Radial Basis Function Network-Based Transform for a Nonlinear Support Vector Machine as Optimized by a Particle Swarm Optimization Algorithm with Application to QSAR Studies.
Li-Juan TangYan-Ping ZhouJian-Hui JiangHong-Yan ZouHai-Long WuGuo-Li ShenRu-Qin YuPublished in: J. Chem. Inf. Model. (2007)
Keyphrases
- radial basis function
- particle swarm optimization algorithm
- support vector machine
- rbf network
- rbf neural network
- artificial neural networks
- particle swarm optimization
- neural network
- basis functions
- support vector machine svm
- pso algorithm
- hidden layer
- support vector
- sequential minimal optimization
- convergence speed
- multi objective
- data sets
- multilayer perceptron
- feature selection
- nonlinear functions
- feature vectors
- training set
- global optimization
- expert systems