Matches in SemOpenAlex for { <https://semopenalex.org/work/W2163584947> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2163584947 endingPage "982" @default.
- W2163584947 startingPage "971" @default.
- W2163584947 abstract "Global convergence of the sequential minimal optimization (SMO) algorithm for support vector regression (SVR) is studied in this paper. Given l training samples, SVR is formulated as a convex quadratic programming (QP) problem with l pairs of variables. We prove that if two pairs of variables violating the optimality condition are chosen for update in each step and subproblems are solved in a certain way, then the SMO algorithm always stops within a finite number of iterations after finding an optimal solution. Also, efficient implementation techniques for the SMO algorithm are presented and compared experimentally with other SMO algorithms." @default.
- W2163584947 created "2016-06-24" @default.
- W2163584947 creator A5016732558 @default.
- W2163584947 creator A5051705800 @default.
- W2163584947 creator A5087752869 @default.
- W2163584947 date "2008-06-01" @default.
- W2163584947 modified "2023-10-16" @default.
- W2163584947 title "Global Convergence of SMO Algorithm for Support Vector Regression" @default.
- W2163584947 cites W1482684349 @default.
- W2163584947 cites W1495552948 @default.
- W2163584947 cites W1543810117 @default.
- W2163584947 cites W193916344 @default.
- W2163584947 cites W2047542122 @default.
- W2163584947 cites W2109911225 @default.
- W2163584947 cites W2110899801 @default.
- W2163584947 cites W2114269623 @default.
- W2163584947 cites W2122284941 @default.
- W2163584947 cites W2138907228 @default.
- W2163584947 cites W2140586694 @default.
- W2163584947 cites W2141057577 @default.
- W2163584947 cites W2145214215 @default.
- W2163584947 cites W2145276325 @default.
- W2163584947 cites W2151040995 @default.
- W2163584947 doi "https://doi.org/10.1109/tnn.2007.915116" @default.
- W2163584947 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/18541498" @default.
- W2163584947 hasPublicationYear "2008" @default.
- W2163584947 type Work @default.
- W2163584947 sameAs 2163584947 @default.
- W2163584947 citedByCount "42" @default.
- W2163584947 countsByYear W21635849472012 @default.
- W2163584947 countsByYear W21635849472013 @default.
- W2163584947 countsByYear W21635849472014 @default.
- W2163584947 countsByYear W21635849472015 @default.
- W2163584947 countsByYear W21635849472016 @default.
- W2163584947 countsByYear W21635849472017 @default.
- W2163584947 countsByYear W21635849472018 @default.
- W2163584947 countsByYear W21635849472019 @default.
- W2163584947 countsByYear W21635849472020 @default.
- W2163584947 countsByYear W21635849472021 @default.
- W2163584947 countsByYear W21635849472023 @default.
- W2163584947 crossrefType "journal-article" @default.
- W2163584947 hasAuthorship W2163584947A5016732558 @default.
- W2163584947 hasAuthorship W2163584947A5051705800 @default.
- W2163584947 hasAuthorship W2163584947A5087752869 @default.
- W2163584947 hasConcept C10719679 @default.
- W2163584947 hasConcept C112680207 @default.
- W2163584947 hasConcept C11413529 @default.
- W2163584947 hasConcept C12267149 @default.
- W2163584947 hasConcept C126255220 @default.
- W2163584947 hasConcept C129844170 @default.
- W2163584947 hasConcept C145446738 @default.
- W2163584947 hasConcept C154945302 @default.
- W2163584947 hasConcept C162324750 @default.
- W2163584947 hasConcept C2524010 @default.
- W2163584947 hasConcept C2777303404 @default.
- W2163584947 hasConcept C33923547 @default.
- W2163584947 hasConcept C41008148 @default.
- W2163584947 hasConcept C50522688 @default.
- W2163584947 hasConcept C81845259 @default.
- W2163584947 hasConceptScore W2163584947C10719679 @default.
- W2163584947 hasConceptScore W2163584947C112680207 @default.
- W2163584947 hasConceptScore W2163584947C11413529 @default.
- W2163584947 hasConceptScore W2163584947C12267149 @default.
- W2163584947 hasConceptScore W2163584947C126255220 @default.
- W2163584947 hasConceptScore W2163584947C129844170 @default.
- W2163584947 hasConceptScore W2163584947C145446738 @default.
- W2163584947 hasConceptScore W2163584947C154945302 @default.
- W2163584947 hasConceptScore W2163584947C162324750 @default.
- W2163584947 hasConceptScore W2163584947C2524010 @default.
- W2163584947 hasConceptScore W2163584947C2777303404 @default.
- W2163584947 hasConceptScore W2163584947C33923547 @default.
- W2163584947 hasConceptScore W2163584947C41008148 @default.
- W2163584947 hasConceptScore W2163584947C50522688 @default.
- W2163584947 hasConceptScore W2163584947C81845259 @default.
- W2163584947 hasIssue "6" @default.
- W2163584947 hasLocation W21635849471 @default.
- W2163584947 hasLocation W21635849472 @default.
- W2163584947 hasOpenAccess W2163584947 @default.
- W2163584947 hasPrimaryLocation W21635849471 @default.
- W2163584947 hasRelatedWork W14783709 @default.
- W2163584947 hasRelatedWork W1528409249 @default.
- W2163584947 hasRelatedWork W1592900392 @default.
- W2163584947 hasRelatedWork W1972737268 @default.
- W2163584947 hasRelatedWork W1980082987 @default.
- W2163584947 hasRelatedWork W2167944790 @default.
- W2163584947 hasRelatedWork W2394447189 @default.
- W2163584947 hasRelatedWork W3099719361 @default.
- W2163584947 hasRelatedWork W4225890578 @default.
- W2163584947 hasRelatedWork W2186868569 @default.
- W2163584947 hasVolume "19" @default.
- W2163584947 isParatext "false" @default.
- W2163584947 isRetracted "false" @default.
- W2163584947 magId "2163584947" @default.
- W2163584947 workType "article" @default.