Efficient Mining Algorithms of Finding Frequent Datasets.
Lijuan ZhouZhang ZhangPublished in: J. Softw. (2012)
Keyphrases
- computationally expensive
- data mining algorithms
- computationally efficient
- benchmark datasets
- dense datasets
- efficient implementation
- computationally intensive
- highly scalable
- computationally complex
- uci machine learning repository
- synthetic and real datasets
- significant improvement
- fit in main memory
- massive datasets
- parallel architectures
- real and synthetic datasets
- pattern mining
- times faster
- orders of magnitude
- theoretical analysis
- efficient solutions
- pruning strategy
- single pass
- data mining tasks
- frequent item sets
- computationally demanding
- computational cost
- computational complexity