FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3096132384> ?p ?o ?g. }

• W3096132384 endingPage "1346" @default.
• W3096132384 startingPage "1341" @default.
• W3096132384 abstract "Extreme Learning Machine (ELM) is an efficient and effective least-square-based learning algorithm for classification, regression problems based on single hidden layer feed-forward neural network (SLFN). It has been shown in the literature that it has faster convergence and good generalization ability for moderate datasets. But, there is great deal of challenge involved in computing the pseudoinverse when there are large numbers of hidden nodes or for large number of instances to train complex pattern recognition problems. To address this problem, a few approaches such as EM-ELM, DF-ELM have been proposed in the literature. In this paper, a new rank-based matrix decomposition of the hidden layer matrix is introduced to have the optimal training time and reduce the computational complexity for a large number of hidden nodes in the hidden layer. The results show that it has constant training time which is closer towards the minimal training time and very far from worst-case training time of the DF-ELM algorithm that has been shown efficient in the recent literature." @default.
• W3096132384 created "2020-11-09" @default.
• W3096132384 creator A5039894381 @default.
• W3096132384 creator A5044777472 @default.
• W3096132384 date "2019-08-30" @default.
• W3096132384 modified "2023-10-14" @default.
• W3096132384 title "Rank Based Pseudoinverse Computation in Extreme Learning Machine for large Datasets" @default.
• W3096132384 cites W1202743199 @default.
• W3096132384 cites W1972782958 @default.
• W3096132384 cites W2047431064 @default.
• W3096132384 cites W2061148491 @default.
• W3096132384 cites W2096202120 @default.
• W3096132384 cites W2096987757 @default.
• W3096132384 cites W2111072639 @default.
• W3096132384 cites W2132862423 @default.
• W3096132384 cites W2134603844 @default.
• W3096132384 cites W2141695047 @default.
• W3096132384 cites W2158054309 @default.
• W3096132384 cites W2200393290 @default.
• W3096132384 cites W2234781454 @default.
• W3096132384 cites W2263756804 @default.
• W3096132384 cites W2464262491 @default.
• W3096132384 cites W2542529394 @default.
• W3096132384 cites W3198134824 @default.
• W3096132384 doi "https://doi.org/10.35940/ijitee.i8439.0881019" @default.
• W3096132384 hasPublicationYear "2019" @default.
• W3096132384 type Work @default.
• W3096132384 sameAs 3096132384 @default.
• W3096132384 citedByCount "0" @default.
• W3096132384 crossrefType "journal-article" @default.
• W3096132384 hasAuthorship W3096132384A5039894381 @default.
• W3096132384 hasAuthorship W3096132384A5044777472 @default.
• W3096132384 hasBestOaLocation W30961323841 @default.
• W3096132384 hasConcept C106487976 @default.
• W3096132384 hasConcept C11413529 @default.
• W3096132384 hasConcept C114614502 @default.
• W3096132384 hasConcept C119857082 @default.
• W3096132384 hasConcept C134306372 @default.
• W3096132384 hasConcept C153180895 @default.
• W3096132384 hasConcept C154945302 @default.
• W3096132384 hasConcept C159985019 @default.
• W3096132384 hasConcept C162324750 @default.
• W3096132384 hasConcept C164226766 @default.
• W3096132384 hasConcept C177148314 @default.
• W3096132384 hasConcept C179799912 @default.
• W3096132384 hasConcept C192562407 @default.
• W3096132384 hasConcept C207467116 @default.
• W3096132384 hasConcept C21556879 @default.
• W3096132384 hasConcept C2524010 @default.
• W3096132384 hasConcept C2777303404 @default.
• W3096132384 hasConcept C2780150128 @default.
• W3096132384 hasConcept C33923547 @default.
• W3096132384 hasConcept C41008148 @default.
• W3096132384 hasConcept C45374587 @default.
• W3096132384 hasConcept C50522688 @default.
• W3096132384 hasConcept C50644808 @default.
• W3096132384 hasConceptScore W3096132384C106487976 @default.
• W3096132384 hasConceptScore W3096132384C11413529 @default.
• W3096132384 hasConceptScore W3096132384C114614502 @default.
• W3096132384 hasConceptScore W3096132384C119857082 @default.
• W3096132384 hasConceptScore W3096132384C134306372 @default.
• W3096132384 hasConceptScore W3096132384C153180895 @default.
• W3096132384 hasConceptScore W3096132384C154945302 @default.
• W3096132384 hasConceptScore W3096132384C159985019 @default.
• W3096132384 hasConceptScore W3096132384C162324750 @default.
• W3096132384 hasConceptScore W3096132384C164226766 @default.
• W3096132384 hasConceptScore W3096132384C177148314 @default.
• W3096132384 hasConceptScore W3096132384C179799912 @default.
• W3096132384 hasConceptScore W3096132384C192562407 @default.
• W3096132384 hasConceptScore W3096132384C207467116 @default.
• W3096132384 hasConceptScore W3096132384C21556879 @default.
• W3096132384 hasConceptScore W3096132384C2524010 @default.
• W3096132384 hasConceptScore W3096132384C2777303404 @default.
• W3096132384 hasConceptScore W3096132384C2780150128 @default.
• W3096132384 hasConceptScore W3096132384C33923547 @default.
• W3096132384 hasConceptScore W3096132384C41008148 @default.
• W3096132384 hasConceptScore W3096132384C45374587 @default.
• W3096132384 hasConceptScore W3096132384C50522688 @default.
• W3096132384 hasConceptScore W3096132384C50644808 @default.
• W3096132384 hasIssue "10" @default.
• W3096132384 hasLocation W30961323841 @default.
• W3096132384 hasLocation W30961323842 @default.
• W3096132384 hasOpenAccess W3096132384 @default.
• W3096132384 hasPrimaryLocation W30961323841 @default.
• W3096132384 hasRelatedWork W1545807863 @default.
• W3096132384 hasRelatedWork W2005318905 @default.
• W3096132384 hasRelatedWork W2073668838 @default.
• W3096132384 hasRelatedWork W2181396698 @default.
• W3096132384 hasRelatedWork W2475251269 @default.
• W3096132384 hasRelatedWork W2945765785 @default.
• W3096132384 hasRelatedWork W2989932438 @default.
• W3096132384 hasRelatedWork W3134233996 @default.
• W3096132384 hasRelatedWork W3185179407 @default.
• W3096132384 hasRelatedWork W3204132696 @default.
• W3096132384 hasVolume "8" @default.
• W3096132384 isParatext "false" @default.
• W3096132384 isRetracted "false" @default.
• W3096132384 magId "3096132384" @default.

• next