An ACO-based algorithm for parameter optimization of support vector machines
- 2 April 2010
- journal article
- Published by Elsevier in Expert Systems with Applications
- Vol. 37 (9), 6618-6628
- https://doi.org/10.1016/j.eswa.2010.03.067
Abstract
No abstract availableKeywords
This publication has 28 references indexed in Scilit:
- Local prediction of non-linear time series using support vector regressionPattern Recognition, 2008
- A heuristic approach to find the global optimum of functionJournal of Computational and Applied Mathematics, 2007
- Optimizing resources in model selection for support vector machinePattern Recognition, 2007
- Active learning for image retrieval with Co-SVMPattern Recognition, 2006
- Automatic clinical image segmentation using pathological modeling, PCA and SVMEngineering Applications of Artificial Intelligence, 2006
- Evolutionary tuning of multiple SVM parametersNeurocomputing, 2005
- Ant colony optimization techniques for the vehicle routing problemAdvanced Engineering Informatics, 2004
- Financial time series forecasting using support vector machinesNeurocomputing, 2003
- Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithmsIEEE Transactions on Neural Networks, 2002
- Ant system: optimization by a colony of cooperating agentsIEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 1996