Matches in SemOpenAlex for { <https://semopenalex.org/work/W1566221660> ?p ?o ?g. }
- W1566221660 abstract "Small molecules, especially those which alter biological processes and disease states, are of significant interest. Predicting the specific bioactivities of small molecules is a general problem that has attracted particular attention. Nearest Neighbor(NN) classification is one of the most widely used methods for small molecule classification, but it suffers from both speed and overfitting. We propose a variation, namely Centroid based Nearest Neighbor (CBNN) classifier to solve NN problems, and a specific approach that we call Combinatorial Centroid Nearest Neighbor(CCNN) approach. We applied CCNN to a number of data sets, which are publicly available. It turned out that CCNN has the best accuracy and running time among all competitors." @default.
- W1566221660 created "2016-06-24" @default.
- W1566221660 creator A5016230870 @default.
- W1566221660 date "2009-01-01" @default.
- W1566221660 modified "2023-09-24" @default.
- W1566221660 title "Using centroid based nearest neighbor classifier in predicting small molecule activity" @default.
- W1566221660 cites W100531594 @default.
- W1566221660 cites W1835509607 @default.
- W1566221660 cites W1966805076 @default.
- W1566221660 cites W1970754929 @default.
- W1566221660 cites W1983734765 @default.
- W1566221660 cites W2006587580 @default.
- W1566221660 cites W2019538911 @default.
- W1566221660 cites W2025167103 @default.
- W1566221660 cites W2041460039 @default.
- W1566221660 cites W2048816080 @default.
- W1566221660 cites W2053080554 @default.
- W1566221660 cites W2056562706 @default.
- W1566221660 cites W2077278144 @default.
- W1566221660 cites W2078007422 @default.
- W1566221660 cites W2081301924 @default.
- W1566221660 cites W2087347207 @default.
- W1566221660 cites W2094659500 @default.
- W1566221660 cites W2096729078 @default.
- W1566221660 cites W2106053110 @default.
- W1566221660 cites W2112793793 @default.
- W1566221660 cites W2115412287 @default.
- W1566221660 cites W2119821739 @default.
- W1566221660 cites W2122111042 @default.
- W1566221660 cites W2130556178 @default.
- W1566221660 cites W2137262074 @default.
- W1566221660 cites W2138913996 @default.
- W1566221660 cites W2143996311 @default.
- W1566221660 cites W2145546477 @default.
- W1566221660 cites W2151040995 @default.
- W1566221660 cites W2158019970 @default.
- W1566221660 cites W2158926004 @default.
- W1566221660 cites W2160004708 @default.
- W1566221660 cites W2168873314 @default.
- W1566221660 cites W2210079610 @default.
- W1566221660 cites W2611804663 @default.
- W1566221660 hasPublicationYear "2009" @default.
- W1566221660 type Work @default.
- W1566221660 sameAs 1566221660 @default.
- W1566221660 citedByCount "0" @default.
- W1566221660 crossrefType "dissertation" @default.
- W1566221660 hasAuthorship W1566221660A5016230870 @default.
- W1566221660 hasConcept C102164700 @default.
- W1566221660 hasConcept C104047586 @default.
- W1566221660 hasConcept C113238511 @default.
- W1566221660 hasConcept C116738811 @default.
- W1566221660 hasConcept C119857082 @default.
- W1566221660 hasConcept C124101348 @default.
- W1566221660 hasConcept C146599234 @default.
- W1566221660 hasConcept C153180895 @default.
- W1566221660 hasConcept C154945302 @default.
- W1566221660 hasConcept C22019652 @default.
- W1566221660 hasConcept C41008148 @default.
- W1566221660 hasConcept C50644808 @default.
- W1566221660 hasConcept C73555534 @default.
- W1566221660 hasConcept C90988772 @default.
- W1566221660 hasConcept C94475309 @default.
- W1566221660 hasConcept C94641424 @default.
- W1566221660 hasConcept C95623464 @default.
- W1566221660 hasConceptScore W1566221660C102164700 @default.
- W1566221660 hasConceptScore W1566221660C104047586 @default.
- W1566221660 hasConceptScore W1566221660C113238511 @default.
- W1566221660 hasConceptScore W1566221660C116738811 @default.
- W1566221660 hasConceptScore W1566221660C119857082 @default.
- W1566221660 hasConceptScore W1566221660C124101348 @default.
- W1566221660 hasConceptScore W1566221660C146599234 @default.
- W1566221660 hasConceptScore W1566221660C153180895 @default.
- W1566221660 hasConceptScore W1566221660C154945302 @default.
- W1566221660 hasConceptScore W1566221660C22019652 @default.
- W1566221660 hasConceptScore W1566221660C41008148 @default.
- W1566221660 hasConceptScore W1566221660C50644808 @default.
- W1566221660 hasConceptScore W1566221660C73555534 @default.
- W1566221660 hasConceptScore W1566221660C90988772 @default.
- W1566221660 hasConceptScore W1566221660C94475309 @default.
- W1566221660 hasConceptScore W1566221660C94641424 @default.
- W1566221660 hasConceptScore W1566221660C95623464 @default.
- W1566221660 hasLocation W15662216601 @default.
- W1566221660 hasOpenAccess W1566221660 @default.
- W1566221660 hasPrimaryLocation W15662216601 @default.
- W1566221660 hasRelatedWork W1572496456 @default.
- W1566221660 hasRelatedWork W1977073153 @default.
- W1566221660 hasRelatedWork W1981914622 @default.
- W1566221660 hasRelatedWork W1984095169 @default.
- W1566221660 hasRelatedWork W2062957446 @default.
- W1566221660 hasRelatedWork W2111964474 @default.
- W1566221660 hasRelatedWork W2214870018 @default.
- W1566221660 hasRelatedWork W2216928620 @default.
- W1566221660 hasRelatedWork W2354127086 @default.
- W1566221660 hasRelatedWork W2362413895 @default.
- W1566221660 hasRelatedWork W2499112530 @default.
- W1566221660 hasRelatedWork W2519241726 @default.
- W1566221660 hasRelatedWork W2573235949 @default.
- W1566221660 hasRelatedWork W2579021713 @default.
- W1566221660 hasRelatedWork W2585104184 @default.
- W1566221660 hasRelatedWork W2890061582 @default.