FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382999250> ?p ?o ?g. }

• W4382999250 endingPage "2621" @default.
• W4382999250 startingPage "2608" @default.
• W4382999250 abstract "The block-term decompositions (BTD) represent tensors as a linear combination of low multilinear rank terms and can be explicitly related to the Canonical Polyadic decomposition (CPD). In this paper, we introduce the SECSI-BTD framework, which exploits the connection between two decompositions to estimate the block-terms of the rank- <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$(L_{r},L_{r},1)$</tex-math></inline-formula> BTD. The proposed SECSI-BTD algorithm includes the initial calculation of the factor estimates using the SE mi-algebraic framework for approximate Canonical polyadic decompositions via SI multaneous Matrix Diagonalizations (SECSI), followed by clustering and refinement procedures that return the appropriate rank- <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$(L_{r},L_{r},1)$</tex-math></inline-formula> BTD terms. Moreover, we introduce a new approach to estimate the multilinear rank structure of the tensor based on the HOSVD and <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$k$</tex-math></inline-formula> -means clustering. Since the proposed SECSI-BTD algorithm does not require a known rank structure but can still take advantage of the known ranks when available, it is more flexible than the existing techniques in the literature. Additionally, our algorithm does not require multiple initializations, and the simulation results show that it provides more accurate results and a better convergence behavior for an extensive range of SNRs." @default.
• W4382999250 created "2023-07-04" @default.
• W4382999250 creator A5004533757 @default.
• W4382999250 creator A5057797464 @default.
• W4382999250 creator A5067502481 @default.
• W4382999250 creator A5070770005 @default.
• W4382999250 creator A5092389577 @default.
• W4382999250 date "2023-01-01" @default.
• W4382999250 modified "2023-10-14" @default.
• W4382999250 title "Enhanced Solutions for the Block-Term Decomposition in Rank-$(L_{r},L_{r},1)$ Terms" @default.
• W4382999250 cites W1562564874 @default.
• W4382999250 cites W1963826206 @default.
• W4382999250 cites W1989811026 @default.
• W4382999250 cites W1989881099 @default.
• W4382999250 cites W2000045479 @default.
• W4382999250 cites W2000215628 @default.
• W4382999250 cites W2008560788 @default.
• W4382999250 cites W2013912476 @default.
• W4382999250 cites W2017948584 @default.
• W4382999250 cites W2024165284 @default.
• W4382999250 cites W2024166170 @default.
• W4382999250 cites W2072640712 @default.
• W4382999250 cites W2075427932 @default.
• W4382999250 cites W2082830484 @default.
• W4382999250 cites W2086261631 @default.
• W4382999250 cites W2103981232 @default.
• W4382999250 cites W2105543877 @default.
• W4382999250 cites W2112224720 @default.
• W4382999250 cites W2150593711 @default.
• W4382999250 cites W2160941078 @default.
• W4382999250 cites W2296511569 @default.
• W4382999250 cites W2415476768 @default.
• W4382999250 cites W2469230926 @default.
• W4382999250 cites W2545344914 @default.
• W4382999250 cites W2545903769 @default.
• W4382999250 cites W2558791369 @default.
• W4382999250 cites W2588955080 @default.
• W4382999250 cites W2788554800 @default.
• W4382999250 cites W2791239686 @default.
• W4382999250 cites W2896057526 @default.
• W4382999250 cites W2902290705 @default.
• W4382999250 cites W2938681667 @default.
• W4382999250 cites W2953997743 @default.
• W4382999250 cites W2964313686 @default.
• W4382999250 cites W2975201891 @default.
• W4382999250 cites W2991033093 @default.
• W4382999250 cites W3012519902 @default.
• W4382999250 cites W3012597271 @default.
• W4382999250 cites W3013121531 @default.
• W4382999250 cites W3022422766 @default.
• W4382999250 cites W3106276562 @default.
• W4382999250 cites W3109012987 @default.
• W4382999250 cites W3118073062 @default.
• W4382999250 cites W3118163049 @default.
• W4382999250 cites W3129756488 @default.
• W4382999250 cites W3160527107 @default.
• W4382999250 cites W3177616705 @default.
• W4382999250 cites W3186576166 @default.
• W4382999250 cites W4214731313 @default.
• W4382999250 cites W4242200182 @default.
• W4382999250 cites W4286569375 @default.
• W4382999250 cites W4312084852 @default.
• W4382999250 cites W4312258136 @default.
• W4382999250 doi "https://doi.org/10.1109/tsp.2023.3289730" @default.
• W4382999250 hasPublicationYear "2023" @default.
• W4382999250 type Work @default.
• W4382999250 citedByCount "0" @default.
• W4382999250 crossrefType "journal-article" @default.
• W4382999250 hasAuthorship W4382999250A5004533757 @default.
• W4382999250 hasAuthorship W4382999250A5057797464 @default.
• W4382999250 hasAuthorship W4382999250A5067502481 @default.
• W4382999250 hasAuthorship W4382999250A5070770005 @default.
• W4382999250 hasAuthorship W4382999250A5092389577 @default.
• W4382999250 hasBestOaLocation W43829992501 @default.
• W4382999250 hasConcept C105795698 @default.
• W4382999250 hasConcept C11413529 @default.
• W4382999250 hasConcept C114614502 @default.
• W4382999250 hasConcept C118615104 @default.
• W4382999250 hasConcept C134306372 @default.
• W4382999250 hasConcept C136119220 @default.
• W4382999250 hasConcept C138354692 @default.
• W4382999250 hasConcept C164226766 @default.
• W4382999250 hasConcept C169171071 @default.
• W4382999250 hasConcept C202444582 @default.
• W4382999250 hasConcept C33923547 @default.
• W4382999250 hasConcept C45357846 @default.
• W4382999250 hasConcept C60321788 @default.
• W4382999250 hasConcept C73555534 @default.
• W4382999250 hasConcept C84392682 @default.
• W4382999250 hasConcept C9376300 @default.
• W4382999250 hasConcept C94375191 @default.
• W4382999250 hasConceptScore W4382999250C105795698 @default.
• W4382999250 hasConceptScore W4382999250C11413529 @default.
• W4382999250 hasConceptScore W4382999250C114614502 @default.
• W4382999250 hasConceptScore W4382999250C118615104 @default.
• W4382999250 hasConceptScore W4382999250C134306372 @default.
• W4382999250 hasConceptScore W4382999250C136119220 @default.
• W4382999250 hasConceptScore W4382999250C138354692 @default.

• next