FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2330008366> ?p ?o ?g. }

• W2330008366 abstract "Feature selection represents a major challenge in the biomedical data mining problem, and numerous algorithms have been proposed to select an optimal subset of features with the best classification performance. However, the existing algorithms do not take into account the vast amount of biomedical knowledge from the literature and experienced researchers. This work proposes a novel feature selection algorithm, cLP, with the optimized binary classification accuracy. The proposed algorithm incorporates the biomedical knowledge as constraints in the linear programming based optimization model. The experimental data shows that cLP outperforms the other feature selection algorithms, and its constrained version performs similarly well with the unconstrained version. Although theoretically constraints will reduce the classification model performance, our data shows that the constrained cLP sometimes even outperforms the unconstrained version. This suggests that besides the benefit of including biomedical knowledge in the model, the constrained cLP may also achieve better classification performance." @default.
• W2330008366 created "2016-06-24" @default.
• W2330008366 creator A5010394308 @default.
• W2330008366 creator A5058786170 @default.
• W2330008366 creator A5068708518 @default.
• W2330008366 creator A5086028179 @default.
• W2330008366 date "2014-10-01" @default.
• W2330008366 modified "2023-09-24" @default.
• W2330008366 title "cLP: Linear programming with biological constraints and its application in classification problems" @default.
• W2330008366 cites W1766876253 @default.
• W2330008366 cites W1860523613 @default.
• W2330008366 cites W1982606761 @default.
• W2330008366 cites W1990684688 @default.
• W2330008366 cites W1993628165 @default.
• W2330008366 cites W2000046950 @default.
• W2330008366 cites W2000170954 @default.
• W2330008366 cites W2003477935 @default.
• W2330008366 cites W2004207681 @default.
• W2330008366 cites W2026957368 @default.
• W2330008366 cites W2028387032 @default.
• W2330008366 cites W2030623877 @default.
• W2330008366 cites W2031156161 @default.
• W2330008366 cites W2056351478 @default.
• W2330008366 cites W2056506538 @default.
• W2330008366 cites W2062581793 @default.
• W2330008366 cites W2063148079 @default.
• W2330008366 cites W2066686193 @default.
• W2330008366 cites W2067272783 @default.
• W2330008366 cites W2068767577 @default.
• W2330008366 cites W2073450047 @default.
• W2330008366 cites W2088851040 @default.
• W2330008366 cites W2104408841 @default.
• W2330008366 cites W2105430157 @default.
• W2330008366 cites W2113784410 @default.
• W2330008366 cites W2119902463 @default.
• W2330008366 cites W2133524545 @default.
• W2330008366 cites W2138550913 @default.
• W2330008366 cites W2144227498 @default.
• W2330008366 cites W2146007051 @default.
• W2330008366 cites W2156909104 @default.
• W2330008366 cites W2159400887 @default.
• W2330008366 cites W2341568590 @default.
• W2330008366 cites W2611147814 @default.
• W2330008366 cites W2781580654 @default.
• W2330008366 cites W2911964244 @default.
• W2330008366 doi "https://doi.org/10.1109/isb.2014.6990747" @default.
• W2330008366 hasPublicationYear "2014" @default.
• W2330008366 type Work @default.
• W2330008366 sameAs 2330008366 @default.
• W2330008366 citedByCount "0" @default.
• W2330008366 crossrefType "proceedings-article" @default.
• W2330008366 hasAuthorship W2330008366A5010394308 @default.
• W2330008366 hasAuthorship W2330008366A5058786170 @default.
• W2330008366 hasAuthorship W2330008366A5068708518 @default.
• W2330008366 hasAuthorship W2330008366A5086028179 @default.
• W2330008366 hasConcept C11413529 @default.
• W2330008366 hasConcept C119857082 @default.
• W2330008366 hasConcept C12267149 @default.
• W2330008366 hasConcept C124101348 @default.
• W2330008366 hasConcept C138885662 @default.
• W2330008366 hasConcept C148483581 @default.
• W2330008366 hasConcept C154945302 @default.
• W2330008366 hasConcept C2776401178 @default.
• W2330008366 hasConcept C33923547 @default.
• W2330008366 hasConcept C41008148 @default.
• W2330008366 hasConcept C41045048 @default.
• W2330008366 hasConcept C41895202 @default.
• W2330008366 hasConcept C48372109 @default.
• W2330008366 hasConcept C66905080 @default.
• W2330008366 hasConcept C81917197 @default.
• W2330008366 hasConcept C94375191 @default.
• W2330008366 hasConceptScore W2330008366C11413529 @default.
• W2330008366 hasConceptScore W2330008366C119857082 @default.
• W2330008366 hasConceptScore W2330008366C12267149 @default.
• W2330008366 hasConceptScore W2330008366C124101348 @default.
• W2330008366 hasConceptScore W2330008366C138885662 @default.
• W2330008366 hasConceptScore W2330008366C148483581 @default.
• W2330008366 hasConceptScore W2330008366C154945302 @default.
• W2330008366 hasConceptScore W2330008366C2776401178 @default.
• W2330008366 hasConceptScore W2330008366C33923547 @default.
• W2330008366 hasConceptScore W2330008366C41008148 @default.
• W2330008366 hasConceptScore W2330008366C41045048 @default.
• W2330008366 hasConceptScore W2330008366C41895202 @default.
• W2330008366 hasConceptScore W2330008366C48372109 @default.
• W2330008366 hasConceptScore W2330008366C66905080 @default.
• W2330008366 hasConceptScore W2330008366C81917197 @default.
• W2330008366 hasConceptScore W2330008366C94375191 @default.
• W2330008366 hasLocation W23300083661 @default.
• W2330008366 hasOpenAccess W2330008366 @default.
• W2330008366 hasPrimaryLocation W23300083661 @default.
• W2330008366 hasRelatedWork W2322030659 @default.
• W2330008366 hasRelatedWork W2808585612 @default.
• W2330008366 hasRelatedWork W2973799232 @default.
• W2330008366 hasRelatedWork W3163334550 @default.
• W2330008366 hasRelatedWork W3174196512 @default.
• W2330008366 hasRelatedWork W3200179079 @default.
• W2330008366 hasRelatedWork W3210877509 @default.
• W2330008366 hasRelatedWork W4212852473 @default.
• W2330008366 hasRelatedWork W4225360065 @default.
• W2330008366 hasRelatedWork W4295514622 @default.

• next