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• W2019931042 abstract "Ligand-based in silico drug screening is useful for lead discovery, in particular for those targets without structures. Here, we have developed LigSeeSVM, a ligand-based screening tool using data fusion and Support Vector Machines (SVMs). We used Atom Pair (AP) structure descriptors and Physicochemical (PC) descriptors of compounds to generate SVM-AP and SVM-PC models. Sequentially, the two models were combined using rank-based data fusion to create LigSeeSVM model. LigSeeSVM was evaluated on five data sets. Experimental results show that the performance of LigSeeSVM is better than other ligand-based virtual screening approaches. We believe that LigSeeSVM is useful for lead compounds." @default.
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• W2019931042 date "2011-01-01" @default.
• W2019931042 modified "2023-09-26" @default.
• W2019931042 title "LigSeeSVM: Ligand-based virtual Screening using Support Vector Machines and data fusion" @default.
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• W2019931042 doi "https://doi.org/10.1504/ijcbdd.2011.041415" @default.
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