Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890163592> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2890163592 endingPage "e0203829" @default.
- W2890163592 startingPage "e0203829" @default.
- W2890163592 abstract "In this study, a multi-stage optimization procedure is proposed to develop deep neural network models which results in a powerful deep learning pipeline called intelligent deep learning (iDeepLe). The proposed pipeline is then evaluated by a challenging real-world problem, the modeling of the spectral acceleration experienced by a particle during earthquakes. This approach has three main stages to optimize the deep model topology, the hyper-parameters, and its performance, respectively. This pipeline optimizes the deep model via adaptive learning rate optimization algorithms for both accuracy and complexity in multiple stages, while simultaneously solving the unknown parameters of the regression model. Among the seven adaptive learning rate optimization algorithms, Nadam optimization algorithm has shown the best performance results in the current study. The proposed approach is shown to be a suitable tool to generate solid models for this complex real-world system. The results also show that the parallel pipeline of iDeepLe has the capacity to handle big data problems as well." @default.
- W2890163592 created "2018-09-27" @default.
- W2890163592 creator A5028946489 @default.
- W2890163592 creator A5039341855 @default.
- W2890163592 creator A5039840919 @default.
- W2890163592 creator A5056011903 @default.
- W2890163592 creator A5086422507 @default.
- W2890163592 date "2018-09-19" @default.
- W2890163592 modified "2023-10-16" @default.
- W2890163592 title "Multi-stage optimization of a deep model: A case study on ground motion modeling" @default.
- W2890163592 cites W1622676895 @default.
- W2890163592 cites W1972114184 @default.
- W2890163592 cites W1973141564 @default.
- W2890163592 cites W1988720110 @default.
- W2890163592 cites W1995341919 @default.
- W2890163592 cites W2087661061 @default.
- W2890163592 cites W2100370856 @default.
- W2890163592 cites W2110798204 @default.
- W2890163592 cites W2115985071 @default.
- W2890163592 cites W2131572805 @default.
- W2890163592 cites W2136922672 @default.
- W2890163592 cites W2150434466 @default.
- W2890163592 cites W2757702615 @default.
- W2890163592 cites W2919115771 @default.
- W2890163592 cites W4239510810 @default.
- W2890163592 doi "https://doi.org/10.1371/journal.pone.0203829" @default.
- W2890163592 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6145533" @default.
- W2890163592 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30231077" @default.
- W2890163592 hasPublicationYear "2018" @default.
- W2890163592 type Work @default.
- W2890163592 sameAs 2890163592 @default.
- W2890163592 citedByCount "19" @default.
- W2890163592 countsByYear W28901635922018 @default.
- W2890163592 countsByYear W28901635922019 @default.
- W2890163592 countsByYear W28901635922020 @default.
- W2890163592 countsByYear W28901635922021 @default.
- W2890163592 countsByYear W28901635922022 @default.
- W2890163592 countsByYear W28901635922023 @default.
- W2890163592 crossrefType "journal-article" @default.
- W2890163592 hasAuthorship W2890163592A5028946489 @default.
- W2890163592 hasAuthorship W2890163592A5039341855 @default.
- W2890163592 hasAuthorship W2890163592A5039840919 @default.
- W2890163592 hasAuthorship W2890163592A5056011903 @default.
- W2890163592 hasAuthorship W2890163592A5086422507 @default.
- W2890163592 hasBestOaLocation W28901635921 @default.
- W2890163592 hasConcept C108583219 @default.
- W2890163592 hasConcept C111919701 @default.
- W2890163592 hasConcept C11413529 @default.
- W2890163592 hasConcept C119857082 @default.
- W2890163592 hasConcept C127413603 @default.
- W2890163592 hasConcept C135628077 @default.
- W2890163592 hasConcept C137836250 @default.
- W2890163592 hasConcept C149672232 @default.
- W2890163592 hasConcept C154945302 @default.
- W2890163592 hasConcept C189216461 @default.
- W2890163592 hasConcept C199360897 @default.
- W2890163592 hasConcept C41008148 @default.
- W2890163592 hasConcept C43521106 @default.
- W2890163592 hasConcept C50644808 @default.
- W2890163592 hasConcept C66938386 @default.
- W2890163592 hasConceptScore W2890163592C108583219 @default.
- W2890163592 hasConceptScore W2890163592C111919701 @default.
- W2890163592 hasConceptScore W2890163592C11413529 @default.
- W2890163592 hasConceptScore W2890163592C119857082 @default.
- W2890163592 hasConceptScore W2890163592C127413603 @default.
- W2890163592 hasConceptScore W2890163592C135628077 @default.
- W2890163592 hasConceptScore W2890163592C137836250 @default.
- W2890163592 hasConceptScore W2890163592C149672232 @default.
- W2890163592 hasConceptScore W2890163592C154945302 @default.
- W2890163592 hasConceptScore W2890163592C189216461 @default.
- W2890163592 hasConceptScore W2890163592C199360897 @default.
- W2890163592 hasConceptScore W2890163592C41008148 @default.
- W2890163592 hasConceptScore W2890163592C43521106 @default.
- W2890163592 hasConceptScore W2890163592C50644808 @default.
- W2890163592 hasConceptScore W2890163592C66938386 @default.
- W2890163592 hasIssue "9" @default.
- W2890163592 hasLocation W28901635921 @default.
- W2890163592 hasLocation W28901635922 @default.
- W2890163592 hasLocation W28901635923 @default.
- W2890163592 hasLocation W28901635924 @default.
- W2890163592 hasLocation W28901635925 @default.
- W2890163592 hasOpenAccess W2890163592 @default.
- W2890163592 hasPrimaryLocation W28901635921 @default.
- W2890163592 hasRelatedWork W2890163592 @default.
- W2890163592 hasRelatedWork W3014300295 @default.
- W2890163592 hasRelatedWork W3164822677 @default.
- W2890163592 hasRelatedWork W4223943233 @default.
- W2890163592 hasRelatedWork W4225161397 @default.
- W2890163592 hasRelatedWork W4312200629 @default.
- W2890163592 hasRelatedWork W4360585206 @default.
- W2890163592 hasRelatedWork W4364306694 @default.
- W2890163592 hasRelatedWork W4380075502 @default.
- W2890163592 hasRelatedWork W4380086463 @default.
- W2890163592 hasVolume "13" @default.
- W2890163592 isParatext "false" @default.
- W2890163592 isRetracted "false" @default.
- W2890163592 magId "2890163592" @default.
- W2890163592 workType "article" @default.