Concepedia

Noelia Sánchez‐Maroño

NS

27

Publications

1.8K

Citations

16

H-Index

2005

Active since

Affiliations

Universidade da Coruña(Current)

Universidade de Santiago de Compostela

James Hutton Institute

University of Manchester

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

Top concepts

EngineeringData ScienceData MiningMachine LearningPattern RecognitionKnowledge DiscoveryFeature SelectionComputer ScienceBiometricsStatistics

Publications per year

2005–2018

27

Publications

27

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 · 2015 · 311 citations

Engineering, Machine Learning, Data Science +12

Feature selection for high-dimensional data

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Progress in Artificial Intelligence · 2016 · 282 citations

Engineering, Machine Learning, Data Science +6

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 · 2010 · 208 citations

Data Classification, Classification Method, Engineering +13

An ensemble of filters and classifiers for microarray data classification

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Pattern Recognition · 2011 · 185 citations

Microarray Data Classification, Data Classification, Engineering +12

Distributed feature selection: An application to microarray data classification

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Applied Soft Computing · 2015 · 180 citations

Engineering, Data Science, Data Mining +5

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