Concepedia

Sonia Pérez‐Fernández

SP

Statistics

Publications

6

Citations

118

H-Index

6

Active since

2016

Affiliations

Universidad de Oviedo(Current)

Dartmouth College

Universidad Autónoma de Chile

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

Top concepts

EngineeringData MiningBiostatisticsKnowledge DiscoveryPattern RecognitionMedicineDiagnosisStatisticsData ScienceMachine Learning

Publications per year

2016–2021

6

Publications

6

nsROC: An R package for Non-Standard ROC Curve Analysis

Sonia Pérez‐Fernández, Pablo Martínez‐Camblor, Peter Filzmoser et al. · The R Journal · 2019 · 30 citations · Full text

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 citations

Cumulative/dynamic ROC curve estimation

Pablo Martínez‐Camblor, Gustavo F. Bayón, Sonia Pérez‐Fernández · Journal of Statistical Computation and Simulation · 2016 · 22 citations · Full text

Engineering, Machine Learning, Prognosis +18

Visualizing the decision rules behind the ROC curves: understanding the classification process

Sonia Pérez‐Fernández, Pablo Martínez‐Camblor, Peter Filzmoser et al. · AStA Advances in Statistical Analysis · 2020 · 15 citations

Data Classification, Classification Method, Engineering +14

smoothROCtime: an R package for time-dependent ROC curve estimation

Susana Díaz‐Coto, Pablo Martínez‐Camblor, Sonia Pérez‐Fernández · Computational Statistics · 2020 · 12 citations · Full text

Classification Method, R Package, Engineering +7

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