Matches in SemOpenAlex for { <https://semopenalex.org/work/W1976224770> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W1976224770 abstract "Missing values make pattern analysis difficult, particularly with limited available data. In longitudinal research,missing values accumulate, thereby aggravating the problem. Here we consider how to deal with temporaldata with missing values in handwriting analysis. In the task of studying development of individuality ofhandwriting, we encountered the fact that feature values are missing for several individuals at several timeinstances. Six algorithms, i.e., random imputation, mean imputation, most likely independent value imputation,and three methods based on Bayesian network (static Bayesian network, parameter EM, and structural EM),are compared with children's handwriting data. We evaluate the accuracy and robustness of the algorithmsunder different ratios of missing data and missing values, and useful conclusions are given. Specifically, staticBayesian network is used for our data which contain around 5% missing data to provide adequate accuracy andlow computational cost." @default.
- W1976224770 created "2016-06-24" @default.
- W1976224770 creator A5001005511 @default.
- W1976224770 creator A5054307848 @default.
- W1976224770 date "2015-02-08" @default.
- W1976224770 modified "2023-09-23" @default.
- W1976224770 title "Missing value imputation: with application to handwriting data" @default.
- W1976224770 cites W1985690171 @default.
- W1976224770 cites W1997817740 @default.
- W1976224770 cites W2057331441 @default.
- W1976224770 cites W2068331431 @default.
- W1976224770 cites W2096863518 @default.
- W1976224770 cites W2116814040 @default.
- W1976224770 cites W2162772535 @default.
- W1976224770 cites W2171118759 @default.
- W1976224770 cites W3099514962 @default.
- W1976224770 cites W4206100013 @default.
- W1976224770 cites W4236354166 @default.
- W1976224770 doi "https://doi.org/10.1117/12.2075842" @default.
- W1976224770 hasPublicationYear "2015" @default.
- W1976224770 type Work @default.
- W1976224770 sameAs 1976224770 @default.
- W1976224770 citedByCount "0" @default.
- W1976224770 crossrefType "proceedings-article" @default.
- W1976224770 hasAuthorship W1976224770A5001005511 @default.
- W1976224770 hasAuthorship W1976224770A5054307848 @default.
- W1976224770 hasConcept C104317684 @default.
- W1976224770 hasConcept C107673813 @default.
- W1976224770 hasConcept C119857082 @default.
- W1976224770 hasConcept C124101348 @default.
- W1976224770 hasConcept C153180895 @default.
- W1976224770 hasConcept C154945302 @default.
- W1976224770 hasConcept C185592680 @default.
- W1976224770 hasConcept C2779386606 @default.
- W1976224770 hasConcept C33724603 @default.
- W1976224770 hasConcept C41008148 @default.
- W1976224770 hasConcept C55493867 @default.
- W1976224770 hasConcept C58041806 @default.
- W1976224770 hasConcept C63479239 @default.
- W1976224770 hasConcept C9357733 @default.
- W1976224770 hasConceptScore W1976224770C104317684 @default.
- W1976224770 hasConceptScore W1976224770C107673813 @default.
- W1976224770 hasConceptScore W1976224770C119857082 @default.
- W1976224770 hasConceptScore W1976224770C124101348 @default.
- W1976224770 hasConceptScore W1976224770C153180895 @default.
- W1976224770 hasConceptScore W1976224770C154945302 @default.
- W1976224770 hasConceptScore W1976224770C185592680 @default.
- W1976224770 hasConceptScore W1976224770C2779386606 @default.
- W1976224770 hasConceptScore W1976224770C33724603 @default.
- W1976224770 hasConceptScore W1976224770C41008148 @default.
- W1976224770 hasConceptScore W1976224770C55493867 @default.
- W1976224770 hasConceptScore W1976224770C58041806 @default.
- W1976224770 hasConceptScore W1976224770C63479239 @default.
- W1976224770 hasConceptScore W1976224770C9357733 @default.
- W1976224770 hasLocation W19762247701 @default.
- W1976224770 hasOpenAccess W1976224770 @default.
- W1976224770 hasPrimaryLocation W19762247701 @default.
- W1976224770 hasRelatedWork W1537049716 @default.
- W1976224770 hasRelatedWork W1839587738 @default.
- W1976224770 hasRelatedWork W1911131141 @default.
- W1976224770 hasRelatedWork W1990086013 @default.
- W1976224770 hasRelatedWork W2008344560 @default.
- W1976224770 hasRelatedWork W2071767222 @default.
- W1976224770 hasRelatedWork W2096904642 @default.
- W1976224770 hasRelatedWork W2146944094 @default.
- W1976224770 hasRelatedWork W2190882636 @default.
- W1976224770 hasRelatedWork W2547150357 @default.
- W1976224770 hasRelatedWork W2605081377 @default.
- W1976224770 hasRelatedWork W2735864302 @default.
- W1976224770 hasRelatedWork W2786123035 @default.
- W1976224770 hasRelatedWork W2786361040 @default.
- W1976224770 hasRelatedWork W2898777818 @default.
- W1976224770 hasRelatedWork W3037090731 @default.
- W1976224770 hasRelatedWork W3046421722 @default.
- W1976224770 hasRelatedWork W3088281894 @default.
- W1976224770 hasRelatedWork W3099802893 @default.
- W1976224770 hasRelatedWork W3134785353 @default.
- W1976224770 isParatext "false" @default.
- W1976224770 isRetracted "false" @default.
- W1976224770 magId "1976224770" @default.
- W1976224770 workType "article" @default.