Matches in SemOpenAlex for { <https://semopenalex.org/work/W3170870589> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W3170870589 abstract "Support Vector Machine (SVM) is widely used as a classifier in a number of applications in image processing. However, the penalty parameter (C) of SVM controls the tradeoff between margin and penalty factor. And the kernel parameter gamma (g) of SVM with the Radial Basis Function (RBF) is inversely proportional to width of kernel which affects the classification performance seriously. The parameters C and g are the deciding factors which affect the performance of SVM classifier. The paper tunes these factors using hybrid optimization algorithms. Two optimization algorithms, namely, Fractional Order Darwinian Particle Swarm Optimization (FODPSO), which is advanced level of DPSO, and Gravitational Search Algorithm (GSA) are combined. Out of these, the first is local optimization algorithm and the second one is global optimization algorithm. Two common datasets, namely, JAFFE and Yale, are used in the experiments to validate the performance of the proposed algorithms. The results demonstrate that the SVM parameters selected by FODPSO-GSA-SVM contribute to higher accuracy than PSO, GA, GSA and other methods mentioned in the literature." @default.
- W3170870589 created "2021-06-22" @default.
- W3170870589 creator A5033116780 @default.
- W3170870589 creator A5076867045 @default.
- W3170870589 date "2018-10-11" @default.
- W3170870589 modified "2023-09-26" @default.
- W3170870589 title "Improved SVM Classifier Based on FODPSO and GSA Algorithms and Its Application in Face Recognition" @default.
- W3170870589 hasPublicationYear "2018" @default.
- W3170870589 type Work @default.
- W3170870589 sameAs 3170870589 @default.
- W3170870589 citedByCount "0" @default.
- W3170870589 crossrefType "posted-content" @default.
- W3170870589 hasAuthorship W3170870589A5033116780 @default.
- W3170870589 hasAuthorship W3170870589A5076867045 @default.
- W3170870589 hasConcept C11413529 @default.
- W3170870589 hasConcept C119857082 @default.
- W3170870589 hasConcept C12267149 @default.
- W3170870589 hasConcept C153180895 @default.
- W3170870589 hasConcept C154945302 @default.
- W3170870589 hasConcept C33923547 @default.
- W3170870589 hasConcept C41008148 @default.
- W3170870589 hasConcept C50644808 @default.
- W3170870589 hasConcept C85617194 @default.
- W3170870589 hasConcept C95623464 @default.
- W3170870589 hasConcept C98856871 @default.
- W3170870589 hasConceptScore W3170870589C11413529 @default.
- W3170870589 hasConceptScore W3170870589C119857082 @default.
- W3170870589 hasConceptScore W3170870589C12267149 @default.
- W3170870589 hasConceptScore W3170870589C153180895 @default.
- W3170870589 hasConceptScore W3170870589C154945302 @default.
- W3170870589 hasConceptScore W3170870589C33923547 @default.
- W3170870589 hasConceptScore W3170870589C41008148 @default.
- W3170870589 hasConceptScore W3170870589C50644808 @default.
- W3170870589 hasConceptScore W3170870589C85617194 @default.
- W3170870589 hasConceptScore W3170870589C95623464 @default.
- W3170870589 hasConceptScore W3170870589C98856871 @default.
- W3170870589 hasLocation W31708705891 @default.
- W3170870589 hasOpenAccess W3170870589 @default.
- W3170870589 hasPrimaryLocation W31708705891 @default.
- W3170870589 hasRelatedWork W2005082635 @default.
- W3170870589 hasRelatedWork W2009090798 @default.
- W3170870589 hasRelatedWork W2020514712 @default.
- W3170870589 hasRelatedWork W2270488711 @default.
- W3170870589 hasRelatedWork W2288739150 @default.
- W3170870589 hasRelatedWork W2362870691 @default.
- W3170870589 hasRelatedWork W2378600175 @default.
- W3170870589 hasRelatedWork W2383943119 @default.
- W3170870589 hasRelatedWork W2385241496 @default.
- W3170870589 hasRelatedWork W2410137293 @default.
- W3170870589 hasRelatedWork W2538531551 @default.
- W3170870589 hasRelatedWork W2798996733 @default.
- W3170870589 hasRelatedWork W2905018529 @default.
- W3170870589 hasRelatedWork W2941151356 @default.
- W3170870589 hasRelatedWork W2949472803 @default.
- W3170870589 hasRelatedWork W2950363476 @default.
- W3170870589 hasRelatedWork W2972206763 @default.
- W3170870589 hasRelatedWork W2991128382 @default.
- W3170870589 hasRelatedWork W3041665714 @default.
- W3170870589 hasRelatedWork W70657407 @default.
- W3170870589 isParatext "false" @default.
- W3170870589 isRetracted "false" @default.
- W3170870589 magId "3170870589" @default.
- W3170870589 workType "article" @default.