FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2735761649> ?p ?o ?g. }

• W2735761649 abstract "Traditional feature selection techniques are used to identify a subset of the most useful features, and consider the rest as unimportant, redundant or noisy. In the presence of highly correlated features, many variable selection methods consider correlated features as redundant and need to be removed. In this paper, a novel supervised feature selection algorithm SCANMF is proposed by jointly integrating correlation analysis and structural analysis of the balanced supervised non-negative matrix factorization (NMF). Furthermore, l 2,1 -norm minimization constraint is incorporated into the objective function to guarantee sparsity in the feature matrix rows and reduce noisy features. Our algorithm exploits the discriminative information, feature combinations, and the original features in the context of a supervised NMF method which can be beneficial for both classification and interpretation. An efficient iterative algorithm is designed to solve the constrained optimization problem with guaranteed convergence. Finally, a series of extensive experiments are conducted on 8 complex datasets. Promising results using multiple classifiers demonstrate the effectiveness and efficiency of our algorithm over state-of-the-art methods." @default.
• W2735761649 created "2017-07-21" @default.
• W2735761649 creator A5023107987 @default.
• W2735761649 creator A5071037763 @default.
• W2735761649 creator A5080194823 @default.
• W2735761649 date "2017-05-01" @default.
• W2735761649 modified "2023-09-29" @default.
• W2735761649 title "Supervised context-aware non-negative matrix factorization to handle high-dimensional high-correlated imbalanced biomedical data" @default.
• W2735761649 cites W1989119979 @default.
• W2735761649 cites W1990231296 @default.
• W2735761649 cites W2012653948 @default.
• W2735761649 cites W2024765216 @default.
• W2735761649 cites W2040912306 @default.
• W2735761649 cites W2087684630 @default.
• W2735761649 cites W2098421151 @default.
• W2735761649 cites W2109363337 @default.
• W2735761649 cites W2122825543 @default.
• W2735761649 cites W2132692097 @default.
• W2735761649 cites W2135046866 @default.
• W2735761649 cites W2140514146 @default.
• W2735761649 cites W2141012957 @default.
• W2735761649 cites W2143426320 @default.
• W2735761649 cites W2145567933 @default.
• W2735761649 cites W2147328758 @default.
• W2735761649 cites W2156336405 @default.
• W2735761649 cites W2160450758 @default.
• W2735761649 cites W2162142896 @default.
• W2735761649 cites W2167689714 @default.
• W2735761649 cites W2235645467 @default.
• W2735761649 cites W2526177130 @default.
• W2735761649 cites W2532347163 @default.
• W2735761649 cites W3143596294 @default.
• W2735761649 cites W174426676 @default.
• W2735761649 doi "https://doi.org/10.1109/ijcnn.2017.7966428" @default.
• W2735761649 hasPublicationYear "2017" @default.
• W2735761649 type Work @default.
• W2735761649 sameAs 2735761649 @default.
• W2735761649 citedByCount "3" @default.
• W2735761649 countsByYear W27357616492018 @default.
• W2735761649 countsByYear W27357616492021 @default.
• W2735761649 countsByYear W27357616492023 @default.
• W2735761649 crossrefType "proceedings-article" @default.
• W2735761649 hasAuthorship W2735761649A5023107987 @default.
• W2735761649 hasAuthorship W2735761649A5071037763 @default.
• W2735761649 hasAuthorship W2735761649A5080194823 @default.
• W2735761649 hasConcept C11413529 @default.
• W2735761649 hasConcept C119857082 @default.
• W2735761649 hasConcept C121332964 @default.
• W2735761649 hasConcept C148483581 @default.
• W2735761649 hasConcept C151730666 @default.
• W2735761649 hasConcept C152671427 @default.
• W2735761649 hasConcept C153180895 @default.
• W2735761649 hasConcept C154945302 @default.
• W2735761649 hasConcept C158693339 @default.
• W2735761649 hasConcept C2779343474 @default.
• W2735761649 hasConcept C41008148 @default.
• W2735761649 hasConcept C42355184 @default.
• W2735761649 hasConcept C52622490 @default.
• W2735761649 hasConcept C62520636 @default.
• W2735761649 hasConcept C86803240 @default.
• W2735761649 hasConcept C92207270 @default.
• W2735761649 hasConcept C97931131 @default.
• W2735761649 hasConceptScore W2735761649C11413529 @default.
• W2735761649 hasConceptScore W2735761649C119857082 @default.
• W2735761649 hasConceptScore W2735761649C121332964 @default.
• W2735761649 hasConceptScore W2735761649C148483581 @default.
• W2735761649 hasConceptScore W2735761649C151730666 @default.
• W2735761649 hasConceptScore W2735761649C152671427 @default.
• W2735761649 hasConceptScore W2735761649C153180895 @default.
• W2735761649 hasConceptScore W2735761649C154945302 @default.
• W2735761649 hasConceptScore W2735761649C158693339 @default.
• W2735761649 hasConceptScore W2735761649C2779343474 @default.
• W2735761649 hasConceptScore W2735761649C41008148 @default.
• W2735761649 hasConceptScore W2735761649C42355184 @default.
• W2735761649 hasConceptScore W2735761649C52622490 @default.
• W2735761649 hasConceptScore W2735761649C62520636 @default.
• W2735761649 hasConceptScore W2735761649C86803240 @default.
• W2735761649 hasConceptScore W2735761649C92207270 @default.
• W2735761649 hasConceptScore W2735761649C97931131 @default.
• W2735761649 hasLocation W27357616491 @default.
• W2735761649 hasOpenAccess W2735761649 @default.
• W2735761649 hasPrimaryLocation W27357616491 @default.
• W2735761649 hasRelatedWork W104030980 @default.
• W2735761649 hasRelatedWork W2023221658 @default.
• W2735761649 hasRelatedWork W2115568497 @default.
• W2735761649 hasRelatedWork W2126660483 @default.
• W2735761649 hasRelatedWork W2170865247 @default.
• W2735761649 hasRelatedWork W2171837816 @default.
• W2735761649 hasRelatedWork W2284862136 @default.
• W2735761649 hasRelatedWork W2360754555 @default.
• W2735761649 hasRelatedWork W2593727049 @default.
• W2735761649 hasRelatedWork W2603951511 @default.
• W2735761649 hasRelatedWork W2740159961 @default.
• W2735761649 hasRelatedWork W2760834907 @default.
• W2735761649 hasRelatedWork W2763270288 @default.
• W2735761649 hasRelatedWork W2800589168 @default.
• W2735761649 hasRelatedWork W2943264779 @default.
• W2735761649 hasRelatedWork W3027275488 @default.
• W2735761649 hasRelatedWork W3093122003 @default.
• W2735761649 hasRelatedWork W3093210783 @default.

• next