Applying Supervised Learning to the Static Prediction of Locality-Pattern Complexity in Scientific Code.
Nasser AlsaediSteve CarrAlvis Cheuk M. FongPublished in: ICMLA (2018)
Keyphrases
- supervised learning
- prediction accuracy
- unsupervised learning
- prediction model
- machine learning
- reinforcement learning
- computational complexity
- dynamic analysis
- learning algorithm
- multiple instance learning
- worst case
- pattern matching
- source code
- learning problems
- learning tasks
- scientific discovery
- scientific knowledge
- semi supervised learning
- database
- computational cost
- active learning
- learning environment
- statistical learning
- search engine
- science learning
- data mining
- neural network
- data sets