Inductive matrix completion for predicting gene-disease associations.
Nagarajan NatarajanInderjit S. DhillonPublished in: Bioinform. (2014)
Keyphrases
- matrix completion
- gene gene
- biological entities
- genetic variation
- low rank
- microarray
- high throughput
- collaborative filtering
- complex diseases
- gene expression
- sequence data
- missing data
- rank aggregation
- singular values
- biomedical literature
- matrix factorization
- incomplete data
- machine learning
- genome wide
- microarray data
- higher order
- data sets
- high dimensional data
- genome wide association studies
- convex optimization
- gene regulatory networks
- gene ontology
- gene expression data
- missing values
- stochastic gradient descent
- nearest neighbor
- gene expression profiles
- social networks
- bayesian networks
- image classification
- biological processes
- network model