Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308478143> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4308478143 abstract "Base connections join the column to the foundation, thereby providing a superstructure fixation to the foundation, and play a major role in the steel structure’s ductile behavior. Seismic damage to these connections can dramatically increase the cost of restoration and the risk of destruction. The purpose of this research was to evaluate the effectiveness of three advanced hybrid models, which combine the particle swarm optimization (PSO) algorithm, Runge–Kutta optimizer (RUN), and sparrow search algorithm (SSA) with an artificial neural network (ANN), to recognize the failure modes of the steel-column base plate (SCBP) connection. Data from prior experiments were used as inputs to the models. A comparison was performed between the results of the proposed models (PSO-ANN, RUN-ANN, and SSA-ANN) and the previous studies that utilized different machine learning algorithms, such as support vector machine and naive Bayes, for the failure mode identification of the SCBP connections. Examination of all models showed that the hybrids RUN-ANN, PSO-ANN, SSA-ANN, and decision tree perform better than the others models and can predict the failure mode with an accuracy of 95%, 92%, 90%, and 91%, respectively. The SHapley Additive exPlanation methodology is also used in this study to demonstrate the importance and contribution of the components that influence SCBP connections failure mechanism identification." @default.
- W4308478143 created "2022-11-12" @default.
- W4308478143 creator A5028087578 @default.
- W4308478143 creator A5045810600 @default.
- W4308478143 date "2023-02-01" @default.
- W4308478143 modified "2023-10-11" @default.
- W4308478143 title "Efficiency of Data-Driven Hybrid Algorithms for Steel-Column Base Connection Failure Mode Detection" @default.
- W4308478143 cites W171700657 @default.
- W4308478143 cites W1995341919 @default.
- W4308478143 cites W2013991175 @default.
- W4308478143 cites W2023196349 @default.
- W4308478143 cites W2153596330 @default.
- W4308478143 cites W2169245194 @default.
- W4308478143 cites W2322159772 @default.
- W4308478143 cites W2755973777 @default.
- W4308478143 cites W2768692478 @default.
- W4308478143 cites W2810163769 @default.
- W4308478143 cites W2912733464 @default.
- W4308478143 cites W3006506260 @default.
- W4308478143 cites W3100211147 @default.
- W4308478143 cites W3117440001 @default.
- W4308478143 cites W3118681570 @default.
- W4308478143 cites W3130785486 @default.
- W4308478143 cites W3152554678 @default.
- W4308478143 cites W3154719286 @default.
- W4308478143 cites W3155257921 @default.
- W4308478143 cites W3157760823 @default.
- W4308478143 cites W3165181986 @default.
- W4308478143 cites W3173408620 @default.
- W4308478143 cites W3197543795 @default.
- W4308478143 doi "https://doi.org/10.1061/(asce)sc.1943-5576.0000741" @default.
- W4308478143 hasPublicationYear "2023" @default.
- W4308478143 type Work @default.
- W4308478143 citedByCount "3" @default.
- W4308478143 countsByYear W43084781432023 @default.
- W4308478143 crossrefType "journal-article" @default.
- W4308478143 hasAuthorship W4308478143A5028087578 @default.
- W4308478143 hasAuthorship W4308478143A5045810600 @default.
- W4308478143 hasConcept C111919701 @default.
- W4308478143 hasConcept C11413529 @default.
- W4308478143 hasConcept C116834253 @default.
- W4308478143 hasConcept C127413603 @default.
- W4308478143 hasConcept C13355873 @default.
- W4308478143 hasConcept C154945302 @default.
- W4308478143 hasConcept C2780551164 @default.
- W4308478143 hasConcept C41008148 @default.
- W4308478143 hasConcept C48677424 @default.
- W4308478143 hasConcept C50644808 @default.
- W4308478143 hasConcept C59822182 @default.
- W4308478143 hasConcept C66283442 @default.
- W4308478143 hasConcept C66938386 @default.
- W4308478143 hasConcept C84525736 @default.
- W4308478143 hasConcept C85617194 @default.
- W4308478143 hasConcept C86803240 @default.
- W4308478143 hasConceptScore W4308478143C111919701 @default.
- W4308478143 hasConceptScore W4308478143C11413529 @default.
- W4308478143 hasConceptScore W4308478143C116834253 @default.
- W4308478143 hasConceptScore W4308478143C127413603 @default.
- W4308478143 hasConceptScore W4308478143C13355873 @default.
- W4308478143 hasConceptScore W4308478143C154945302 @default.
- W4308478143 hasConceptScore W4308478143C2780551164 @default.
- W4308478143 hasConceptScore W4308478143C41008148 @default.
- W4308478143 hasConceptScore W4308478143C48677424 @default.
- W4308478143 hasConceptScore W4308478143C50644808 @default.
- W4308478143 hasConceptScore W4308478143C59822182 @default.
- W4308478143 hasConceptScore W4308478143C66283442 @default.
- W4308478143 hasConceptScore W4308478143C66938386 @default.
- W4308478143 hasConceptScore W4308478143C84525736 @default.
- W4308478143 hasConceptScore W4308478143C85617194 @default.
- W4308478143 hasConceptScore W4308478143C86803240 @default.
- W4308478143 hasIssue "1" @default.
- W4308478143 hasLocation W43084781431 @default.
- W4308478143 hasOpenAccess W4308478143 @default.
- W4308478143 hasPrimaryLocation W43084781431 @default.
- W4308478143 hasRelatedWork W1970060802 @default.
- W4308478143 hasRelatedWork W2034357437 @default.
- W4308478143 hasRelatedWork W2067874406 @default.
- W4308478143 hasRelatedWork W2106514712 @default.
- W4308478143 hasRelatedWork W2323413906 @default.
- W4308478143 hasRelatedWork W2361617591 @default.
- W4308478143 hasRelatedWork W2378158679 @default.
- W4308478143 hasRelatedWork W2410866490 @default.
- W4308478143 hasRelatedWork W2898942020 @default.
- W4308478143 hasRelatedWork W4367840301 @default.
- W4308478143 hasVolume "28" @default.
- W4308478143 isParatext "false" @default.
- W4308478143 isRetracted "false" @default.
- W4308478143 workType "article" @default.