FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200102820> ?p ?o ?g. }

• W4200102820 endingPage "11" @default.
• W4200102820 startingPage "1" @default.
• W4200102820 abstract "High dimensionality and noise have made it difficult to detect related biomarkers in omics data. Through previous study, penalized maximum trimmed likelihood estimation is effective in identifying mislabeled samples in high-dimensional data with mislabeled error. However, the algorithm commonly used in these studies is the concentration step (C-step), and the C-step algorithm that is applied to robust penalized regression does not ensure that the criterion function is gradually optimized iteratively, because the regularized parameters change during the iteration. This makes the C-step algorithm runs very slowly, especially when dealing with high-dimensional omics data. The AR-Cstep (C-step combined with an acceptance-rejection scheme) algorithm is proposed. In simulation experiments, the AR-Cstep algorithm converged faster (the average computation time was only 2% of that of the C-step algorithm) and was more accurate in terms of variable selection and outlier identification than the C-step algorithm. The two algorithms were further compared on triple negative breast cancer (TNBC) RNA-seq data. AR-Cstep can solve the problem of the C-step not converging and ensures that the iterative process is in the direction that improves criterion function. As an improvement of the C-step algorithm, the AR-Cstep algorithm can be extended to other robust models with regularized parameters." @default.
• W4200102820 created "2021-12-31" @default.
• W4200102820 creator A5013769680 @default.
• W4200102820 creator A5017296878 @default.
• W4200102820 creator A5037044128 @default.
• W4200102820 creator A5072864726 @default.
• W4200102820 creator A5074418843 @default.
• W4200102820 date "2021-12-22" @default.
• W4200102820 modified "2023-10-11" @default.
• W4200102820 title "An Efficient Algorithm for the Detection of Outliers in Mislabeled Omics Data" @default.
• W4200102820 cites W1981450786 @default.
• W4200102820 cites W1986948589 @default.
• W4200102820 cites W2039385587 @default.
• W4200102820 cites W2080051246 @default.
• W4200102820 cites W2092714850 @default.
• W4200102820 cites W2099803758 @default.
• W4200102820 cites W2105081948 @default.
• W4200102820 cites W2111382615 @default.
• W4200102820 cites W2120579447 @default.
• W4200102820 cites W2141589190 @default.
• W4200102820 cites W2143015614 @default.
• W4200102820 cites W2150258208 @default.
• W4200102820 cites W2150391702 @default.
• W4200102820 cites W2151499551 @default.
• W4200102820 cites W2152701363 @default.
• W4200102820 cites W2160068277 @default.
• W4200102820 cites W2245160514 @default.
• W4200102820 cites W2296718190 @default.
• W4200102820 cites W2410389256 @default.
• W4200102820 cites W2602934021 @default.
• W4200102820 cites W2774128805 @default.
• W4200102820 cites W2800469107 @default.
• W4200102820 cites W2800790576 @default.
• W4200102820 cites W2805679332 @default.
• W4200102820 cites W2806130668 @default.
• W4200102820 cites W2808813977 @default.
• W4200102820 cites W2810685003 @default.
• W4200102820 cites W2895684956 @default.
• W4200102820 cites W2896409065 @default.
• W4200102820 cites W2943283123 @default.
• W4200102820 cites W2956085052 @default.
• W4200102820 cites W2979985536 @default.
• W4200102820 cites W2980937953 @default.
• W4200102820 cites W2983979298 @default.
• W4200102820 cites W2987283842 @default.
• W4200102820 cites W2994697502 @default.
• W4200102820 cites W3002480603 @default.
• W4200102820 cites W3016780228 @default.
• W4200102820 cites W3016900803 @default.
• W4200102820 cites W3049541326 @default.
• W4200102820 cites W3106108064 @default.
• W4200102820 doi "https://doi.org/10.1155/2021/9436582" @default.
• W4200102820 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34976114" @default.
• W4200102820 hasPublicationYear "2021" @default.
• W4200102820 type Work @default.
• W4200102820 citedByCount "0" @default.
• W4200102820 crossrefType "journal-article" @default.
• W4200102820 hasAuthorship W4200102820A5013769680 @default.
• W4200102820 hasAuthorship W4200102820A5017296878 @default.
• W4200102820 hasAuthorship W4200102820A5037044128 @default.
• W4200102820 hasAuthorship W4200102820A5072864726 @default.
• W4200102820 hasAuthorship W4200102820A5074418843 @default.
• W4200102820 hasBestOaLocation W42001028201 @default.
• W4200102820 hasConcept C111030470 @default.
• W4200102820 hasConcept C11413529 @default.
• W4200102820 hasConcept C115961682 @default.
• W4200102820 hasConcept C124101348 @default.
• W4200102820 hasConcept C148483581 @default.
• W4200102820 hasConcept C154945302 @default.
• W4200102820 hasConcept C157585117 @default.
• W4200102820 hasConcept C41008148 @default.
• W4200102820 hasConcept C60644358 @default.
• W4200102820 hasConcept C79337645 @default.
• W4200102820 hasConcept C86803240 @default.
• W4200102820 hasConcept C99498987 @default.
• W4200102820 hasConceptScore W4200102820C111030470 @default.
• W4200102820 hasConceptScore W4200102820C11413529 @default.
• W4200102820 hasConceptScore W4200102820C115961682 @default.
• W4200102820 hasConceptScore W4200102820C124101348 @default.
• W4200102820 hasConceptScore W4200102820C148483581 @default.
• W4200102820 hasConceptScore W4200102820C154945302 @default.
• W4200102820 hasConceptScore W4200102820C157585117 @default.
• W4200102820 hasConceptScore W4200102820C41008148 @default.
• W4200102820 hasConceptScore W4200102820C60644358 @default.
• W4200102820 hasConceptScore W4200102820C79337645 @default.
• W4200102820 hasConceptScore W4200102820C86803240 @default.
• W4200102820 hasConceptScore W4200102820C99498987 @default.
• W4200102820 hasFunder F4320321001 @default.
• W4200102820 hasLocation W42001028201 @default.
• W4200102820 hasLocation W42001028202 @default.
• W4200102820 hasLocation W42001028203 @default.
• W4200102820 hasLocation W42001028204 @default.
• W4200102820 hasOpenAccess W4200102820 @default.
• W4200102820 hasPrimaryLocation W42001028201 @default.
• W4200102820 hasRelatedWork W1512833232 @default.
• W4200102820 hasRelatedWork W2147130440 @default.
• W4200102820 hasRelatedWork W2370791458 @default.
• W4200102820 hasRelatedWork W2599424341 @default.

• next