Carlos Alzate
Carlos Alzate
General Manager, AI Fund - Colombia
Подтвержден адрес электронной почты в домене aifund.ai
Название
Процитировано
Процитировано
Год
LS-SVMlab toolbox user's guide: version 1.7
K De Brabanter, P Karsmakers, F Ojeda, C Alzate, J De Brabanter, ...
Katholieke Universiteit Leuven, 2010
2872010
LS-SVMlab toolbox user's guide: version 1.7
K De Brabanter, P Karsmakers, F Ojeda, C Alzate, J De Brabanter, ...
Katholieke Universiteit Leuven, 2010
2872010
Multiway spectral clustering with out-of-sample extensions through weighted kernel PCA
C Alzate, JAK Suykens
IEEE transactions on pattern analysis and machine intelligence 32 (2), 335-347, 2008
2452008
Show me your evidence-an automatic method for context dependent evidence detection
R Rinott, L Dankin, C Alzate, MM Khapra, E Aharoni, N Slonim
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
1532015
LS-SVM based spectral clustering and regression for predicting maintenance of industrial machines
R Langone, C Alzate, B De Ketelaere, J Vlasselaer, W Meert, ...
Engineering Applications of Artificial Intelligence 37, 268-278, 2015
632015
Kernel component analysis using an epsilon-insensitive robust loss function
C Alzate, JAK Suykens
IEEE Transactions on Neural Networks 19 (9), 1583-1598, 2008
572008
Improved electricity load forecasting via kernel spectral clustering of smart meters
C Alzate, M Sinn
2013 IEEE 13th International Conference on Data Mining, 943-948, 2013
532013
Multiclass semisupervised learning based upon kernel spectral clustering
S Mehrkanoon, C Alzate, R Mall, R Langone, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (4), 720-733, 2014
462014
Primal and dual model representations in kernel-based learning
JAK Suykens, C Alzate, K Pelckmans
Statistics Surveys 4, 148-183, 2010
392010
A weighted kernel PCA formulation with out-of-sample extensions for spectral clustering methods
C Alzate, JAK Suykens
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
332006
Kernel spectral clustering with memory effect
R Langone, C Alzate, JAK Suykens
Physica A: Statistical Mechanics and its Applications 392 (10), 2588-2606, 2013
322013
Sparse kernel spectral clustering models for large-scale data analysis
C Alzate, JAK Suykens
Neurocomputing 74 (9), 1382-1390, 2011
312011
A regularized kernel CCA contrast function for ICA
C Alzate, JAK Suykens
Neural Networks 21 (2-3), 170-181, 2008
312008
Hierarchical kernel spectral clustering
C Alzate, JAK Suykens
Neural Networks 35, 21-30, 2012
302012
Image segmentation using a weighted kernel PCA approach to spectral clustering
C Alzate, JAK Suykens
2007 IEEE Symposium on Computational Intelligence in Image and Signal …, 2007
282007
Sparse kernel models for spectral clustering using the incomplete cholesky decomposition
C Alzate, JAK Suykens
2008 IEEE international joint conference on neural networks (IEEE world …, 2008
272008
Noise level estimation for model selection in kernel PCA denoising
C Varon, C Alzate, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (11), 2650-2663, 2015
262015
Identifying customer profiles in power load time series using spectral clustering
C Alzate, M Espinoza, B De Moor, JAK Suykens
International Conference on Artificial Neural Networks, 315-324, 2009
222009
Kernel spectral clustering and applications
R Langone, R Mall, C Alzate, JAK Suykens
Unsupervised Learning Algorithms, 135-161, 2016
212016
Kernel spectral clustering for community detection in complex networks
R Langone, C Alzate, JAK Suykens
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
202012
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