A generalized Mitchell-Dem'yanov-Malozemov algorithm for one-class support vector machine.
Ming ZengYu YangJunsheng ChengPublished in: Knowl. Based Syst. (2016)
Keyphrases
- learning algorithm
- theoretical analysis
- times faster
- computational complexity
- preprocessing
- linear programming
- computational cost
- detection algorithm
- high accuracy
- cost function
- optimization algorithm
- probabilistic model
- recognition algorithm
- particle swarm optimization
- experimental evaluation
- matching algorithm
- k means
- data sets
- one class support vector machines
- expectation maximization
- worst case
- knn
- significant improvement
- lower bound
- objective function
- reinforcement learning