FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3046670388> ?p ?o ?g. }

• W3046670388 endingPage "1106" @default.
• W3046670388 startingPage "1096" @default.
• W3046670388 abstract "Symmetric high-dimensional and sparse (SHiDS) networks are frequently found in various industrial applications. A symmetric non-negative latent factor (SNLF) model can acquire essential features from them precisely, yet it suffers from slow convergence. To address this issue, this article integrates a generalized momentum method into a symmetric, single latent factor-dependent, non-negative and multiplicative update (S <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> LF-NMU) algorithm, thereby achieving a <underline xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>m</u> omentum-incorporated, <underline xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>s</u> ymmetric, <underline xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>s</u> ingle-latent-factor-dependent <underline xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>n</u> on-negative-multiplicative-update (MS <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> N) algorithm. Based on an MS <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> N algorithm, momentum-incorporated symmetric non-negative latent factor (MSNLF) models are proposed for an SHiDS network, which ensures fast convergence as well as high representative learning ability. Empirical studies on four SHiDS networks from industrial applications demonstrate that compared with state-of-the-art models, the proposed MSNLF models have significantly higher computational efficiency and representative learning ability." @default.
• W3046670388 created "2020-08-07" @default.
• W3046670388 creator A5021889470 @default.
• W3046670388 creator A5050729402 @default.
• W3046670388 creator A5088955392 @default.
• W3046670388 creator A5091667639 @default.
• W3046670388 date "2022-08-01" @default.
• W3046670388 modified "2023-10-11" @default.
• W3046670388 title "Momentum-Incorporated Symmetric Non-Negative Latent Factor Models" @default.
• W3046670388 cites W1084418525 @default.
• W3046670388 cites W1492095519 @default.
• W3046670388 cites W1494192115 @default.
• W3046670388 cites W1498436455 @default.
• W3046670388 cites W1902027874 @default.
• W3046670388 cites W1966286510 @default.
• W3046670388 cites W1971040550 @default.
• W3046670388 cites W2033182513 @default.
• W3046670388 cites W2035080386 @default.
• W3046670388 cites W2054141820 @default.
• W3046670388 cites W2059745395 @default.
• W3046670388 cites W2067931421 @default.
• W3046670388 cites W2070135644 @default.
• W3046670388 cites W2080943432 @default.
• W3046670388 cites W2090649417 @default.
• W3046670388 cites W2091381870 @default.
• W3046670388 cites W2096173332 @default.
• W3046670388 cites W2099779699 @default.
• W3046670388 cites W2104185402 @default.
• W3046670388 cites W2119571791 @default.
• W3046670388 cites W2120816706 @default.
• W3046670388 cites W2144351558 @default.
• W3046670388 cites W2155004936 @default.
• W3046670388 cites W2155529673 @default.
• W3046670388 cites W2172246201 @default.
• W3046670388 cites W2288457463 @default.
• W3046670388 cites W2294435791 @default.
• W3046670388 cites W2605809234 @default.
• W3046670388 cites W2735496307 @default.
• W3046670388 cites W2767963190 @default.
• W3046670388 cites W2770740431 @default.
• W3046670388 cites W2829536470 @default.
• W3046670388 cites W2887183215 @default.
• W3046670388 cites W2899003199 @default.
• W3046670388 cites W2901144993 @default.
• W3046670388 cites W2906888194 @default.
• W3046670388 cites W2915337192 @default.
• W3046670388 cites W2963013895 @default.
• W3046670388 cites W2963600139 @default.
• W3046670388 cites W3106409692 @default.
• W3046670388 cites W4230962320 @default.
• W3046670388 doi "https://doi.org/10.1109/tbdata.2020.3012656" @default.
• W3046670388 hasPublicationYear "2022" @default.
• W3046670388 type Work @default.
• W3046670388 sameAs 3046670388 @default.
• W3046670388 citedByCount "6" @default.
• W3046670388 countsByYear W30466703882021 @default.
• W3046670388 countsByYear W30466703882022 @default.
• W3046670388 countsByYear W30466703882023 @default.
• W3046670388 crossrefType "journal-article" @default.
• W3046670388 hasAuthorship W3046670388A5021889470 @default.
• W3046670388 hasAuthorship W3046670388A5050729402 @default.
• W3046670388 hasAuthorship W3046670388A5088955392 @default.
• W3046670388 hasAuthorship W3046670388A5091667639 @default.
• W3046670388 hasConcept C11413529 @default.
• W3046670388 hasConcept C134306372 @default.
• W3046670388 hasConcept C154945302 @default.
• W3046670388 hasConcept C162324750 @default.
• W3046670388 hasConcept C2777303404 @default.
• W3046670388 hasConcept C33923547 @default.
• W3046670388 hasConcept C41008148 @default.
• W3046670388 hasConcept C42747912 @default.
• W3046670388 hasConcept C50522688 @default.
• W3046670388 hasConceptScore W3046670388C11413529 @default.
• W3046670388 hasConceptScore W3046670388C134306372 @default.
• W3046670388 hasConceptScore W3046670388C154945302 @default.
• W3046670388 hasConceptScore W3046670388C162324750 @default.
• W3046670388 hasConceptScore W3046670388C2777303404 @default.
• W3046670388 hasConceptScore W3046670388C33923547 @default.
• W3046670388 hasConceptScore W3046670388C41008148 @default.
• W3046670388 hasConceptScore W3046670388C42747912 @default.
• W3046670388 hasConceptScore W3046670388C50522688 @default.
• W3046670388 hasFunder F4320321001 @default.
• W3046670388 hasFunder F4320323172 @default.
• W3046670388 hasIssue "4" @default.
• W3046670388 hasLocation W30466703881 @default.
• W3046670388 hasOpenAccess W3046670388 @default.
• W3046670388 hasPrimaryLocation W30466703881 @default.
• W3046670388 hasRelatedWork W1980008589 @default.
• W3046670388 hasRelatedWork W2000749434 @default.
• W3046670388 hasRelatedWork W2133123956 @default.
• W3046670388 hasRelatedWork W2144017312 @default.
• W3046670388 hasRelatedWork W2351983236 @default.
• W3046670388 hasRelatedWork W2376447813 @default.
• W3046670388 hasRelatedWork W2386767533 @default.
• W3046670388 hasRelatedWork W2389812080 @default.
• W3046670388 hasRelatedWork W2562229278 @default.
• W3046670388 hasRelatedWork W3168946326 @default.
• W3046670388 hasVolume "8" @default.

• next