Carlos Alzate - Concepedia

Concepedia

Author

Carlos Alzate

KU Leuven ORCID

Also Known As

Alzate Carlos, Alzate, Carlos, C. Alzate, Carlos Alzate, Carlos M. Alzate, Carlos, Alzate, Suykens, Johan A.K.

48

Publications

1.4K

Citations

19

H-Index

83

Concepts

All Affiliations

KU Leuven IBM Research - Ireland iMinds

CA

About

Carlos Alzate is an author at KU Leuven specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	24	1.1K
2	Business	4	4	51
3	Public Health	4	4	291
4	Language Studies	2	2	300
5	Medicine	1	1	19

Carlos Alzate

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28

Publications

1.4K

Citations

19

H-Index

	Year	Citations
An autonomous debating system Noam Slonim, Yonatan Bilu, Carlos Alzate, Nature EngineeringArgumentation AnalysisArgumentation FrameworkAutomated ReasoningComputational Linguistics	2021	236
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA Carlos Alzate, Johan A. K. Suykens IEEE Transactions on Pattern Analysis and Machine Intelligence New FormulationEngineeringMachine LearningMultiset Data AnalysisUnsupervised Machine Learning	2008	230
LS-SVMlab Toolbox User's Guide version 1.7 Kris De Brabanter, Peter Karsmakers, Fabian Ojeda, KTH Publication Database DiVA (KTH Royal Institute of Technology) Ls-svmlab Toolbox UserSoftware RepositorySoftware VersioningTooling Support	2010	176
LS-SVM based spectral clustering and regression for predicting maintenance of industrial machines Rocco Langone, Carlos Alzate, Bart De Ketelaere, Engineering Applications of Artificial Intelligence Condition MonitoringSupport Vector MachineIndustrial MachinesMachine LearningData Science	2014	82
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining Eyal Shnarch, Carlos Alzate, Lena Dankin, EngineeringMachine LearningArgumentation AnalysisTextual EntailmentMathematical Linguistics	2018	64
Improved Electricity Load Forecasting via Kernel Spectral Clustering of Smart Meters Carlos Alzate, Mathieu Sinn EngineeringKernel Spectral ClusteringElectricity Load ForecastingEnergy MonitoringData Science	2013	62
Kernel Component Analysis Using an Epsilon-Insensitive Robust Loss Function Carlos Alzate, Johan A. K. Suykens IEEE Transactions on Neural Networks Support Vector MachineImage AnalysisMachine LearningData ScienceEngineering	2008	51
Multiclass Semisupervised Learning Based Upon Kernel Spectral Clustering Siamak Mehrkanoon, Carlos Alzate, Raghvendra Mall, IEEE Transactions on Neural Networks and Learning Systems Image AnalysisMachine LearningData ScienceData MiningPattern Recognition	2015	48
Noise Level Estimation for Model Selection in Kernel PCA Denoising Carolina Varon, Carlos Alzate, Johan A. K. Suykens IEEE Transactions on Neural Networks and Learning Systems	2015	43
Primal and dual model representations in kernel-based learning Johan A. K. Suykens, Carlos Alzate, Kristiaan Pelckmans Statistics Surveys Support Vector MachineEngineeringMachine LearningData ScienceData Mining	2010	37

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