PSO optimized 1-D CNN-SVM architecture for real-time detection and classification applications.
Bhaskar NavaneethM. SuchethaPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- real time
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification method
- classification algorithm
- svm classification
- feature space
- improves the classification accuracy
- feature selection
- pattern recognition
- machine learning
- decision trees
- partially supervised
- decision boundary
- generalization ability
- feature vectors
- classification accuracy
- detection method
- multi class
- text classifiers
- training set
- text localization and recognition
- control system
- text classification
- object detection
- histogram intersection kernel
- particle swarm optimization
- image classification
- cellular neural networks
- neural network
- false positives
- feature extraction
- multi class svm
- support vector machine classifiers
- high classification accuracy
- structured output
- discriminative classifiers
- decision forest
- particle swarm optimization algorithm
- particle swarm optimization pso
- kernel methods
- k nearest neighbor
- detection algorithm