SIML: A Fast SIMD Algorithm for Calculating LINGO Chemical Similarities on GPUs and CPUs.
Imran S. HaqueVijay S. PandeW. Patrick WaltersPublished in: J. Chem. Inf. Model. (2010)
Keyphrases
- learning algorithm
- detection algorithm
- times faster
- similarity measure
- parallel implementation
- linear programming
- memory requirements
- cost function
- np hard
- optimal solution
- probabilistic model
- preprocessing
- computational complexity
- dynamic programming
- experimental evaluation
- hardware implementation
- optimization algorithm
- image processing algorithms
- improved algorithm
- objective function
- gpu implementation
- graphics processing units
- search space
- convergence rate
- tree structure
- clustering method
- input data
- worst case
- computational cost
- k means