articleTop 10% cited
Improving support vector machine classifiers by modifying kernel functions
Neural Networks · 1999 · Vol. 12(6) · pp. 783–789
Шун-ичи Амари✉(RIKEN Center for Brain Science)Si Wu(RIKEN Center for Brain Science)
Neural Networks and ApplicationsFace and Expression RecognitionGenerative Adversarial Networks and Image SynthesisSupport vector machineGaussian functionKernel (algebra)Artificial intelligenceRadial basis functionKernel methodRadial basis function kernelLeast squares support vector machineComputer scienceGeneralization
Citations
926
FWCI
8.35
field-weighted impact
References
19
Percentile
98%
vs. same field & year
Citations per year
Cited by
Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines
IEEE Transactions on Intelligent Transportation Systems · 2007 · 474 citations
Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines
IEEE Transactions on Power Delivery · 2009 · 433 citations
References
Regularization Theory and Neural Networks Architectures
Neural Computation · 1995 · 1,349 citations
The connection between regularization operators and support vector kernels
Neural Networks · 1998 · 622 citations
Comparing support vector machines with Gaussian kernels to radial basis function classifiers
IEEE Transactions on Signal Processing · 1997 · 1,388 citations
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
The Nature of Statistical Learning Theory
Technometrics · 1996 · 4,092 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
Related articles
Improving support vector machine classifiers by modifying kernel functions
Neural Networks · 1999 · 926 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.