SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets.
Shang-Ming ZhouRonan A. LyonsOwen BodgerJoanne C. DemmlerMark D. AtkinsonPublished in: IJCNN (2010)
Keyphrases
- particle swarm optimization
- school children
- support vector
- support vector machine svm
- pso algorithm
- knn
- differential evolution
- primary school
- support vector machine
- multi objective
- imbalanced datasets
- educational software
- training data
- information theoretic
- convergence speed
- information theory
- mobile learning
- kernel machines
- particle swarm optimization algorithm
- information and communication technologies
- genetic algorithm
- particle swarm optimization pso
- distance learning
- feature selection
- mutual information
- global optimization
- machine learning
- early years
- medical care
- polynomial kernels
- stochastic gradient descent
- feature vectors
- linear svm
- multi class
- svm classification
- st century
- serious games
- higher education
- health care
- statistical learning theory
- young children
- support vectors
- pilot study
- semi supervised learning
- svm classifier
- hyperplane
- empirical risk minimization
- health information systems