Efficient Sampling Algorithms for Approximate Temporal Motif Counting.
Jingjing WangYanhao WangWenjun JiangYuchen LiKian-Lee TanPublished in: CIKM (2020)
Keyphrases
- computationally efficient
- highly efficient
- computationally expensive
- uniform sampling
- biological sequences
- computationally intensive
- orders of magnitude
- computationally complex
- theoretical analysis
- optimization problems
- spatial and temporal
- algorithmic solutions
- machine learning
- complexity analysis
- exact computation
- skewed data
- temporal constraints
- parallel architectures
- sampling strategy
- temporal information
- machine learning algorithms
- significant improvement
- learning algorithm