FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2056594234> ?p ?o ?g. }

• W2056594234 endingPage "76" @default.
• W2056594234 startingPage "70" @default.
• W2056594234 abstract "Rapid advance in science and technology in the past decade brings an extraordinary amount of data, offering researchers an unprecedented opportunity to tackle complex research challenges. The opportunity, however, has not yet been fully utilized, because effective and efficient statistical tools for analyzing super‐large dataset are still lacking. One major challenge is that the advance of computing resources still lags far behind the exponential growth of database. To facilitate scientific discoveries using current computing resources, one may use an emerging family of statistical methods, called leveraging. Leveraging methods are designed under a subsampling framework, in which one samples a small proportion of the data (subsample) from the full sample, and then performs intended computations for the full sample using the small subsample as a surrogate. The key of the success of the leveraging methods is to construct nonuniform sampling probabilities so that influential data points are sampled with high probabilities. These methods stand as the very unique development of their type in big data analytics and allow pervasive access to massive amounts of information without resorting to high performance computing and cloud computing. WIREs Comput Stat 2015, 7:70–76. doi: 10.1002/wics.1324 This article is categorized under: Statistical and Graphical Methods of Data Analysis > Dimension Reduction Statistical and Graphical Methods of Data Analysis > Sampling" @default.
• W2056594234 created "2016-06-24" @default.
• W2056594234 creator A5032090776 @default.
• W2056594234 creator A5056197830 @default.
• W2056594234 date "2014-09-12" @default.
• W2056594234 modified "2023-09-30" @default.
• W2056594234 title "Leveraging for big data regression" @default.
• W2056594234 cites W1997512351 @default.
• W2056594234 cites W2007399394 @default.
• W2056594234 cites W2008776938 @default.
• W2056594234 cites W2019491306 @default.
• W2056594234 cites W2024729467 @default.
• W2056594234 cites W2033043935 @default.
• W2056594234 cites W2104499761 @default.
• W2056594234 cites W2110401950 @default.
• W2056594234 cites W2117897510 @default.
• W2056594234 doi "https://doi.org/10.1002/wics.1324" @default.
• W2056594234 hasPublicationYear "2014" @default.
• W2056594234 type Work @default.
• W2056594234 sameAs 2056594234 @default.
• W2056594234 citedByCount "74" @default.
• W2056594234 countsByYear W20565942342015 @default.
• W2056594234 countsByYear W20565942342016 @default.
• W2056594234 countsByYear W20565942342017 @default.
• W2056594234 countsByYear W20565942342018 @default.
• W2056594234 countsByYear W20565942342019 @default.
• W2056594234 countsByYear W20565942342020 @default.
• W2056594234 countsByYear W20565942342021 @default.
• W2056594234 countsByYear W20565942342022 @default.
• W2056594234 countsByYear W20565942342023 @default.
• W2056594234 crossrefType "journal-article" @default.
• W2056594234 hasAuthorship W2056594234A5032090776 @default.
• W2056594234 hasAuthorship W2056594234A5056197830 @default.
• W2056594234 hasConcept C106131492 @default.
• W2056594234 hasConcept C111919701 @default.
• W2056594234 hasConcept C119857082 @default.
• W2056594234 hasConcept C124101348 @default.
• W2056594234 hasConcept C140779682 @default.
• W2056594234 hasConcept C176222170 @default.
• W2056594234 hasConcept C185592680 @default.
• W2056594234 hasConcept C198531522 @default.
• W2056594234 hasConcept C199360897 @default.
• W2056594234 hasConcept C202444582 @default.
• W2056594234 hasConcept C2522767166 @default.
• W2056594234 hasConcept C26517878 @default.
• W2056594234 hasConcept C2780801425 @default.
• W2056594234 hasConcept C31972630 @default.
• W2056594234 hasConcept C33676613 @default.
• W2056594234 hasConcept C33923547 @default.
• W2056594234 hasConcept C38652104 @default.
• W2056594234 hasConcept C41008148 @default.
• W2056594234 hasConcept C43617362 @default.
• W2056594234 hasConcept C70518039 @default.
• W2056594234 hasConcept C75684735 @default.
• W2056594234 hasConcept C79158427 @default.
• W2056594234 hasConcept C79974875 @default.
• W2056594234 hasConceptScore W2056594234C106131492 @default.
• W2056594234 hasConceptScore W2056594234C111919701 @default.
• W2056594234 hasConceptScore W2056594234C119857082 @default.
• W2056594234 hasConceptScore W2056594234C124101348 @default.
• W2056594234 hasConceptScore W2056594234C140779682 @default.
• W2056594234 hasConceptScore W2056594234C176222170 @default.
• W2056594234 hasConceptScore W2056594234C185592680 @default.
• W2056594234 hasConceptScore W2056594234C198531522 @default.
• W2056594234 hasConceptScore W2056594234C199360897 @default.
• W2056594234 hasConceptScore W2056594234C202444582 @default.
• W2056594234 hasConceptScore W2056594234C2522767166 @default.
• W2056594234 hasConceptScore W2056594234C26517878 @default.
• W2056594234 hasConceptScore W2056594234C2780801425 @default.
• W2056594234 hasConceptScore W2056594234C31972630 @default.
• W2056594234 hasConceptScore W2056594234C33676613 @default.
• W2056594234 hasConceptScore W2056594234C33923547 @default.
• W2056594234 hasConceptScore W2056594234C38652104 @default.
• W2056594234 hasConceptScore W2056594234C41008148 @default.
• W2056594234 hasConceptScore W2056594234C43617362 @default.
• W2056594234 hasConceptScore W2056594234C70518039 @default.
• W2056594234 hasConceptScore W2056594234C75684735 @default.
• W2056594234 hasConceptScore W2056594234C79158427 @default.
• W2056594234 hasConceptScore W2056594234C79974875 @default.
• W2056594234 hasFunder F4320306076 @default.
• W2056594234 hasIssue "1" @default.
• W2056594234 hasLocation W20565942341 @default.
• W2056594234 hasOpenAccess W2056594234 @default.
• W2056594234 hasPrimaryLocation W20565942341 @default.
• W2056594234 hasRelatedWork W2508503355 @default.
• W2056594234 hasRelatedWork W3097243301 @default.
• W2056594234 hasRelatedWork W3114771222 @default.
• W2056594234 hasRelatedWork W4200020201 @default.
• W2056594234 hasRelatedWork W4200184607 @default.
• W2056594234 hasRelatedWork W4206291213 @default.
• W2056594234 hasRelatedWork W4214869855 @default.
• W2056594234 hasRelatedWork W4287605407 @default.
• W2056594234 hasRelatedWork W4298211017 @default.
• W2056594234 hasRelatedWork W4385451292 @default.
• W2056594234 hasVolume "7" @default.
• W2056594234 isParatext "false" @default.
• W2056594234 isRetracted "false" @default.
• W2056594234 magId "2056594234" @default.

• next