Terminated Ramp--Support Vector machines: A nonparametric data dependent kernel

DOI10.1016/j.neunet.2005.11.004zbMath1178.68445OpenAlexW2027679410WikidataQ31036335 ScholiaQ31036335MaRDI QIDQ858897

Giuseppe Jurman, Stefano Merler

Publication date: 11 January 2007

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2005.11.004

zbMATH Keywords

regularizationfeature selectiondata-dependent kernelSupport Vector Machinestwo-layer networks

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• CONV_QP
• AdaBoost.MH

Cites Work

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• Support-vector networks
• Regularization networks and support vector machines
• On the mathematical foundations of learning
• The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network
• Chaos control using least-squares support vector machines
• 10.1162/153244303322753616
• Theory of Reproducing Kernels
• Gene selection for cancer classification using support vector machines

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