Gradient Boost-Modified Classifier with Particle Swarm Optimization and Stochastic Diffusion Search Method for Data Optimization in Wireless Sensor Networks.
E. SuganyaS. SountharrajanPublished in: Ad Hoc Sens. Wirel. Networks (2022)
Keyphrases
- synthetic data
- input data
- training samples
- particle swarm optimization
- data sets
- test data
- wireless sensor networks
- training data
- support vector machine
- optimization method
- search space
- missing data
- statistical methods
- data points
- extracted features
- support vector machine svm
- optimization algorithm
- classification method
- search methods
- shuffled frog leaping algorithm
- feature set
- data sources
- prior knowledge
- support vector
- face detection
- high dimensional
- global optimization
- search algorithm
- convergence speed
- classification process
- evolution strategy
- gradient vectors
- decision trees