articleTop 1% cited
The support vector machine under test
Neurocomputing · 2003 · Vol. 55(1-2) · pp. 169–186
David Meyer✉(TU Wien)Friedrich Leisch(TU Wien)Kurt Hornik(Vienna University of Economics and Business)
Spectroscopy and Chemometric AnalysesFace and Expression RecognitionFault Detection and Control SystemsSupport vector machineComputer scienceRelevance vector machineArtificial intelligenceRegressionMachine learningStructured support vector machineVariance (accounting)Pattern recognition (psychology)Mean squared error
Citations
777
FWCI
14.23
field-weighted impact
References
48
Percentile
100%
vs. same field & year
Citations per year
Cited by
Mining data with random forests: A survey and results of new tests
Pattern Recognition · 2010 · 716 citations
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease
IEEE Transactions on Biomedical Engineering · 2012 · 706 citations
From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis
IEEE Transactions on Industrial Informatics · 2013 · 710 citations
References
Soft Margins for AdaBoost
Machine Learning · 2001 · 1,298 citations
Greedy function approximation: A gradient boosting machine.
The Annals of Statistics · 2001 · 27,794 citations
Arcing classifier (with discussion and a rejoinder by the author)
The Annals of Statistics · 1998 · 1,094 citations
UCI Repository of machine learning databases
Medical Entomology and Zoology · 1998 · 10,524 citations
Multivariate Adaptive Regression Splines
The Annals of Statistics · 1991 · 8,036 citations
Statistical Learning Theory
Technometrics · 1999 · 26,915 citations
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
Machine Learning · 2000 · 1,129 citations
Classification and regression trees
European Journal of Operational Research · 1985 · 10,158 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.