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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
3552010
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
3552010
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
2882008
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
2822015
An autonomous debating system
N Slonim, Y Bilu, C Alzate, R Bar-Haim, B Bogin, F Bonin, L Choshen, ...
Nature 591 (7850), 379-384, 2021
1882021
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
1032015
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
782013
Will it blend? blending weak and strong labeled data in a neural network for argumentation mining
E Shnarch, C Alzate, L Dankin, M Gleize, Y Hou, L Choshen, R Aharonov, ...
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
772018
Corpus wide argument mining—a working solution
L Ein-Dor, E Shnarch, L Dankin, A Halfon, B Sznajder, A Gera, C Alzate, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7683-7691, 2020
702020
Kernel component analysis using an epsilon-insensitive robust loss function
C Alzate, JAK Suykens
IEEE Transactions on Neural Networks 19 (9), 1583-1598, 2008
652008
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
602014
Primal and dual model representations in kernel-based learning
JAK Suykens, C Alzate, K Pelckmans
452010
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
442015
Kernel spectral clustering and applications
R Langone, R Mall, C Alzate, JAK Suykens
Unsupervised learning algorithms, 135-161, 2016
402016
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
402006
Kernel spectral clustering with memory effect
R Langone, C Alzate, JAK Suykens
Physica A: Statistical Mechanics and its Applications 392 (10), 2588-2606, 2013
352013
A regularized kernel CCA contrast function for ICA
C Alzate, JAK Suykens
Neural Networks 21 (2-3), 170-181, 2008
342008
Sparse kernel spectral clustering models for large-scale data analysis
C Alzate, JAK Suykens
Neurocomputing 74 (9), 1382-1390, 2011
332011
Hierarchical kernel spectral clustering
C Alzate, JAK Suykens
Neural Networks 35, 21-30, 2012
312012
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
312007
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