Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms

Machine learning in computational docking

(2015) Mohamed A. Khamis et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

GLASS: a comprehensive database for experimentally validated GPCR-ligand associations

(2015) Wallace K. B. Chan et al.   BIOINFORMATICS

BindingDB in 2015: A public database for medicinal chemistry, computational chemistry and systems pharmacology

(2015) Michael K. Gilson et al.   NUCLEIC ACIDS RESEARCH

Improved protein–ligand binding affinity prediction by using a curvature-dependent surface-area model

(2014) Yang Cao et al.   BIOINFORMATICS

A Noncanonical Frizzled2 Pathway Regulates Epithelial-Mesenchymal Transition and Metastasis

(2014) Taranjit S. Gujral et al.   CELL

Binding Affinity Prediction for Protein–Ligand Complexes Based on β Contacts and B Factor

(2013) Qian Liu et al.   Journal of Chemical Information and Modeling

Prediction of Chemical-Protein Interactions Network with Weighted Network-Based Inference Method

(2012) Feixiong Cheng et al.   PLoS One

Predicting receptor-ligand pairs through kernel learning

(2011) Ernesto Iacucci et al.   BMC BIOINFORMATICS

Ligand Prediction from Protein Sequence and Small Molecule Information Using Support Vector Machines and Fingerprint Descriptors

(2009) Hanna Geppert et al.   Journal of Chemical Information and Modeling

MEME SUITE: tools for motif discovery and searching

(2009) T. L. Bailey et al.   NUCLEIC ACIDS RESEARCH

Protein-ligand interaction prediction: an improved chemogenomics approach

(2008) Laurent Jacob et al.   BIOINFORMATICS