GAGA: A New Algorithm for Genomic Inference of Geographic Ancestry Reveals Fine Level Population Substructure in Europeans.
Oscar LaoFan LiuAndreas WollsteinManfred KayserPublished in: PLoS Comput. Biol. (2014)
Keyphrases
- theoretical analysis
- computational complexity
- preprocessing
- experimental evaluation
- inference mechanism
- improved algorithm
- dynamic programming
- learning algorithm
- objective function
- significant improvement
- computational cost
- high accuracy
- times faster
- detection algorithm
- optimization algorithm
- segmentation algorithm
- input data
- k means
- lower bound
- bayesian networks
- itemsets
- worst case
- probabilistic model
- cost function
- association rules
- convergence rate
- coarse to fine
- recognition algorithm
- inference process
- loopy belief propagation