A novel fast constructing neighborhood covering algorithm for efficient classification.
Qinghua ZhangZhihua AiJinzhen ZhangGuoyin WangPublished in: Knowl. Based Syst. (2021)
Keyphrases
- preprocessing
- single pass
- classification algorithm
- cost function
- computationally efficient
- k means
- learning algorithm
- optimization algorithm
- support vector machine svm
- search space
- benchmark data sets
- classification method
- experimental evaluation
- computational cost
- detection algorithm
- accuracy rate
- high efficiency
- highly efficient
- high accuracy
- classification scheme
- decision rules
- support vector machine
- dynamic programming
- significant improvement
- computational complexity
- particle swarm optimization
- supervised learning
- machine learning algorithms
- np hard
- recognition algorithm
- active learning
- lower bound
- data structure
- objective function