A VLSI friendly algorithm for support vector machines.
Davide AnguitaAndrea BoniSandro RidellaPublished in: IJCNN (1999)
Keyphrases
- support vector
- dynamic programming
- computational complexity
- experimental evaluation
- k means
- detection algorithm
- optimization algorithm
- preprocessing
- objective function
- worst case
- theoretical analysis
- np hard
- clustering method
- learning algorithm
- times faster
- improved algorithm
- multi class classification
- particle swarm optimization
- linear programming
- high accuracy
- significant improvement
- multi class
- probabilistic model
- computational cost
- multi objective
- logistic regression
- svm classifier
- recognition algorithm
- data structure
- optimal solution