Predicting novel drug side-effects, or Adverse Drug Reactions (ADRs), plays an important
role in the drug discovery process. Existing methods consider mainly the chemical and …

Discovering important proteins in Protein–Protein Interaction (PPI) networks has attracted a
lot of attention in recent years. Most of the previous work applies different network centrality …

Elucidating the molecular mechanisms that govern plant growth has been an important topic
in plant research and current advances in large-scale data generation call for computational …

Summary Protein-Protein Interaction (PPI) networks have been widely used for the task of
predicting proteins involved in cancer. Previous research has shown that functional …

The task of predicting in a protein-protein-interaction (PPI) network which proteins are
involved in certain diseases, such as cancer, has received a significant amount of attention …

Definition: Node i is important if the shortest-path distance of some node v to node i is likely
to be relevant for v's classification Feature fi denotes the shortest-path distance to node i …