauthor Index

1	Marcelo Espinoza	[7]
2	Li Jiang	[13]
3	Rocco Langone	[12]
4	Siamak Mehrkanoon	[13]
5	Bart De Moor	[7]
6	Johan A. K. Suykens	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13]

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