Matches in SemOpenAlex for { <https://semopenalex.org/work/W2107275435> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2107275435 abstract "In this paper, a feature extraction method for online classification problems is presented by extending Kernel principal component analysis (KPCA). The proposed incremental KPCA (IKPCA) constructs a nonlinear high-dimensional feature space incrementally by not only updating eigen-axes but also adding new eigen-axes. The augmentation of a new eigen-axis is carried out when the accumulation ratio falls below a threshold value. We mathematically derive the incremental update equations of eigen-axes and the accumulation ratio without keeping all training samples. From the experimental results, we conclude that the proposed IKPCA works well as an incremental learning algorithm of a feature space in the sense that a minimum number of axes are augmented to maintain a designated accumulation ratio, and that the eigenvectors with major eigenvalues can converge closely to those of the batch type of KPCA. In addition, the recognition accuracy of IKPCA is similar to or slightly better than that of KPCA" @default.
- W2107275435 created "2016-06-24" @default.
- W2107275435 creator A5019819108 @default.
- W2107275435 creator A5020773266 @default.
- W2107275435 creator A5048669520 @default.
- W2107275435 date "2006-05-25" @default.
- W2107275435 modified "2023-09-25" @default.
- W2107275435 title "Incremental Kernel PCA for Online Learning of Feature Space" @default.
- W2107275435 cites W1479759579 @default.
- W2107275435 cites W1503196035 @default.
- W2107275435 cites W2026174036 @default.
- W2107275435 cites W2105628133 @default.
- W2107275435 cites W2117388026 @default.
- W2107275435 cites W2140095548 @default.
- W2107275435 cites W3022026283 @default.
- W2107275435 doi "https://doi.org/10.1109/cimca.2005.1631328" @default.
- W2107275435 hasPublicationYear "2006" @default.
- W2107275435 type Work @default.
- W2107275435 sameAs 2107275435 @default.
- W2107275435 citedByCount "5" @default.
- W2107275435 countsByYear W21072754352015 @default.
- W2107275435 countsByYear W21072754352017 @default.
- W2107275435 countsByYear W21072754352019 @default.
- W2107275435 crossrefType "proceedings-article" @default.
- W2107275435 hasAuthorship W2107275435A5019819108 @default.
- W2107275435 hasAuthorship W2107275435A5020773266 @default.
- W2107275435 hasAuthorship W2107275435A5048669520 @default.
- W2107275435 hasConcept C111919701 @default.
- W2107275435 hasConcept C11413529 @default.
- W2107275435 hasConcept C114614502 @default.
- W2107275435 hasConcept C121332964 @default.
- W2107275435 hasConcept C122280245 @default.
- W2107275435 hasConcept C12267149 @default.
- W2107275435 hasConcept C138885662 @default.
- W2107275435 hasConcept C153180895 @default.
- W2107275435 hasConcept C154945302 @default.
- W2107275435 hasConcept C158693339 @default.
- W2107275435 hasConcept C182335926 @default.
- W2107275435 hasConcept C27438332 @default.
- W2107275435 hasConcept C2776401178 @default.
- W2107275435 hasConcept C2778572836 @default.
- W2107275435 hasConcept C2780735816 @default.
- W2107275435 hasConcept C33923547 @default.
- W2107275435 hasConcept C41008148 @default.
- W2107275435 hasConcept C41895202 @default.
- W2107275435 hasConcept C52622490 @default.
- W2107275435 hasConcept C62520636 @default.
- W2107275435 hasConcept C74193536 @default.
- W2107275435 hasConcept C83665646 @default.
- W2107275435 hasConceptScore W2107275435C111919701 @default.
- W2107275435 hasConceptScore W2107275435C11413529 @default.
- W2107275435 hasConceptScore W2107275435C114614502 @default.
- W2107275435 hasConceptScore W2107275435C121332964 @default.
- W2107275435 hasConceptScore W2107275435C122280245 @default.
- W2107275435 hasConceptScore W2107275435C12267149 @default.
- W2107275435 hasConceptScore W2107275435C138885662 @default.
- W2107275435 hasConceptScore W2107275435C153180895 @default.
- W2107275435 hasConceptScore W2107275435C154945302 @default.
- W2107275435 hasConceptScore W2107275435C158693339 @default.
- W2107275435 hasConceptScore W2107275435C182335926 @default.
- W2107275435 hasConceptScore W2107275435C27438332 @default.
- W2107275435 hasConceptScore W2107275435C2776401178 @default.
- W2107275435 hasConceptScore W2107275435C2778572836 @default.
- W2107275435 hasConceptScore W2107275435C2780735816 @default.
- W2107275435 hasConceptScore W2107275435C33923547 @default.
- W2107275435 hasConceptScore W2107275435C41008148 @default.
- W2107275435 hasConceptScore W2107275435C41895202 @default.
- W2107275435 hasConceptScore W2107275435C52622490 @default.
- W2107275435 hasConceptScore W2107275435C62520636 @default.
- W2107275435 hasConceptScore W2107275435C74193536 @default.
- W2107275435 hasConceptScore W2107275435C83665646 @default.
- W2107275435 hasLocation W21072754351 @default.
- W2107275435 hasOpenAccess W2107275435 @default.
- W2107275435 hasPrimaryLocation W21072754351 @default.
- W2107275435 hasRelatedWork W133771346 @default.
- W2107275435 hasRelatedWork W1549509279 @default.
- W2107275435 hasRelatedWork W1595147067 @default.
- W2107275435 hasRelatedWork W1992958453 @default.
- W2107275435 hasRelatedWork W2016406192 @default.
- W2107275435 hasRelatedWork W2097004253 @default.
- W2107275435 hasRelatedWork W2103092567 @default.
- W2107275435 hasRelatedWork W2127897932 @default.
- W2107275435 hasRelatedWork W2132933644 @default.
- W2107275435 hasRelatedWork W2294844872 @default.
- W2107275435 hasRelatedWork W2356945475 @default.
- W2107275435 hasRelatedWork W239015804 @default.
- W2107275435 hasRelatedWork W2770396349 @default.
- W2107275435 hasRelatedWork W2826315015 @default.
- W2107275435 hasRelatedWork W2946867244 @default.
- W2107275435 hasRelatedWork W3016927260 @default.
- W2107275435 hasRelatedWork W3022415429 @default.
- W2107275435 hasRelatedWork W3033319502 @default.
- W2107275435 hasRelatedWork W785164450 @default.
- W2107275435 hasRelatedWork W2822580283 @default.
- W2107275435 isParatext "false" @default.
- W2107275435 isRetracted "false" @default.
- W2107275435 magId "2107275435" @default.
- W2107275435 workType "article" @default.