FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2824197340> ?p ?o ?g. }

• W2824197340 abstract "It is important for researchers to predict compound activity to the targets quickly and effectively in the field of drug design. In the paper, the problem of compound activity prediction is converted to the recommendations in the field of e-commerce, compounds are viewed as users, and protein targets are viewed as items. A rating matrix is extracted by IC50 of each compound to targets, there are four filtering recommendation algorithms could be used for predicting compound activity. In order to improve the accuracy of prediction, the hybrid similarity-based Collaborative Filtering (HybridSimCF) Method is proposed, the method will combine the similarity of the compound structure and the similarity based on the rating matrix to predict the activity. Through compared with other three collaborative filtering methods, HybridSimCF has better results. It not only improves the values of RMSE and MAE, but also effectively solves the cold start problem. The method can quickly and effectively solve the prediction of compound activity." @default.
• W2824197340 created "2018-07-19" @default.
• W2824197340 creator A5001371066 @default.
• W2824197340 creator A5038819595 @default.
• W2824197340 creator A5062004258 @default.
• W2824197340 creator A5088612057 @default.
• W2824197340 date "2018-01-01" @default.
• W2824197340 modified "2023-10-06" @default.
• W2824197340 title "Using Hybrid Similarity-Based Collaborative Filtering Method for Compound Activity Prediction" @default.
• W2824197340 cites W1970600772 @default.
• W2824197340 cites W1971654159 @default.
• W2824197340 cites W1977110220 @default.
• W2824197340 cites W1984052474 @default.
• W2824197340 cites W1986983672 @default.
• W2824197340 cites W1996195892 @default.
• W2824197340 cites W1997136459 @default.
• W2824197340 cites W1999552083 @default.
• W2824197340 cites W2000764607 @default.
• W2824197340 cites W2001515828 @default.
• W2824197340 cites W2007431420 @default.
• W2824197340 cites W2016097758 @default.
• W2824197340 cites W2034592653 @default.
• W2824197340 cites W2055334870 @default.
• W2824197340 cites W2074631079 @default.
• W2824197340 cites W2081709350 @default.
• W2824197340 cites W2090198980 @default.
• W2824197340 cites W2096541451 @default.
• W2824197340 cites W2118865162 @default.
• W2824197340 cites W2150451872 @default.
• W2824197340 cites W2151338484 @default.
• W2824197340 cites W2163204906 @default.
• W2824197340 cites W2276059766 @default.
• W2824197340 cites W2408397893 @default.
• W2824197340 doi "https://doi.org/10.1007/978-3-319-95933-7_67" @default.
• W2824197340 hasPublicationYear "2018" @default.
• W2824197340 type Work @default.
• W2824197340 sameAs 2824197340 @default.
• W2824197340 citedByCount "0" @default.
• W2824197340 crossrefType "book-chapter" @default.
• W2824197340 hasAuthorship W2824197340A5001371066 @default.
• W2824197340 hasAuthorship W2824197340A5038819595 @default.
• W2824197340 hasAuthorship W2824197340A5062004258 @default.
• W2824197340 hasAuthorship W2824197340A5088612057 @default.
• W2824197340 hasConcept C103278499 @default.
• W2824197340 hasConcept C11413529 @default.
• W2824197340 hasConcept C115961682 @default.
• W2824197340 hasConcept C119857082 @default.
• W2824197340 hasConcept C121332964 @default.
• W2824197340 hasConcept C124101348 @default.
• W2824197340 hasConcept C154945302 @default.
• W2824197340 hasConcept C158693339 @default.
• W2824197340 hasConcept C202444582 @default.
• W2824197340 hasConcept C21569690 @default.
• W2824197340 hasConcept C33923547 @default.
• W2824197340 hasConcept C41008148 @default.
• W2824197340 hasConcept C42355184 @default.
• W2824197340 hasConcept C557471498 @default.
• W2824197340 hasConcept C62520636 @default.
• W2824197340 hasConcept C9652623 @default.
• W2824197340 hasConceptScore W2824197340C103278499 @default.
• W2824197340 hasConceptScore W2824197340C11413529 @default.
• W2824197340 hasConceptScore W2824197340C115961682 @default.
• W2824197340 hasConceptScore W2824197340C119857082 @default.
• W2824197340 hasConceptScore W2824197340C121332964 @default.
• W2824197340 hasConceptScore W2824197340C124101348 @default.
• W2824197340 hasConceptScore W2824197340C154945302 @default.
• W2824197340 hasConceptScore W2824197340C158693339 @default.
• W2824197340 hasConceptScore W2824197340C202444582 @default.
• W2824197340 hasConceptScore W2824197340C21569690 @default.
• W2824197340 hasConceptScore W2824197340C33923547 @default.
• W2824197340 hasConceptScore W2824197340C41008148 @default.
• W2824197340 hasConceptScore W2824197340C42355184 @default.
• W2824197340 hasConceptScore W2824197340C557471498 @default.
• W2824197340 hasConceptScore W2824197340C62520636 @default.
• W2824197340 hasConceptScore W2824197340C9652623 @default.
• W2824197340 hasLocation W28241973401 @default.
• W2824197340 hasOpenAccess W2824197340 @default.
• W2824197340 hasPrimaryLocation W28241973401 @default.
• W2824197340 hasRelatedWork W1846235105 @default.
• W2824197340 hasRelatedWork W1997885592 @default.
• W2824197340 hasRelatedWork W2026371790 @default.
• W2824197340 hasRelatedWork W2119319139 @default.
• W2824197340 hasRelatedWork W2155438481 @default.
• W2824197340 hasRelatedWork W2241051635 @default.
• W2824197340 hasRelatedWork W2287540188 @default.
• W2824197340 hasRelatedWork W2368969159 @default.
• W2824197340 hasRelatedWork W2386865180 @default.
• W2824197340 hasRelatedWork W2594094816 @default.
• W2824197340 hasRelatedWork W2785478460 @default.
• W2824197340 hasRelatedWork W2796712659 @default.
• W2824197340 hasRelatedWork W2969477168 @default.
• W2824197340 hasRelatedWork W3013997227 @default.
• W2824197340 hasRelatedWork W3186123322 @default.
• W2824197340 hasRelatedWork W38280043 @default.
• W2824197340 hasRelatedWork W2815436723 @default.
• W2824197340 hasRelatedWork W2857378977 @default.
• W2824197340 hasRelatedWork W3017599131 @default.
• W2824197340 hasRelatedWork W3019799870 @default.
• W2824197340 isParatext "false" @default.
• W2824197340 isRetracted "false" @default.

• next