A scalable random walk with restart on heterogeneous networks with Apache Spark for ranking disease-related genes through type-II fuzzy data fusion.
Mehdi JoodakiNasser GhadiriZeinab MalekiMaryam Lotfi ShahrezaPublished in: J. Biomed. Informatics (2021)
Keyphrases
- data fusion
- heterogeneous networks
- type ii
- related genes
- heterogeneous information networks
- breast cancer
- microarray
- multi sensor
- genomic data
- functional modules
- gene expression analysis
- microarray datasets
- multiple types
- biological knowledge
- fusion method
- gene expression profiles
- protein protein interaction networks
- communication networks
- fusion methods
- multiple features
- traditional chinese medicine
- data sets
- link prediction
- social networks
- information retrieval
- image fusion
- gene expression data
- co occurrence