Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385560122> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4385560122 endingPage "430" @default.
- W4385560122 startingPage "419" @default.
- W4385560122 abstract "The estimation of Lethal Concentration of chemicals required to kill 50% of test population of Fathead Minnow fish within 96 hours of administration is studied here. Quantitative Structure Activity Relationship Modeling, an In-Silico Modeling approach is adopted as it assesses the related biological activity of a chemical compound using molecular descriptors without testing on living organisms. Huge set of molecular descriptors express the structural behavior of the chemicals. Hence, an effective way of finding the relevant features is of utmost need. In order to identify the important features, they are ranked based on their significance toward the estimation of lethal concentration. In this study, a consensus model is proposed to generate the feature ranking in compliance with various feature ranking techniques. Coefficient-based, tree-based, and permutation-based feature ranking techniques are explored for experimentation. Then, a meta learning model is adopted to estimate the LC50 of chemicals. Through experimentation, it is found that the proposed model performs well by providing the R2 score of 0.8919. Hence, the proposed model is proficient enough for estimating the toxicity lethal concentration in new or untested chemicals." @default.
- W4385560122 created "2023-08-04" @default.
- W4385560122 creator A5076766601 @default.
- W4385560122 creator A5084697788 @default.
- W4385560122 date "2023-01-01" @default.
- W4385560122 modified "2023-09-23" @default.
- W4385560122 title "Identifying Vital Features for the Estimation of Fish Toxicity Lethal Concentration" @default.
- W4385560122 cites W1980628324 @default.
- W4385560122 cites W1989387073 @default.
- W4385560122 cites W2019776521 @default.
- W4385560122 cites W2123992881 @default.
- W4385560122 cites W2135248331 @default.
- W4385560122 cites W2315802314 @default.
- W4385560122 cites W2331872634 @default.
- W4385560122 cites W2976546053 @default.
- W4385560122 cites W3074477656 @default.
- W4385560122 cites W3157442619 @default.
- W4385560122 cites W3157868274 @default.
- W4385560122 doi "https://doi.org/10.1007/978-981-99-3250-4_32" @default.
- W4385560122 hasPublicationYear "2023" @default.
- W4385560122 type Work @default.
- W4385560122 citedByCount "0" @default.
- W4385560122 crossrefType "book-chapter" @default.
- W4385560122 hasAuthorship W4385560122A5076766601 @default.
- W4385560122 hasAuthorship W4385560122A5084697788 @default.
- W4385560122 hasConcept C104317684 @default.
- W4385560122 hasConcept C119857082 @default.
- W4385560122 hasConcept C121332964 @default.
- W4385560122 hasConcept C124101348 @default.
- W4385560122 hasConcept C127413603 @default.
- W4385560122 hasConcept C138885662 @default.
- W4385560122 hasConcept C148483581 @default.
- W4385560122 hasConcept C154945302 @default.
- W4385560122 hasConcept C189430467 @default.
- W4385560122 hasConcept C201995342 @default.
- W4385560122 hasConcept C21308566 @default.
- W4385560122 hasConcept C24890656 @default.
- W4385560122 hasConcept C2775905019 @default.
- W4385560122 hasConcept C2776401178 @default.
- W4385560122 hasConcept C2776451064 @default.
- W4385560122 hasConcept C2909208804 @default.
- W4385560122 hasConcept C33070731 @default.
- W4385560122 hasConcept C41008148 @default.
- W4385560122 hasConcept C41895202 @default.
- W4385560122 hasConcept C505870484 @default.
- W4385560122 hasConcept C55493867 @default.
- W4385560122 hasConcept C86803240 @default.
- W4385560122 hasConcept C96250715 @default.
- W4385560122 hasConceptScore W4385560122C104317684 @default.
- W4385560122 hasConceptScore W4385560122C119857082 @default.
- W4385560122 hasConceptScore W4385560122C121332964 @default.
- W4385560122 hasConceptScore W4385560122C124101348 @default.
- W4385560122 hasConceptScore W4385560122C127413603 @default.
- W4385560122 hasConceptScore W4385560122C138885662 @default.
- W4385560122 hasConceptScore W4385560122C148483581 @default.
- W4385560122 hasConceptScore W4385560122C154945302 @default.
- W4385560122 hasConceptScore W4385560122C189430467 @default.
- W4385560122 hasConceptScore W4385560122C201995342 @default.
- W4385560122 hasConceptScore W4385560122C21308566 @default.
- W4385560122 hasConceptScore W4385560122C24890656 @default.
- W4385560122 hasConceptScore W4385560122C2775905019 @default.
- W4385560122 hasConceptScore W4385560122C2776401178 @default.
- W4385560122 hasConceptScore W4385560122C2776451064 @default.
- W4385560122 hasConceptScore W4385560122C2909208804 @default.
- W4385560122 hasConceptScore W4385560122C33070731 @default.
- W4385560122 hasConceptScore W4385560122C41008148 @default.
- W4385560122 hasConceptScore W4385560122C41895202 @default.
- W4385560122 hasConceptScore W4385560122C505870484 @default.
- W4385560122 hasConceptScore W4385560122C55493867 @default.
- W4385560122 hasConceptScore W4385560122C86803240 @default.
- W4385560122 hasConceptScore W4385560122C96250715 @default.
- W4385560122 hasLocation W43855601221 @default.
- W4385560122 hasOpenAccess W4385560122 @default.
- W4385560122 hasPrimaryLocation W43855601221 @default.
- W4385560122 hasRelatedWork W2001541796 @default.
- W4385560122 hasRelatedWork W2032877382 @default.
- W4385560122 hasRelatedWork W22250881 @default.
- W4385560122 hasRelatedWork W2295032739 @default.
- W4385560122 hasRelatedWork W3087493185 @default.
- W4385560122 hasRelatedWork W3107936762 @default.
- W4385560122 hasRelatedWork W3163334550 @default.
- W4385560122 hasRelatedWork W3200179079 @default.
- W4385560122 hasRelatedWork W4285247831 @default.
- W4385560122 hasRelatedWork W4293525103 @default.
- W4385560122 isParatext "false" @default.
- W4385560122 isRetracted "false" @default.
- W4385560122 workType "book-chapter" @default.