An explicit algorithm for training support vector machines.
Davide MatteraFrancesco PalmieriSimon HaykinPublished in: IEEE Signal Process. Lett. (1999)
Keyphrases
- times faster
- learning algorithm
- detection algorithm
- experimental evaluation
- cost function
- improved algorithm
- dynamic programming
- computational cost
- k means
- linear programming
- optimal solution
- optimization algorithm
- theoretical analysis
- input data
- probabilistic model
- database
- search space
- worst case
- computational intelligence
- data model
- particle swarm optimization
- relational databases
- lower bound
- computational complexity
- training support vector machines