Condorcet and borda count fusion method for ligand-based virtual screening
Background It is known that any individual similarity measure will not always give the best
recall of active molecule structure for all types of activity classes. Recently, the effectiveness …
recall of active molecule structure for all types of activity classes. Recently, the effectiveness …
Application of the weighted Power-Weakness Ratio (wPWR) as a fusion rule in ligand-based virtual screening
Similarity searching, a technique used for ligand-based virtual screening in drug discovery,
exploits the structural information of known active compounds to find new ones with the …
exploits the structural information of known active compounds to find new ones with the …
[PDF][PDF] New Similarity Measures for Ligand-Based Virtual Screening
MHI Himmat - Universiti Teknologi Malaysia: Johor, Malaysia, 2017 - eprints.utm.my
The process of drug discovery using virtual screening techniques relies on “molecular
similarity principle” which states that structurally similar molecules tend to have similar …
similarity principle” which states that structurally similar molecules tend to have similar …
Combination of similarity rankings using data fusion
P Willett - Journal of chemical information and modeling, 2013 - ACS Publications
Similarity searching is one of the most common techniques for ligand-based virtual
screening and involves scanning a chemical database to identify those molecules that are …
screening and involves scanning a chemical database to identify those molecules that are …
Virtual screening data fusion using both structure-and ligand-based methods
F Svensson, A Karlén, C Sköld - Journal of chemical information …, 2012 - ACS Publications
Virtual screening is widely applied in drug discovery, and significant effort has been put into
improving current methods. In this study, we have evaluated the performance of compound …
improving current methods. In this study, we have evaluated the performance of compound …
Conditional probability: a new fusion method for merging disparate virtual screening results
JW Raymond, M Jalaie, MP Bradley - Journal of chemical …, 2004 - ACS Publications
This paper introduces a new consensus scoring approach for merging the results of different
virtual screening methods based on conditional probabilities. The technique is …
virtual screening methods based on conditional probabilities. The technique is …
[PDF][PDF] Ligand-based virtual screening using fuzzy correlation coefficient
Selection and identification of a subset of compounds from libraries or databases, which are
likely to possess a desired biological activity is the main target of ligand-based virtual …
likely to possess a desired biological activity is the main target of ligand-based virtual …
Comparison of correlation vector methods for ligand-based similarity searching
U Fechner, L Franke, S Renner, P Schneider… - Journal of computer …, 2003 - Springer
Correlation vector methods were tested for their usefulness in ligand-based virtual
screening. Three molecular descriptors–two based on potential pharmacophore points and …
screening. Three molecular descriptors–two based on potential pharmacophore points and …
SABRE: ligand/structure-based virtual screening approach using consensus molecular-shape pattern recognition
NN Wei, A Hamza - 2014 - ACS Publications
We present an efficient and rational ligand/structure shape-based virtual screening
approach combining our previous ligand shape-based similarity SABRE (shape-approach …
approach combining our previous ligand shape-based similarity SABRE (shape-approach …
Genetic algorithm-based feature selection approach for enhancing the effectiveness of similarity searching in ligand-based virtual screening
F Berrhail, H Belhadef - Current Bioinformatics, 2020 - ingentaconnect.com
Background: In the last years, similarity searching has gained wide popularity as a method
for performing Ligand-Based Virtual Screening (LBVS). This screening technique functions …
for performing Ligand-Based Virtual Screening (LBVS). This screening technique functions …