FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2105454037> ?p ?o ?g. }

• W2105454037 endingPage "1234" @default.
• W2105454037 startingPage "1193" @default.
• W2105454037 abstract "In this letter, we analyze a two-stage cluster-then-l 1 -optimization approach for sparse representation of a data matrix, which is also a promising approach for blind source separation (BSS) in which fewer sensors than sources are present. First, sparse representation (factorization) of a data matrix is discussed. For a given overcomplete basis matrix, the corresponding sparse solution (coefficient matrix) with minimum l 1 norm is unique with probability one, which can be obtained using a standard linear programming algorithm. The equivalence of the l 1 —norm solution and the l 0 —norm solution is also analyzed according to a probabilistic framework. If the obtained l 1 —norm solution is sufficiently sparse, then it is equal to the l 0 —norm solution with a high probability. Furthermore, the l 1 —norm solution is robust to noise, but the l0—norm solution is not, showing that the l 1 —norm is a good sparsity measure. These results can be used as a recoverability analysis of BSS, as discussed. The basis matrix in this article is estimated using a clustering algorithm followed by normalization, in which the matrix columns are the cluster centers of normalized data column vectors. Zibulevsky, Pearlmutter, Boll, and Kisilev (2000) used this kind of two-stage approach in underdetermined BSS. Our recoverability analysis shows that this approach can deal with the situation in which the sources are overlapped to some degree in the analyzed" @default.
• W2105454037 created "2016-06-24" @default.
• W2105454037 creator A5018676117 @default.
• W2105454037 creator A5035633072 @default.
• W2105454037 creator A5055812530 @default.
• W2105454037 date "2004-06-01" @default.
• W2105454037 modified "2023-10-04" @default.
• W2105454037 title "Analysis of Sparse Representation and Blind Source Separation" @default.
• W2105454037 cites W1902027874 @default.
• W2105454037 cites W1986931325 @default.
• W2105454037 cites W2016479629 @default.
• W2105454037 cites W2038237443 @default.
• W2105454037 cites W2105464873 @default.
• W2105454037 cites W2140499889 @default.
• W2105454037 cites W2142940228 @default.
• W2105454037 cites W2154332973 @default.
• W2105454037 cites W2161195301 @default.
• W2105454037 cites W2161219071 @default.
• W2105454037 cites W2166159048 @default.
• W2105454037 doi "https://doi.org/10.1162/089976604773717586" @default.
• W2105454037 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/15130247" @default.
• W2105454037 hasPublicationYear "2004" @default.
• W2105454037 type Work @default.
• W2105454037 sameAs 2105454037 @default.
• W2105454037 citedByCount "279" @default.
• W2105454037 countsByYear W21054540372012 @default.
• W2105454037 countsByYear W21054540372013 @default.
• W2105454037 countsByYear W21054540372014 @default.
• W2105454037 countsByYear W21054540372015 @default.
• W2105454037 countsByYear W21054540372016 @default.
• W2105454037 countsByYear W21054540372017 @default.
• W2105454037 countsByYear W21054540372018 @default.
• W2105454037 countsByYear W21054540372019 @default.
• W2105454037 countsByYear W21054540372020 @default.
• W2105454037 countsByYear W21054540372021 @default.
• W2105454037 countsByYear W21054540372022 @default.
• W2105454037 countsByYear W21054540372023 @default.
• W2105454037 crossrefType "journal-article" @default.
• W2105454037 hasAuthorship W2105454037A5018676117 @default.
• W2105454037 hasAuthorship W2105454037A5035633072 @default.
• W2105454037 hasAuthorship W2105454037A5055812530 @default.
• W2105454037 hasConcept C105795698 @default.
• W2105454037 hasConcept C106487976 @default.
• W2105454037 hasConcept C11413529 @default.
• W2105454037 hasConcept C120317606 @default.
• W2105454037 hasConcept C121332964 @default.
• W2105454037 hasConcept C124066611 @default.
• W2105454037 hasConcept C127162648 @default.
• W2105454037 hasConcept C136886441 @default.
• W2105454037 hasConcept C144024400 @default.
• W2105454037 hasConcept C158693339 @default.
• W2105454037 hasConcept C159985019 @default.
• W2105454037 hasConcept C17744445 @default.
• W2105454037 hasConcept C179690561 @default.
• W2105454037 hasConcept C19165224 @default.
• W2105454037 hasConcept C191795146 @default.
• W2105454037 hasConcept C192562407 @default.
• W2105454037 hasConcept C199539241 @default.
• W2105454037 hasConcept C24252448 @default.
• W2105454037 hasConcept C31258907 @default.
• W2105454037 hasConcept C33923547 @default.
• W2105454037 hasConcept C41008148 @default.
• W2105454037 hasConcept C42355184 @default.
• W2105454037 hasConcept C62520636 @default.
• W2105454037 hasConcept C73555534 @default.
• W2105454037 hasConcept C92207270 @default.
• W2105454037 hasConceptScore W2105454037C105795698 @default.
• W2105454037 hasConceptScore W2105454037C106487976 @default.
• W2105454037 hasConceptScore W2105454037C11413529 @default.
• W2105454037 hasConceptScore W2105454037C120317606 @default.
• W2105454037 hasConceptScore W2105454037C121332964 @default.
• W2105454037 hasConceptScore W2105454037C124066611 @default.
• W2105454037 hasConceptScore W2105454037C127162648 @default.
• W2105454037 hasConceptScore W2105454037C136886441 @default.
• W2105454037 hasConceptScore W2105454037C144024400 @default.
• W2105454037 hasConceptScore W2105454037C158693339 @default.
• W2105454037 hasConceptScore W2105454037C159985019 @default.
• W2105454037 hasConceptScore W2105454037C17744445 @default.
• W2105454037 hasConceptScore W2105454037C179690561 @default.
• W2105454037 hasConceptScore W2105454037C19165224 @default.
• W2105454037 hasConceptScore W2105454037C191795146 @default.
• W2105454037 hasConceptScore W2105454037C192562407 @default.
• W2105454037 hasConceptScore W2105454037C199539241 @default.
• W2105454037 hasConceptScore W2105454037C24252448 @default.
• W2105454037 hasConceptScore W2105454037C31258907 @default.
• W2105454037 hasConceptScore W2105454037C33923547 @default.
• W2105454037 hasConceptScore W2105454037C41008148 @default.
• W2105454037 hasConceptScore W2105454037C42355184 @default.
• W2105454037 hasConceptScore W2105454037C62520636 @default.
• W2105454037 hasConceptScore W2105454037C73555534 @default.
• W2105454037 hasConceptScore W2105454037C92207270 @default.
• W2105454037 hasIssue "6" @default.
• W2105454037 hasLocation W21054540371 @default.
• W2105454037 hasLocation W21054540372 @default.
• W2105454037 hasOpenAccess W2105454037 @default.
• W2105454037 hasPrimaryLocation W21054540371 @default.
• W2105454037 hasRelatedWork W1593540462 @default.
• W2105454037 hasRelatedWork W1969192800 @default.

• next