Concepedia

Alberto Muñoz

AM

Statistics

Publications

10

Citations

619

H-Index

10

Active since

1997

Affiliations

Universidad Carlos III de Madrid(Current)

Universidad Rey Juan Carlos

Universidad Pontificia de Salamanca

Alberto Muñoz is an author at Universidad Carlos III de Madrid specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryMachine LearningPattern RecognitionStatisticsComputer ScienceOutlier DetectionVisual Data Mining

Publications per year

1997–2009

10

Publications

10

Support Vector Machines with Applications

Javier M. Moguerza, Alberto Muñoz · Statistical Science · 2006 · 282 citations · Full text

Self-organizing maps for outlier detection

Alberto Muñoz, Jorge Muruzábal · Neurocomputing · 1998 · 91 citations

Anomaly Detection, Machine Learning, Data Science +8

Estimation of high-density regions using one-class neighbor machines

Alberto Muñoz, Javier M. Moguerza · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 68 citations

Engineering, Machine Learning, One-class Neighbor Machines +19

Methods for the combination of kernel matrices within a support vector framework

Isaac Martín de Diego, Alberto Muñoz, Javier M. Moguerza · Machine Learning · 2009 · 47 citations · Full text

Mathematical Programming, Support Vector Machine, Engineering +9

Visualizing asymmetric proximities with SOM and MDS models

Manuel Martín-Merino, Alberto Muñoz · Neurocomputing · 2004 · 37 citations

Scientific Visualization, Mds Models, Mathematical Model +2

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