Mining personalized medicine algorithms with surrogate algorithm tags.
Chih-Lin ChiPeter J. KosVincent A. FusaroRimma PivovarovPrasad PatilPeter J. TonellatoPublished in: IHI (2010)
Keyphrases
- learning algorithm
- times faster
- computational cost
- computationally efficient
- worst case
- frequent item sets
- computational complexity
- theoretical analysis
- mining high utility itemsets
- classification algorithm
- image processing algorithms
- empirical analyses
- single pass
- convergence rate
- preprocessing
- computational efficiency
- space complexity
- apriori algorithm
- synthetic and real datasets
- related algorithms
- k means
- significant improvement
- dynamic programming
- np hard
- algorithms require
- incremental algorithms
- high utility itemsets
- frequent itemset mining
- solution quality
- mining algorithm
- data mining techniques
- optimization algorithm
- detection algorithm
- benchmark problems
- dense datasets
- synthetic datasets
- search algorithm
- data mining
- incremental updating
- maximum flow
- frequent itemsets
- candidate generation
- search space
- iterative algorithms
- sequential patterns
- pruning strategy
- filtering algorithm