Virtual screening has become a widely used technique for helping in drug discovery
processes. The key to this success is its ability to aid in the identification of novel bioactive …

Virtual screening (VS) is a computational method used in the drug discovery process by
searching large libraries of small molecules to identify that represent leads for certain target …

Virtual screening (VS) is an in-silico tool for drug discovery that aims to identify the candidate
drugs through computational techniques by screening large libraries of small molecules …

Virtual screening is one of the most common computer-aided drug design techniques that
apply computational tools and methods on large libraries of molecules to extract the drugs …

Support Vector Machines (SVM's) are supervised learning algorithms which can be used for
analyzing patterns and classifying data. This supervised algorithm is applicable for binary …

Machine learning can play a very important role in various crucial applications like data
mining and pattern recognition. Machine learning techniques have been widely used in drug …

There have been various measures and techniques which have currently been used in
order to measure the similarity between graphs [1]. In this paper, molecules have been …

Virtual screening (VS) is an in-silico tool for drug discovery that aims to identify the candidate
drugs through computational techniques by screening large libraries of small molecules …

Natural products are molecules, usually secondary metabolites, found in nature and are
produced by living organisms. They have been used for medicinal purposes for millennia …