A large-scale benchmark study of existing algorithms for taxonomy-independent microbial community analysis.
Yijun SunYunpeng CaiSusan M. HuseRob KnightWilliam G. FarmerieXiaoyu WangVolker MaiPublished in: Briefings Bioinform. (2012)
Keyphrases
- data analysis
- significant improvement
- benchmark datasets
- empirical analysis
- small scale
- orders of magnitude
- computational complexity
- computer vision
- recently developed
- statistical analysis
- empirical studies
- learning algorithm
- particle swarm optimization
- theoretical analysis
- worst case
- learning environment
- times faster
- data structure
- clustering algorithm
- learning community
- virtual communities
- qualitative analysis