High-quality gene/disease embedding in a multi-relational heterogeneous graph after a joint matrix/tensor decomposition.
Kaiyin ZhouSheng ZhangYuxing WangKevin Bretonnel CohenJin-Dong KimQi LuoXinzhi YaoXingyu ZhouJingbo XiaPublished in: J. Biomed. Informatics (2022)
Keyphrases
- multi relational
- tensor decomposition
- data representation
- auxiliary information
- tensor factorization
- relational learning
- link prediction
- high order
- low rank
- pattern mining
- random walk
- structured data
- singular value decomposition
- information retrieval
- kernel methods
- learning problems
- social network analysis
- missing data
- text mining
- collaborative filtering
- prior knowledge
- natural language