FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022262456> ?p ?o ?g. }

• W2022262456 abstract "Abstract Stability with first time or reactivated landslides depends upon the residual shear strength of soil. This paper describes prediction of the residual strength of soil based on index properties using two machine learning techniques. Different Artificial Neural Network (ANN) models and Support Vector Machine (SVM) techniques have been used. SVM aims at minimizing a bound on the generalization error of a model rather than at minimizing the error on the training data only. The ANN models along with their generalizations capabilities are presented here for comparisons. This study also highlights the capability of SVM model over ANN models for the prediction of the residual strength of soil. Based on different statistical parameters, the SVM model is found to be better than the developed ANN models. A model equation has been developed for prediction of the residual strength based on the SVM for practicing geotechnical engineers. Sensitivity analyses have been also performed to investigate the effects of different index properties on the residual strength of soil." @default.
• W2022262456 created "2016-06-24" @default.
• W2022262456 creator A5004350213 @default.
• W2022262456 creator A5007366326 @default.
• W2022262456 creator A5036839355 @default.
• W2022262456 creator A5049935591 @default.
• W2022262456 date "2011-01-01" @default.
• W2022262456 modified "2023-09-27" @default.
• W2022262456 title "Machine learning techniques applied to prediction of residual strength of clay" @default.
• W2022262456 cites W1490180010 @default.
• W2022262456 cites W1964357740 @default.
• W2022262456 cites W1983646624 @default.
• W2022262456 cites W1988643382 @default.
• W2022262456 cites W1989749917 @default.
• W2022262456 cites W1992656360 @default.
• W2022262456 cites W1996891915 @default.
• W2022262456 cites W2017313498 @default.
• W2022262456 cites W2036452442 @default.
• W2022262456 cites W2051381803 @default.
• W2022262456 cites W2073211054 @default.
• W2022262456 cites W2076165558 @default.
• W2022262456 cites W2083711477 @default.
• W2022262456 cites W2113857631 @default.
• W2022262456 cites W2132839880 @default.
• W2022262456 cites W2164020514 @default.
• W2022262456 cites W2169053895 @default.
• W2022262456 doi "https://doi.org/10.2478/s13533-011-0043-1" @default.
• W2022262456 hasPublicationYear "2011" @default.
• W2022262456 type Work @default.
• W2022262456 sameAs 2022262456 @default.
• W2022262456 citedByCount "23" @default.
• W2022262456 countsByYear W20222624562014 @default.
• W2022262456 countsByYear W20222624562018 @default.
• W2022262456 countsByYear W20222624562020 @default.
• W2022262456 countsByYear W20222624562021 @default.
• W2022262456 countsByYear W20222624562022 @default.
• W2022262456 countsByYear W20222624562023 @default.
• W2022262456 crossrefType "journal-article" @default.
• W2022262456 hasAuthorship W2022262456A5004350213 @default.
• W2022262456 hasAuthorship W2022262456A5007366326 @default.
• W2022262456 hasAuthorship W2022262456A5036839355 @default.
• W2022262456 hasAuthorship W2022262456A5049935591 @default.
• W2022262456 hasBestOaLocation W20222624561 @default.
• W2022262456 hasConcept C112972136 @default.
• W2022262456 hasConcept C11413529 @default.
• W2022262456 hasConcept C119857082 @default.
• W2022262456 hasConcept C12267149 @default.
• W2022262456 hasConcept C127313418 @default.
• W2022262456 hasConcept C127413603 @default.
• W2022262456 hasConcept C127893833 @default.
• W2022262456 hasConcept C134306372 @default.
• W2022262456 hasConcept C154945302 @default.
• W2022262456 hasConcept C155512373 @default.
• W2022262456 hasConcept C159390177 @default.
• W2022262456 hasConcept C159750122 @default.
• W2022262456 hasConcept C177148314 @default.
• W2022262456 hasConcept C187320778 @default.
• W2022262456 hasConcept C20965850 @default.
• W2022262456 hasConcept C33923547 @default.
• W2022262456 hasConcept C41008148 @default.
• W2022262456 hasConcept C50644808 @default.
• W2022262456 hasConcept C66938386 @default.
• W2022262456 hasConceptScore W2022262456C112972136 @default.
• W2022262456 hasConceptScore W2022262456C11413529 @default.
• W2022262456 hasConceptScore W2022262456C119857082 @default.
• W2022262456 hasConceptScore W2022262456C12267149 @default.
• W2022262456 hasConceptScore W2022262456C127313418 @default.
• W2022262456 hasConceptScore W2022262456C127413603 @default.
• W2022262456 hasConceptScore W2022262456C127893833 @default.
• W2022262456 hasConceptScore W2022262456C134306372 @default.
• W2022262456 hasConceptScore W2022262456C154945302 @default.
• W2022262456 hasConceptScore W2022262456C155512373 @default.
• W2022262456 hasConceptScore W2022262456C159390177 @default.
• W2022262456 hasConceptScore W2022262456C159750122 @default.
• W2022262456 hasConceptScore W2022262456C177148314 @default.
• W2022262456 hasConceptScore W2022262456C187320778 @default.
• W2022262456 hasConceptScore W2022262456C20965850 @default.
• W2022262456 hasConceptScore W2022262456C33923547 @default.
• W2022262456 hasConceptScore W2022262456C41008148 @default.
• W2022262456 hasConceptScore W2022262456C50644808 @default.
• W2022262456 hasConceptScore W2022262456C66938386 @default.
• W2022262456 hasIssue "4" @default.
• W2022262456 hasLocation W20222624561 @default.
• W2022262456 hasLocation W20222624562 @default.
• W2022262456 hasOpenAccess W2022262456 @default.
• W2022262456 hasPrimaryLocation W20222624561 @default.
• W2022262456 hasRelatedWork W197735815 @default.
• W2022262456 hasRelatedWork W2030823064 @default.
• W2022262456 hasRelatedWork W2063403531 @default.
• W2022262456 hasRelatedWork W2083080136 @default.
• W2022262456 hasRelatedWork W2359702397 @default.
• W2022262456 hasRelatedWork W2367868770 @default.
• W2022262456 hasRelatedWork W2385643646 @default.
• W2022262456 hasRelatedWork W3194539120 @default.
• W2022262456 hasRelatedWork W4300064595 @default.
• W2022262456 hasRelatedWork W4362499384 @default.
• W2022262456 hasVolume "3" @default.
• W2022262456 isParatext "false" @default.
• W2022262456 isRetracted "false" @default.
• W2022262456 magId "2022262456" @default.

• next