A Data-driven inference algorithm for epidemic pathways using surveillance reports in 2009 outbreak of influenza A (H1N1).
Xun LiXiang LiYu-Ying JinPublished in: CDC (2012)
Keyphrases
- data driven
- public health
- experimental evaluation
- detection algorithm
- expectation maximization
- high accuracy
- computational complexity
- preprocessing
- theoretical analysis
- computational cost
- linear programming
- learning algorithm
- particle swarm optimization
- matching algorithm
- times faster
- inference mechanism
- outbreak detection
- np hard
- search algorithm
- optimal solution
- simulated annealing
- worst case
- probabilistic model
- dynamic programming
- em algorithm
- segmentation algorithm
- significant improvement
- search space
- convergence rate
- recognition algorithm
- data structure
- neural network