FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386032938> ?p ?o ?g. }

• W4386032938 endingPage "637" @default.
• W4386032938 startingPage "637" @default.
• W4386032938 abstract "Sequential minimal optimization (SMO) method is an algorithm for solving optimization problems arising from the training process of support vector machines (SVM). The SMO algorithm is mainly used to solve the optimization problem of the objective function of SVM, and it can have high accuracy. However, its optimization accuracy can be improved. Fractional order calculus is an extension of integer order calculus, which can more accurately describe the actual system and get more accurate results. In this paper, the fractional order sequential minimal optimization (FOSMO) method is proposed based on the SMO method and fractional order calculus for classification. Firstly, an objective function is expressed by a fractional order function using the FOSMO method. The representation and meaning of fractional order terms in the objective function are studied. Then the fractional derivative of Lagrange multipliers is obtained according to fractional order calculus. Lastly, the objective function is optimized based on fractional order Lagrange multipliers, and then some experiments are carried out on the linear and nonlinear classification cases. Some experiments are carried out on two-classification and multi-classification situations, and experimental results show that the FOSMO method can obtain better accuracy than the normal SMO method." @default.
• W4386032938 created "2023-08-22" @default.
• W4386032938 creator A5036052364 @default.
• W4386032938 creator A5048219656 @default.
• W4386032938 creator A5064228651 @default.
• W4386032938 date "2023-08-21" @default.
• W4386032938 modified "2023-10-15" @default.
• W4386032938 title "Fractional Order Sequential Minimal Optimization Classification Method" @default.
• W4386032938 cites W1985615393 @default.
• W4386032938 cites W2894049913 @default.
• W4386032938 cites W2912597888 @default.
• W4386032938 cites W2950911818 @default.
• W4386032938 cites W2988636483 @default.
• W4386032938 cites W3014680716 @default.
• W4386032938 cites W3094439062 @default.
• W4386032938 cites W3097594544 @default.
• W4386032938 cites W3121054756 @default.
• W4386032938 cites W3128450741 @default.
• W4386032938 cites W3148644121 @default.
• W4386032938 cites W3163585642 @default.
• W4386032938 cites W3164051601 @default.
• W4386032938 cites W3211827832 @default.
• W4386032938 cites W4229440317 @default.
• W4386032938 cites W4239510810 @default.
• W4386032938 cites W4284898464 @default.
• W4386032938 cites W4285013180 @default.
• W4386032938 cites W4285679272 @default.
• W4386032938 cites W4293777110 @default.
• W4386032938 cites W4296142779 @default.
• W4386032938 cites W4296625362 @default.
• W4386032938 cites W4297983784 @default.
• W4386032938 cites W4309089190 @default.
• W4386032938 cites W4322619060 @default.
• W4386032938 cites W4384700526 @default.
• W4386032938 cites W4384937438 @default.
• W4386032938 cites W4385076050 @default.
• W4386032938 cites W4385212681 @default.
• W4386032938 doi "https://doi.org/10.3390/fractalfract7080637" @default.
• W4386032938 hasPublicationYear "2023" @default.
• W4386032938 type Work @default.
• W4386032938 citedByCount "0" @default.
• W4386032938 crossrefType "journal-article" @default.
• W4386032938 hasAuthorship W4386032938A5036052364 @default.
• W4386032938 hasAuthorship W4386032938A5048219656 @default.
• W4386032938 hasAuthorship W4386032938A5064228651 @default.
• W4386032938 hasBestOaLocation W43860329381 @default.
• W4386032938 hasConcept C10138342 @default.
• W4386032938 hasConcept C10719679 @default.
• W4386032938 hasConcept C11413529 @default.
• W4386032938 hasConcept C115527620 @default.
• W4386032938 hasConcept C121332964 @default.
• W4386032938 hasConcept C12267149 @default.
• W4386032938 hasConcept C126255220 @default.
• W4386032938 hasConcept C14036430 @default.
• W4386032938 hasConcept C154249771 @default.
• W4386032938 hasConcept C154945302 @default.
• W4386032938 hasConcept C158622935 @default.
• W4386032938 hasConcept C162324750 @default.
• W4386032938 hasConcept C169069869 @default.
• W4386032938 hasConcept C182306322 @default.
• W4386032938 hasConcept C199360897 @default.
• W4386032938 hasConcept C2778029271 @default.
• W4386032938 hasConcept C28826006 @default.
• W4386032938 hasConcept C33923547 @default.
• W4386032938 hasConcept C41008148 @default.
• W4386032938 hasConcept C6180225 @default.
• W4386032938 hasConcept C62520636 @default.
• W4386032938 hasConcept C73684929 @default.
• W4386032938 hasConcept C78458016 @default.
• W4386032938 hasConcept C86803240 @default.
• W4386032938 hasConceptScore W4386032938C10138342 @default.
• W4386032938 hasConceptScore W4386032938C10719679 @default.
• W4386032938 hasConceptScore W4386032938C11413529 @default.
• W4386032938 hasConceptScore W4386032938C115527620 @default.
• W4386032938 hasConceptScore W4386032938C121332964 @default.
• W4386032938 hasConceptScore W4386032938C12267149 @default.
• W4386032938 hasConceptScore W4386032938C126255220 @default.
• W4386032938 hasConceptScore W4386032938C14036430 @default.
• W4386032938 hasConceptScore W4386032938C154249771 @default.
• W4386032938 hasConceptScore W4386032938C154945302 @default.
• W4386032938 hasConceptScore W4386032938C158622935 @default.
• W4386032938 hasConceptScore W4386032938C162324750 @default.
• W4386032938 hasConceptScore W4386032938C169069869 @default.
• W4386032938 hasConceptScore W4386032938C182306322 @default.
• W4386032938 hasConceptScore W4386032938C199360897 @default.
• W4386032938 hasConceptScore W4386032938C2778029271 @default.
• W4386032938 hasConceptScore W4386032938C28826006 @default.
• W4386032938 hasConceptScore W4386032938C33923547 @default.
• W4386032938 hasConceptScore W4386032938C41008148 @default.
• W4386032938 hasConceptScore W4386032938C6180225 @default.
• W4386032938 hasConceptScore W4386032938C62520636 @default.
• W4386032938 hasConceptScore W4386032938C73684929 @default.
• W4386032938 hasConceptScore W4386032938C78458016 @default.
• W4386032938 hasConceptScore W4386032938C86803240 @default.
• W4386032938 hasFunder F4320321001 @default.
• W4386032938 hasIssue "8" @default.
• W4386032938 hasLocation W43860329381 @default.
• W4386032938 hasOpenAccess W4386032938 @default.

• next