Weighted matrix factorization based data fusion for predicting lncRNA-disease associations.
Guoxian YuYuehui WangJun WangGuangyuan FuMaozu GuoCarlotta DomeniconiPublished in: BIBM (2018)
Keyphrases
- data fusion
- matrix factorization
- collaborative filtering
- information fusion
- multi sensor
- low rank
- fusion algorithm
- missing data
- recommender systems
- multi source
- factor analysis
- multi sensor data fusion
- latent factors
- factorization methods
- fusion methods
- negative matrix factorization
- fusion method
- nonnegative matrix factorization
- data sparsity
- stochastic gradient descent
- multiple sensors
- tensor factorization
- image fusion
- fusion process
- probabilistic matrix factorization
- implicit feedback
- sensor data
- situation assessment
- least squares
- source selection
- item recommendation
- social networks
- information retrieval