Matches in SemOpenAlex for { <https://semopenalex.org/work/W3174661889> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W3174661889 abstract "This article presents a proof of convergence and sparsity of a linear programming support vector machine for regression. First, the Support Vector Regression (SVR) problem is posed as a linear programming problem modeled on a primal and dual fashion leading to the definitions of optimality. Second, we describe a sequential optimization method based on variables decomposition, constraints decomposition, and primal-dual interior point methods for solving large-scale regression/classification problems. Third, based on the methodology, we present proof of convergence and optimality conditions of the sequential optimization and its ability to produce sparse solutions." @default.
- W3174661889 created "2021-07-05" @default.
- W3174661889 creator A5045360354 @default.
- W3174661889 creator A5086964350 @default.
- W3174661889 date "2020-12-01" @default.
- W3174661889 modified "2023-09-27" @default.
- W3174661889 title "A Proof of Sparseness, Optimality, and Convergence of an LP-SVR" @default.
- W3174661889 cites W149328312 @default.
- W3174661889 cites W1518039036 @default.
- W3174661889 cites W1968712019 @default.
- W3174661889 cites W1982356825 @default.
- W3174661889 cites W1988937492 @default.
- W3174661889 cites W1990661271 @default.
- W3174661889 cites W1993105429 @default.
- W3174661889 cites W2012335627 @default.
- W3174661889 cites W2014158063 @default.
- W3174661889 cites W2061966865 @default.
- W3174661889 cites W2062071965 @default.
- W3174661889 cites W2063652453 @default.
- W3174661889 cites W2068484625 @default.
- W3174661889 cites W2088888723 @default.
- W3174661889 cites W2091143818 @default.
- W3174661889 cites W2104888576 @default.
- W3174661889 cites W2106268909 @default.
- W3174661889 cites W2109408606 @default.
- W3174661889 cites W2112914259 @default.
- W3174661889 cites W2127470768 @default.
- W3174661889 cites W2147965552 @default.
- W3174661889 cites W2383989781 @default.
- W3174661889 cites W2796446023 @default.
- W3174661889 cites W2880915534 @default.
- W3174661889 cites W2900983881 @default.
- W3174661889 cites W3002095277 @default.
- W3174661889 cites W3007980646 @default.
- W3174661889 doi "https://doi.org/10.1109/csci51800.2020.00083" @default.
- W3174661889 hasPublicationYear "2020" @default.
- W3174661889 type Work @default.
- W3174661889 sameAs 3174661889 @default.
- W3174661889 citedByCount "0" @default.
- W3174661889 crossrefType "proceedings-article" @default.
- W3174661889 hasAuthorship W3174661889A5045360354 @default.
- W3174661889 hasAuthorship W3174661889A5086964350 @default.
- W3174661889 hasConcept C11413529 @default.
- W3174661889 hasConcept C12267149 @default.
- W3174661889 hasConcept C124681953 @default.
- W3174661889 hasConcept C124952713 @default.
- W3174661889 hasConcept C126255220 @default.
- W3174661889 hasConcept C137836250 @default.
- W3174661889 hasConcept C142362112 @default.
- W3174661889 hasConcept C154945302 @default.
- W3174661889 hasConcept C155253501 @default.
- W3174661889 hasConcept C162324750 @default.
- W3174661889 hasConcept C18903297 @default.
- W3174661889 hasConcept C2777303404 @default.
- W3174661889 hasConcept C2780980858 @default.
- W3174661889 hasConcept C33923547 @default.
- W3174661889 hasConcept C41008148 @default.
- W3174661889 hasConcept C41045048 @default.
- W3174661889 hasConcept C50522688 @default.
- W3174661889 hasConcept C86803240 @default.
- W3174661889 hasConceptScore W3174661889C11413529 @default.
- W3174661889 hasConceptScore W3174661889C12267149 @default.
- W3174661889 hasConceptScore W3174661889C124681953 @default.
- W3174661889 hasConceptScore W3174661889C124952713 @default.
- W3174661889 hasConceptScore W3174661889C126255220 @default.
- W3174661889 hasConceptScore W3174661889C137836250 @default.
- W3174661889 hasConceptScore W3174661889C142362112 @default.
- W3174661889 hasConceptScore W3174661889C154945302 @default.
- W3174661889 hasConceptScore W3174661889C155253501 @default.
- W3174661889 hasConceptScore W3174661889C162324750 @default.
- W3174661889 hasConceptScore W3174661889C18903297 @default.
- W3174661889 hasConceptScore W3174661889C2777303404 @default.
- W3174661889 hasConceptScore W3174661889C2780980858 @default.
- W3174661889 hasConceptScore W3174661889C33923547 @default.
- W3174661889 hasConceptScore W3174661889C41008148 @default.
- W3174661889 hasConceptScore W3174661889C41045048 @default.
- W3174661889 hasConceptScore W3174661889C50522688 @default.
- W3174661889 hasConceptScore W3174661889C86803240 @default.
- W3174661889 hasLocation W31746618891 @default.
- W3174661889 hasOpenAccess W3174661889 @default.
- W3174661889 hasPrimaryLocation W31746618891 @default.
- W3174661889 hasRelatedWork W1587354340 @default.
- W3174661889 hasRelatedWork W1595212828 @default.
- W3174661889 hasRelatedWork W2039997330 @default.
- W3174661889 hasRelatedWork W2089095906 @default.
- W3174661889 hasRelatedWork W2093754622 @default.
- W3174661889 hasRelatedWork W211549749 @default.
- W3174661889 hasRelatedWork W2165349700 @default.
- W3174661889 hasRelatedWork W2187613024 @default.
- W3174661889 hasRelatedWork W2372053480 @default.
- W3174661889 hasRelatedWork W3102589070 @default.
- W3174661889 isParatext "false" @default.
- W3174661889 isRetracted "false" @default.
- W3174661889 magId "3174661889" @default.
- W3174661889 workType "article" @default.