FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2107598051> ?p ?o ?g. }

• W2107598051 abstract "Computational complexity is one of the most important issues in any machine-learning algorithm. A novel working set selection mechanism is proposed to improve Support Vector Machine (SVM) learning. Implementation is based on the Keerthi et al.'s SMO algorithm, but our approach is one-class classification. When selecting samples for the optimization process, much effort is spent to find the most violating pair. The training time strongly depends on the selection of these variables. By choosing the neighbor samples of the updating pair (current working set) one can reach the optimal solution much faster. This one-class classification approach will be applied to a text categorization problem using the pointwise total correlation for term indexing." @default.
• W2107598051 created "2016-06-24" @default.
• W2107598051 creator A5042525315 @default.
• W2107598051 creator A5075798143 @default.
• W2107598051 date "2010-07-01" @default.
• W2107598051 modified "2023-09-26" @default.
• W2107598051 title "SVM - Neighbor based candidate working set selection applied on text-categorization" @default.
• W2107598051 cites W1512098439 @default.
• W2107598051 cites W1539150806 @default.
• W2107598051 cites W1586882435 @default.
• W2107598051 cites W1620243439 @default.
• W2107598051 cites W2058982198 @default.
• W2107598051 cites W2098162425 @default.
• W2107598051 cites W2100038678 @default.
• W2107598051 cites W2100967622 @default.
• W2107598051 cites W2105948726 @default.
• W2107598051 cites W2114535528 @default.
• W2107598051 cites W2115694019 @default.
• W2107598051 cites W2118020653 @default.
• W2107598051 cites W2124351082 @default.
• W2107598051 cites W2126481981 @default.
• W2107598051 cites W2132870739 @default.
• W2107598051 cites W2139212933 @default.
• W2107598051 cites W2141057577 @default.
• W2107598051 cites W2148603752 @default.
• W2107598051 cites W2149684865 @default.
• W2107598051 cites W2151040995 @default.
• W2107598051 cites W2152523366 @default.
• W2107598051 cites W2156909104 @default.
• W2107598051 cites W2170720453 @default.
• W2107598051 cites W2435251607 @default.
• W2107598051 doi "https://doi.org/10.1109/ijcnn.2010.5596318" @default.
• W2107598051 hasPublicationYear "2010" @default.
• W2107598051 type Work @default.
• W2107598051 sameAs 2107598051 @default.
• W2107598051 citedByCount "0" @default.
• W2107598051 crossrefType "proceedings-article" @default.
• W2107598051 hasAuthorship W2107598051A5042525315 @default.
• W2107598051 hasAuthorship W2107598051A5075798143 @default.
• W2107598051 hasConcept C119857082 @default.
• W2107598051 hasConcept C121332964 @default.
• W2107598051 hasConcept C12267149 @default.
• W2107598051 hasConcept C124101348 @default.
• W2107598051 hasConcept C134306372 @default.
• W2107598051 hasConcept C153180895 @default.
• W2107598051 hasConcept C154945302 @default.
• W2107598051 hasConcept C177264268 @default.
• W2107598051 hasConcept C199360897 @default.
• W2107598051 hasConcept C2777212361 @default.
• W2107598051 hasConcept C2777984123 @default.
• W2107598051 hasConcept C2986744138 @default.
• W2107598051 hasConcept C33923547 @default.
• W2107598051 hasConcept C41008148 @default.
• W2107598051 hasConcept C61797465 @default.
• W2107598051 hasConcept C62520636 @default.
• W2107598051 hasConcept C75165309 @default.
• W2107598051 hasConcept C81917197 @default.
• W2107598051 hasConcept C94124525 @default.
• W2107598051 hasConceptScore W2107598051C119857082 @default.
• W2107598051 hasConceptScore W2107598051C121332964 @default.
• W2107598051 hasConceptScore W2107598051C12267149 @default.
• W2107598051 hasConceptScore W2107598051C124101348 @default.
• W2107598051 hasConceptScore W2107598051C134306372 @default.
• W2107598051 hasConceptScore W2107598051C153180895 @default.
• W2107598051 hasConceptScore W2107598051C154945302 @default.
• W2107598051 hasConceptScore W2107598051C177264268 @default.
• W2107598051 hasConceptScore W2107598051C199360897 @default.
• W2107598051 hasConceptScore W2107598051C2777212361 @default.
• W2107598051 hasConceptScore W2107598051C2777984123 @default.
• W2107598051 hasConceptScore W2107598051C2986744138 @default.
• W2107598051 hasConceptScore W2107598051C33923547 @default.
• W2107598051 hasConceptScore W2107598051C41008148 @default.
• W2107598051 hasConceptScore W2107598051C61797465 @default.
• W2107598051 hasConceptScore W2107598051C62520636 @default.
• W2107598051 hasConceptScore W2107598051C75165309 @default.
• W2107598051 hasConceptScore W2107598051C81917197 @default.
• W2107598051 hasConceptScore W2107598051C94124525 @default.
• W2107598051 hasLocation W21075980511 @default.
• W2107598051 hasOpenAccess W2107598051 @default.
• W2107598051 hasPrimaryLocation W21075980511 @default.
• W2107598051 hasRelatedWork W1512835394 @default.
• W2107598051 hasRelatedWork W1520517775 @default.
• W2107598051 hasRelatedWork W1988872058 @default.
• W2107598051 hasRelatedWork W2007356720 @default.
• W2107598051 hasRelatedWork W2070275540 @default.
• W2107598051 hasRelatedWork W2085992595 @default.
• W2107598051 hasRelatedWork W2101578906 @default.
• W2107598051 hasRelatedWork W2102626934 @default.
• W2107598051 hasRelatedWork W2117090927 @default.
• W2107598051 hasRelatedWork W2131151290 @default.
• W2107598051 hasRelatedWork W2131807627 @default.
• W2107598051 hasRelatedWork W2140444007 @default.
• W2107598051 hasRelatedWork W2141290019 @default.
• W2107598051 hasRelatedWork W2150285824 @default.
• W2107598051 hasRelatedWork W2153609558 @default.
• W2107598051 hasRelatedWork W2350278083 @default.
• W2107598051 hasRelatedWork W2360277876 @default.
• W2107598051 hasRelatedWork W2929325066 @default.
• W2107598051 hasRelatedWork W3016454111 @default.
• W2107598051 hasRelatedWork W3135555450 @default.

• next