articleTop 10% cited
A distributed PSO–SVM hybrid system with feature selection and parameter optimization
Applied Soft Computing · 2007 · Vol. 8(4) · pp. 1381–1391
Cheng-Lung Huang✉(National Kaohsiung First University of Science and Technology)Jian-Fan Dun(Huafan University)
Metaheuristic Optimization Algorithms ResearchData Stream Mining TechniquesFuzzy Logic and Control SystemsParticle swarm optimizationSupport vector machineComputer scienceFeature selectionArtificial intelligenceKernel (algebra)Feature (linguistics)Selection (genetic algorithm)Pattern recognition (psychology)Data mining
Funding
- National Science Council
Citations
575
FWCI
14.59
field-weighted impact
References
47
Percentile
99%
vs. same field & year
Citations per year
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References
Single-layer learning revisited: a stepwise procedure for building and training a neural network
Neurocomputing · 1990 · 823 citations
A GA-based feature selection and parameters optimizationfor support vector machines
Expert Systems with Applications · 2005 · 1,367 citations
A study of particle swarm optimization particle trajectories
Information Sciences · 2005 · 1,380 citations
The Nature of Statistical Learning Theory
Technometrics · 1996 · 4,092 citations
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