Sonia Pérez‐Fernández

Author

Also Known As

Perez-Fernandez, Sonia, S. Pérez-Fernández, Sonia Perez-Fernandez, Sonia Pérez-Fernández, Sonia Pérez‐Fernández

Publications

163

Citations

H-Index

Concepts

All Affiliations

Sonia Pérez‐Fernández is an author at Universidad de Oviedo specializing in engineering, knowledge discovery, and pattern recognition.

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	60
2	Biostatistics	3	3	45
3	Medicine	2	2	33
4	Management	1	1	15
5	Public Health	1	1	12

Sonia Pérez‐Fernández

Publications

118

Citations

H-Index

Page 1

	Year	Citations
nsROC: An R package for Non-Standard ROC Curve Analysis Sonia Pérez‐Fernández, Pablo Martínez‐Camblor, Peter Filzmoser, The R Journal	2019	30
The area under the generalized receiver-operating characteristic curve Pablo Martínez‐Camblor, Sonia Pérez‐Fernández, Susana Díaz‐Coto The International Journal of Biostatistics	2021	28
Cumulative/dynamic ROC curve estimation Pablo Martínez‐Camblor, Gustavo F. Bayón, Sonia Pérez‐Fernández Journal of Statistical Computation and Simulation EngineeringMachine LearningPrognosisDiagnosisDiagnostic Capacity	2016	22
Visualizing the decision rules behind the ROC curves: understanding the classification process Sonia Pérez‐Fernández, Pablo Martínez‐Camblor, Peter Filzmoser, AStA Advances in Statistical Analysis Data ClassificationClassification MethodEngineeringData ScienceData Mining	2020	15
smoothROCtime: an R package for time-dependent ROC curve estimation Susana Díaz‐Coto, Pablo Martínez‐Camblor, Sonia Pérez‐Fernández Computational Statistics Classification MethodR PackageEngineeringData MiningPattern Recognition	2020	12
Improving the biomarker diagnostic capacity via functional transformations Pablo Martínez‐Camblor, Sonia Pérez‐Fernández, Susana Díaz‐Coto Journal of Applied Statistics EngineeringMachine LearningBiometricsDiagnosisSpeech Recognition	2018	11

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