Improvement of domain-level ortholog clustering by optimizing domain-specific sum-of-pairs score.
Hirokazu ChibaIkuo UchiyamaPublished in: BMC Bioinform. (2014)
Keyphrases
- domain specific
- domain independent
- general purpose
- domain experts
- clustering algorithm
- k means
- levels of abstraction
- pairwise
- specific domains
- hierarchical clustering
- clustering method
- relation extraction
- unsupervised learning
- spectral clustering
- domain ontology
- self organizing maps
- significant improvement
- outlier detection
- domain specific ontologies
- cluster analysis
- similarity function
- fuzzy clustering
- information theoretic
- feature selection
- data points
- metadata