Matches in SemOpenAlex for { <https://semopenalex.org/work/W2028435699> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2028435699 abstract "Identification and analysis of types of protein-protein interactions (PPI) is an important problem in molecular biology because of its key role in many biological processes in living cells. In this paper, we focus on obligate and non-obligate complexes, their prediction and analysis. We propose a feature selection scheme called MRMR <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>pro</sup> which is based on Minimum Redundancy Maximum Relevance (MRMR) to focus on the most discriminative and relevant properties to distinguish between these two types of complexes. Our prediction approach uses desolvation energies of pairs of atoms or amino acids present in the interfaces of such complexes. Our results on two well-known datasets confirm that MRMR <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>pro</sup> leads to significant improvements on performance by finding more relevant features for prediction. Furthermore, the prediction performance of our biologically guided feature selection methods demonstrate that hydrophobic amino acids are more discriminating than hydrophilic and amphipathic amino acids to distinguish between obligate and non-obligate complexes." @default.
- W2028435699 created "2016-06-24" @default.
- W2028435699 creator A5027262289 @default.
- W2028435699 creator A5040978295 @default.
- W2028435699 creator A5046615575 @default.
- W2028435699 date "2011-11-01" @default.
- W2028435699 modified "2023-10-02" @default.
- W2028435699 title "Analysis of relevant physicochemical properties in obligate and non-obligate protein-protein interactions" @default.
- W2028435699 cites W174644880 @default.
- W2028435699 cites W1792865908 @default.
- W2028435699 cites W1840341001 @default.
- W2028435699 cites W1926568554 @default.
- W2028435699 cites W1975888060 @default.
- W2028435699 cites W1976754976 @default.
- W2028435699 cites W1984694072 @default.
- W2028435699 cites W1987749411 @default.
- W2028435699 cites W2031772330 @default.
- W2028435699 cites W2045501270 @default.
- W2028435699 cites W2046368494 @default.
- W2028435699 cites W2053502852 @default.
- W2028435699 cites W2056034415 @default.
- W2028435699 cites W2073189519 @default.
- W2028435699 cites W2075770210 @default.
- W2028435699 cites W2089355842 @default.
- W2028435699 cites W2101362041 @default.
- W2028435699 cites W2118507670 @default.
- W2028435699 cites W2122586474 @default.
- W2028435699 cites W2130479394 @default.
- W2028435699 cites W2131987814 @default.
- W2028435699 cites W2138735135 @default.
- W2028435699 cites W2141826465 @default.
- W2028435699 cites W2154053567 @default.
- W2028435699 cites W2158100564 @default.
- W2028435699 cites W2161506293 @default.
- W2028435699 cites W2332240239 @default.
- W2028435699 cites W4233300082 @default.
- W2028435699 doi "https://doi.org/10.1109/bibmw.2011.6112397" @default.
- W2028435699 hasPublicationYear "2011" @default.
- W2028435699 type Work @default.
- W2028435699 sameAs 2028435699 @default.
- W2028435699 citedByCount "9" @default.
- W2028435699 countsByYear W20284356992013 @default.
- W2028435699 countsByYear W20284356992014 @default.
- W2028435699 countsByYear W20284356992015 @default.
- W2028435699 countsByYear W20284356992017 @default.
- W2028435699 countsByYear W20284356992021 @default.
- W2028435699 countsByYear W20284356992022 @default.
- W2028435699 crossrefType "proceedings-article" @default.
- W2028435699 hasAuthorship W2028435699A5027262289 @default.
- W2028435699 hasAuthorship W2028435699A5040978295 @default.
- W2028435699 hasAuthorship W2028435699A5046615575 @default.
- W2028435699 hasConcept C111919701 @default.
- W2028435699 hasConcept C148483581 @default.
- W2028435699 hasConcept C152124472 @default.
- W2028435699 hasConcept C154945302 @default.
- W2028435699 hasConcept C18903297 @default.
- W2028435699 hasConcept C24990904 @default.
- W2028435699 hasConcept C41008148 @default.
- W2028435699 hasConcept C515207424 @default.
- W2028435699 hasConcept C55493867 @default.
- W2028435699 hasConcept C70721500 @default.
- W2028435699 hasConcept C86803240 @default.
- W2028435699 hasConcept C97931131 @default.
- W2028435699 hasConceptScore W2028435699C111919701 @default.
- W2028435699 hasConceptScore W2028435699C148483581 @default.
- W2028435699 hasConceptScore W2028435699C152124472 @default.
- W2028435699 hasConceptScore W2028435699C154945302 @default.
- W2028435699 hasConceptScore W2028435699C18903297 @default.
- W2028435699 hasConceptScore W2028435699C24990904 @default.
- W2028435699 hasConceptScore W2028435699C41008148 @default.
- W2028435699 hasConceptScore W2028435699C515207424 @default.
- W2028435699 hasConceptScore W2028435699C55493867 @default.
- W2028435699 hasConceptScore W2028435699C70721500 @default.
- W2028435699 hasConceptScore W2028435699C86803240 @default.
- W2028435699 hasConceptScore W2028435699C97931131 @default.
- W2028435699 hasLocation W20284356991 @default.
- W2028435699 hasOpenAccess W2028435699 @default.
- W2028435699 hasPrimaryLocation W20284356991 @default.
- W2028435699 hasRelatedWork W1557435294 @default.
- W2028435699 hasRelatedWork W1954506205 @default.
- W2028435699 hasRelatedWork W2048549326 @default.
- W2028435699 hasRelatedWork W2140124925 @default.
- W2028435699 hasRelatedWork W2956098766 @default.
- W2028435699 hasRelatedWork W3015830444 @default.
- W2028435699 hasRelatedWork W3047334771 @default.
- W2028435699 hasRelatedWork W4235896803 @default.
- W2028435699 hasRelatedWork W4298089146 @default.
- W2028435699 hasRelatedWork W2912319656 @default.
- W2028435699 isParatext "false" @default.
- W2028435699 isRetracted "false" @default.
- W2028435699 magId "2028435699" @default.
- W2028435699 workType "article" @default.