Automatic Algorithm Selection in Computational Software Using Machine Learning.
Matthew C. SimpsonQing YiJugal KalitaPublished in: ICMLA (2016)
Keyphrases
- machine learning
- preprocessing
- learning algorithm
- selection algorithm
- detection algorithm
- np hard
- experimental evaluation
- computational complexity
- high accuracy
- computational cost
- support vector machine
- recognition algorithm
- convex hull
- matching algorithm
- particle swarm optimization
- input data
- dynamic programming
- k means
- data structure
- times faster
- optimal solution
- convergence rate
- objective function
- decision trees
- improved algorithm
- data mining
- cost function
- active learning
- expectation maximization
- theoretical analysis
- test cases
- path planning