Noelia Sánchez‐Maroño

Author

Also Known As

N. Sanchez-Marono, N. Sánchez-Maroño, Noelia Sanchez Marono, Noelia Sanchez-Marono, Noelia Sánchez Maroño, Noelia Sánchez-Maroño, Noelia Sánchez‐Maroño, Sánchez-Maroño N., Sánchez-Maroño, Noelia

105

Publications

4.2K

Citations

H-Index

Concepts

All Affiliations

Universidade da Coruña Universidade de Santiago de Compostela James Hutton Institute University of Manchester

About

Noelia Sánchez‐Maroño is an author at Universidade da Coruña specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	22	1.7K
2	Management	3	3	131
3	Medicine	3	3	71
4	Business	1	1	13
5	Public Health	1	1	40

Noelia Sánchez‐Maroño

Publications

1.8K

Citations

H-Index

Page 1

	Year	Citations
Recent advances and emerging challenges of feature selection in the context of big data Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Knowledge-Based Systems EngineeringMachine LearningData ScienceData MiningPattern Recognition	2015	311
Feature selection for high-dimensional data Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Progress in Artificial Intelligence EngineeringMachine LearningData ScienceData MiningPattern Recognition	2016	282
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Expert Systems with Applications Data ClassificationClassification MethodEngineeringMachine LearningData Science	2010	208
An ensemble of filters and classifiers for microarray data classification Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Pattern Recognition Microarray Data ClassificationData ClassificationEngineeringMachine LearningData Science	2011	185
Distributed feature selection: An application to microarray data classification Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Applied Soft Computing EngineeringData ScienceData MiningComputational BiologyKnowledge Discovery	2015	180
Data classification using an ensemble of filters Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos Neurocomputing Data ClassificationEngineeringMachine LearningData ScienceData Mining	2014	87
A framework for cost-based feature selection Verónica Bolón‐Canedo, Iago Porto-Díaz, Noelia Sánchez‐Maroño, Pattern Recognition EngineeringMachine LearningData ScienceData MiningPattern Recognition	2014	86
On the scalability of feature selection methods on high-dimensional data Verónica Bolón‐Canedo, Diego Rego-Fernández, Diego Peteiro-Barral, Knowledge and Information Systems EngineeringMachine LearningData ScienceData MiningPattern Recognition	2017	52
A Methodology for Improving Tear Film Lipid Layer Classification Beatriz Remeseiro, Verónica Bolón‐Canedo, Diego Peteiro-Barral, IEEE Journal of Biomedical and Health Informatics Lipid AnalysisEngineeringFeature DetectionBiometricsDiagnosis	2014	44
A comparison of performance of K-complex classification methods using feature selection Elena Hernández-Pereira, Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Information Sciences Data ClassificationClassification MethodEngineeringMachine LearningData Science	2015	42

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