Matches in SemOpenAlex for { <https://semopenalex.org/work/W2094693600> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2094693600 abstract "Classification is a rather omnipresent problem in many of the technological areas ranging from image processing to medical applications. With complex-valued neural network classifiers posing better decision making capabilities due to its orthogonal decision boundaries and it's comparatively better computational capability many complex valued neural network (CVNN) classifiers has been presented in literature. In this paper a review on the state of the art on a family of CVNNs known as complex valued extreme learning machines (CELM) is presented. With their better generalization ability and lesser computational efforts for classification problems CELMs provide a better solution for real-valued classification problems. The four CELMs that is used for solving real valued classification problems namely, Circular CELM (CC-ELM), Phase encoded CELM (PE-CELM), Bilinear Branch cut CELM (BB-CELM) and Fast Learning Complex valued Neural Classifier (FLCNC). The evaluations are done based on the datasets available in the UCI repository. Through this study it could proved that the synergy between the ELM and CVNN has brought better results in the classification arena." @default.
- W2094693600 created "2016-06-24" @default.
- W2094693600 creator A5016700472 @default.
- W2094693600 creator A5031050122 @default.
- W2094693600 date "2013-08-01" @default.
- W2094693600 modified "2023-10-03" @default.
- W2094693600 title "The impact of transformation function on the classification ability of complex valued extreme learning machines" @default.
- W2094693600 cites W1528288284 @default.
- W2094693600 cites W1978437915 @default.
- W2094693600 cites W2006842253 @default.
- W2094693600 cites W2016812413 @default.
- W2094693600 cites W2034149221 @default.
- W2094693600 cites W2080460674 @default.
- W2094693600 cites W2089823888 @default.
- W2094693600 cites W2106772201 @default.
- W2094693600 cites W2111072639 @default.
- W2094693600 cites W2124297154 @default.
- W2094693600 cites W2141767983 @default.
- W2094693600 cites W2161694749 @default.
- W2094693600 cites W2163572752 @default.
- W2094693600 doi "https://doi.org/10.1109/iccccm.2013.6648924" @default.
- W2094693600 hasPublicationYear "2013" @default.
- W2094693600 type Work @default.
- W2094693600 sameAs 2094693600 @default.
- W2094693600 citedByCount "3" @default.
- W2094693600 countsByYear W20946936002020 @default.
- W2094693600 countsByYear W20946936002022 @default.
- W2094693600 countsByYear W20946936002023 @default.
- W2094693600 crossrefType "proceedings-article" @default.
- W2094693600 hasAuthorship W2094693600A5016700472 @default.
- W2094693600 hasAuthorship W2094693600A5031050122 @default.
- W2094693600 hasConcept C115961682 @default.
- W2094693600 hasConcept C119857082 @default.
- W2094693600 hasConcept C134306372 @default.
- W2094693600 hasConcept C153180895 @default.
- W2094693600 hasConcept C154945302 @default.
- W2094693600 hasConcept C177148314 @default.
- W2094693600 hasConcept C2780150128 @default.
- W2094693600 hasConcept C33923547 @default.
- W2094693600 hasConcept C41008148 @default.
- W2094693600 hasConcept C50644808 @default.
- W2094693600 hasConcept C75294576 @default.
- W2094693600 hasConcept C95623464 @default.
- W2094693600 hasConceptScore W2094693600C115961682 @default.
- W2094693600 hasConceptScore W2094693600C119857082 @default.
- W2094693600 hasConceptScore W2094693600C134306372 @default.
- W2094693600 hasConceptScore W2094693600C153180895 @default.
- W2094693600 hasConceptScore W2094693600C154945302 @default.
- W2094693600 hasConceptScore W2094693600C177148314 @default.
- W2094693600 hasConceptScore W2094693600C2780150128 @default.
- W2094693600 hasConceptScore W2094693600C33923547 @default.
- W2094693600 hasConceptScore W2094693600C41008148 @default.
- W2094693600 hasConceptScore W2094693600C50644808 @default.
- W2094693600 hasConceptScore W2094693600C75294576 @default.
- W2094693600 hasConceptScore W2094693600C95623464 @default.
- W2094693600 hasLocation W20946936001 @default.
- W2094693600 hasOpenAccess W2094693600 @default.
- W2094693600 hasPrimaryLocation W20946936001 @default.
- W2094693600 hasRelatedWork W1924140465 @default.
- W2094693600 hasRelatedWork W2163817528 @default.
- W2094693600 hasRelatedWork W2549006548 @default.
- W2094693600 hasRelatedWork W2807311372 @default.
- W2094693600 hasRelatedWork W2905846897 @default.
- W2094693600 hasRelatedWork W2972035100 @default.
- W2094693600 hasRelatedWork W3043252291 @default.
- W2094693600 hasRelatedWork W3200591716 @default.
- W2094693600 hasRelatedWork W4214932115 @default.
- W2094693600 hasRelatedWork W4221015625 @default.
- W2094693600 isParatext "false" @default.
- W2094693600 isRetracted "false" @default.
- W2094693600 magId "2094693600" @default.
- W2094693600 workType "article" @default.