FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289262800> ?p ?o ?g. }

• W4289262800 abstract "Sparse representation-based classification (SRC) has been widely used because it just relies on simple linear regression ideas to do classification, and it does not need learning. However, the performance of SRC is limited by needing sufficient labeled samples per class and the sensitivity to class imbalance. For tackling these problems, an improved SRC model is constructed in this paper. For alleviating the problem of insufficient labeled samples, an unlabeled data-driven inverse projection sparse representation-based classification model is constructed to achieve effective and stable representation and recognition results. The L1/2 and S1/2 regularizations are introduced to capture the sparsity of 1-D and 2-D, and to make the model have good statistical properties. Moreover, the cost-sensitive strategy is integrated into the model’s classification criteria to improve the imbalance of class distribution adaptively, especially for multiclass imbalanced data. A solver utilizing the mixed Gauss-Seidel and Jacobian ADMM algorithm is developed to obtain the approximate solution. Experiments on common public test databases show that the proposed model achieves competitive results compared with the latest published results and some deep-learning algorithms." @default.
• W4289262800 created "2022-08-01" @default.
• W4289262800 creator A5017038288 @default.
• W4289262800 creator A5052267876 @default.
• W4289262800 creator A5059936764 @default.
• W4289262800 creator A5075938156 @default.
• W4289262800 date "2022-07-25" @default.
• W4289262800 modified "2023-09-29" @default.
• W4289262800 title "Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization" @default.
• W4289262800 cites W1886306325 @default.
• W4289262800 cites W1938872665 @default.
• W4289262800 cites W1966701961 @default.
• W4289262800 cites W1968694834 @default.
• W4289262800 cites W1982405594 @default.
• W4289262800 cites W1993220166 @default.
• W4289262800 cites W2006793117 @default.
• W4289262800 cites W2014360396 @default.
• W4289262800 cites W2026503419 @default.
• W4289262800 cites W2041891835 @default.
• W4289262800 cites W2056201402 @default.
• W4289262800 cites W2064208261 @default.
• W4289262800 cites W2070808135 @default.
• W4289262800 cites W2078481172 @default.
• W4289262800 cites W2104167780 @default.
• W4289262800 cites W2118550318 @default.
• W4289262800 cites W2118978333 @default.
• W4289262800 cites W2120100419 @default.
• W4289262800 cites W2123921160 @default.
• W4289262800 cites W2129812935 @default.
• W4289262800 cites W2131081720 @default.
• W4289262800 cites W2137009853 @default.
• W4289262800 cites W2155250653 @default.
• W4289262800 cites W2163808566 @default.
• W4289262800 cites W2203316079 @default.
• W4289262800 cites W2313529869 @default.
• W4289262800 cites W2315814222 @default.
• W4289262800 cites W2371671679 @default.
• W4289262800 cites W2611328865 @default.
• W4289262800 cites W2754803257 @default.
• W4289262800 cites W2757241815 @default.
• W4289262800 cites W2790159620 @default.
• W4289262800 cites W2916995168 @default.
• W4289262800 cites W2942519784 @default.
• W4289262800 cites W2963664109 @default.
• W4289262800 cites W2964050365 @default.
• W4289262800 cites W3012669251 @default.
• W4289262800 cites W3102431071 @default.
• W4289262800 cites W3103904664 @default.
• W4289262800 cites W4246697467 @default.
• W4289262800 doi "https://doi.org/10.1007/s11432-021-3319-4" @default.
• W4289262800 hasPublicationYear "2022" @default.
• W4289262800 type Work @default.
• W4289262800 citedByCount "0" @default.
• W4289262800 crossrefType "journal-article" @default.
• W4289262800 hasAuthorship W4289262800A5017038288 @default.
• W4289262800 hasAuthorship W4289262800A5052267876 @default.
• W4289262800 hasAuthorship W4289262800A5059936764 @default.
• W4289262800 hasAuthorship W4289262800A5075938156 @default.
• W4289262800 hasBestOaLocation W42892628001 @default.
• W4289262800 hasConcept C11413529 @default.
• W4289262800 hasConcept C119857082 @default.
• W4289262800 hasConcept C124066611 @default.
• W4289262800 hasConcept C134306372 @default.
• W4289262800 hasConcept C135252773 @default.
• W4289262800 hasConcept C153180895 @default.
• W4289262800 hasConcept C154945302 @default.
• W4289262800 hasConcept C17744445 @default.
• W4289262800 hasConcept C199539241 @default.
• W4289262800 hasConcept C200331156 @default.
• W4289262800 hasConcept C2776135515 @default.
• W4289262800 hasConcept C2776359362 @default.
• W4289262800 hasConcept C28826006 @default.
• W4289262800 hasConcept C33923547 @default.
• W4289262800 hasConcept C41008148 @default.
• W4289262800 hasConcept C57493831 @default.
• W4289262800 hasConcept C94625758 @default.
• W4289262800 hasConceptScore W4289262800C11413529 @default.
• W4289262800 hasConceptScore W4289262800C119857082 @default.
• W4289262800 hasConceptScore W4289262800C124066611 @default.
• W4289262800 hasConceptScore W4289262800C134306372 @default.
• W4289262800 hasConceptScore W4289262800C135252773 @default.
• W4289262800 hasConceptScore W4289262800C153180895 @default.
• W4289262800 hasConceptScore W4289262800C154945302 @default.
• W4289262800 hasConceptScore W4289262800C17744445 @default.
• W4289262800 hasConceptScore W4289262800C199539241 @default.
• W4289262800 hasConceptScore W4289262800C200331156 @default.
• W4289262800 hasConceptScore W4289262800C2776135515 @default.
• W4289262800 hasConceptScore W4289262800C2776359362 @default.
• W4289262800 hasConceptScore W4289262800C28826006 @default.
• W4289262800 hasConceptScore W4289262800C33923547 @default.
• W4289262800 hasConceptScore W4289262800C41008148 @default.
• W4289262800 hasConceptScore W4289262800C57493831 @default.
• W4289262800 hasConceptScore W4289262800C94625758 @default.
• W4289262800 hasIssue "8" @default.
• W4289262800 hasLocation W42892628001 @default.
• W4289262800 hasOpenAccess W4289262800 @default.
• W4289262800 hasPrimaryLocation W42892628001 @default.
• W4289262800 hasRelatedWork W1945544474 @default.
• W4289262800 hasRelatedWork W1972656095 @default.
• W4289262800 hasRelatedWork W1977512030 @default.

• next