articleTop 1% cited
A GA-based feature selection and parameters optimizationfor support vector machines
Expert Systems with Applications · 2005 · Vol. 31(2) · pp. 231–240
Cheng-Lung Huang✉(National Kaohsiung First University of Science and Technology)Chieh-Jen Wang(Huafan University)
Face and Expression RecognitionNeural Networks and ApplicationsMetaheuristic Optimization Algorithms ResearchSupport vector machineComputer scienceFeature selectionArtificial intelligenceGenetic algorithmPattern recognition (psychology)Kernel (algebra)Feature (linguistics)Data miningSelection (genetic algorithm)
Citations
1,367
FWCI
19.94
field-weighted impact
References
39
Percentile
100%
vs. same field & year
Citations per year
Cited by
A distributed PSO–SVM hybrid system with feature selection and parameter optimization
Applied Soft Computing · 2007 · 575 citations
Particle swarm optimization for parameter determination and feature selection of support vector machines
Expert Systems with Applications · 2007 · 891 citations
Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis
Applied Soft Computing · 2019 · 445 citations
Investigating the impact of data normalization on classification performance
Applied Soft Computing · 2019 · 1,631 citations
References
UCI Repository of machine learning databases
Medical Entomology and Zoology · 1998 · 10,524 citations
Gene Selection for Cancer Classification using Support Vector Machines
Machine Learning · 2002 · 9,679 citations
Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49,283 citations
Libsvm : A library for support vector machines
Medical Entomology and Zoology · 2008 · 10,114 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.