Drug–target interaction prediction by learning from local information and neighbors

Drug–target interaction prediction by random walk on the heterogeneous network

(2012) Xing Chen et al.   Molecular BioSystems

Prediction of Drug-Target Interactions and Drug Repositioning via Network-Based Inference

(2012) Feixiong Cheng et al.   PLoS Computational Biology

Gaussian interaction profile kernels for predicting drug–target interaction

(2011) Twan van Laarhoven et al.   BIOINFORMATICS

Combining Drug and Gene Similarity Measures for Drug-Target Elucidation

(2011) Liat Perlman et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

Chemical informatics and target identification in a zebrafish phenotypic screen

(2011) Christian Laggner et al.   Nature Chemical Biology

Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces

(2010) Zheng Xia et al.   BMC Systems Biology

Predicting Drug-Target Interaction Networks Based on Functional Groups and Biological Features

(2010) Zhisong He et al.   PLoS One

Supervised prediction of drug–target interactions using bipartite local models

(2009) Kevin Bleakley et al.   BIOINFORMATICS

Predicting new molecular targets for known drugs

(2009) Michael J. Keiser et al.   NATURE

Prediction of drug-target interaction networks from the integration of chemical and genomic spaces

(2008) Y. Yamanishi et al.   BIOINFORMATICS

Drug Target Identification Using Side-Effect Similarity

(2008) M. Campillos et al.   SCIENCE