Condorcet and borda count fusion method for ligand-based virtual screening

A Ahmed, F Saeed, N Salim, A Abdo - Journal of cheminformatics, 2014 - Springer
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 …

Application of the weighted Power-Weakness Ratio (wPWR) as a fusion rule in ligand-based virtual screening

M Cassotti, F Grisoni, S Nembri, R Todeschini - Match, 2016 - boa.unimib.it
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 …

[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 …

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 …

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 …

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 …

[PDF][PDF] Ligand-based virtual screening using fuzzy correlation coefficient

A Ahmed, A Abdo, N Salim - International Journal of Computer …, 2011 - academia.edu
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 …

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 …

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 …

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 …