Tensorial and bipartite block models for link prediction in layered networks and temporal networks
Sign Up to like & getrecommendations! Published in 2019 at "Physical review. E"
DOI: 10.1103/physreve.99.032307
Abstract: Many real-world complex systems are well represented as multilayer networks; predicting interactions in those systems is one of the most pressing problems in predictive network science. To address this challenge, we introduce two stochastic block… read more here.
Keywords: temporal networks; block models; tensorial bipartite; bipartite block ... See more keywords
Multi-target drug repositioning by bipartite block-wise sparse multi-task learning
Sign Up to like & getrecommendations! Published in 2018 at "BMC Systems Biology"
DOI: 10.1186/s12918-018-0569-7
Abstract: BackgroundFinding potential drug targets is a crucial step in drug discovery and development. Recently, resources such as the Library of Integrated Network-Based Cellular Signatures (LINCS) L1000 database provide gene expression profiles induced by various chemical… read more here.
Keywords: multi; block wise; bipartite block; target ... See more keywords