Concepedia

Roberto Paredes

RP

23

Publications

888

Citations

18

H-Index

1999

Active since

Affiliations

Universitat Politècnica de València(Current)

Centro Tecnológico de Investigación, Desarrollo e Innovación en tecnologías de la Información y las Comunicaciones (TIC)

University of Modena and Reggio Emilia

Universidad Autónoma de Madrid

Roberto Paredes is an author at Universitat Politècnica de València specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionImage AnalysisComputer VisionDeep LearningKnowledge DiscoveryData Mining

Publications per year

1999–2022

23

Publications

23

Learning weighted metrics to minimize nearest-neighbor classification error

Roberto Paredes, Enrique Vidal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 165 citations

Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization

Roberto Paredes, Enrique Vidal · Pattern Recognition · 2005 · 87 citations

Prototype Reduction Technique, Instance-based Learning, Machine Vision +12

End-to-end neural network architecture for fraud scoring in card payments

Jon Ander Gómez, Juan Camilo Arevalo, Roberto Paredes et al. · Pattern Recognition Letters · 2017 · 77 citations · Full text

Artificial Intelligence, Fraud Detection, Fraud Scoring +7

A class-dependent weighted dissimilarity measure for nearest neighbor classification problems

Roberto Paredes, Enrique Vidal · Pattern Recognition Letters · 2000 · 66 citations

Data Classification, Instance-based Learning, Classification Method +11

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask

Mauricio Villegas, Roberto Paredes, Bart Thomée · 2013 · 49 citations

Artificial Intelligence, Data Annotation, Engineering +19

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