FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3104205890> ?p ?o ?g. }

• W3104205890 endingPage "284" @default.
• W3104205890 startingPage "284" @default.
• W3104205890 abstract "We present a metric to quantify systematic labeling bias in galaxy morphology data sets stemming from the quality of the labeled data. This labeling bias is independent from labeling errors and requires knowledge about the intrinsic properties of the data with respect to the observed properties. We conduct a relative comparison of label bias for different low redshift galaxy morphology data sets. We show our metric is able to recover previous de-biasing procedures based on redshift as biasing parameter. By using the image resolution instead, we find biases that have not been addressed. We find that the morphologies based on supervised machine-learning trained over features such as colors, shape, and concentration show significantly less bias than morphologies based on expert or citizen-science classifiers. This result holds even when there is underlying bias present in the training sets used in the supervised machine learning process. We use catalog simulations to validate our bias metric, and show how to bin the multidimensional intrinsic and observed galaxy properties used in the bias quantification. Our approach is designed to work on any other labeled multidimensional data sets and the code is publicly available." @default.
• W3104205890 created "2020-11-23" @default.
• W3104205890 creator A5025163278 @default.
• W3104205890 creator A5055199976 @default.
• W3104205890 creator A5088429805 @default.
• W3104205890 date "2018-11-28" @default.
• W3104205890 modified "2023-09-26" @default.
• W3104205890 title "Systematic Labeling Bias in Galaxy Morphologies" @default.
• W3104205890 cites W1496390536 @default.
• W3104205890 cites W1859957285 @default.
• W3104205890 cites W1924655545 @default.
• W3104205890 cites W1972278059 @default.
• W3104205890 cites W1991024873 @default.
• W3104205890 cites W2011301426 @default.
• W3104205890 cites W2023037133 @default.
• W3104205890 cites W2024668293 @default.
• W3104205890 cites W2029911664 @default.
• W3104205890 cites W2030645675 @default.
• W3104205890 cites W2036914160 @default.
• W3104205890 cites W2044738244 @default.
• W3104205890 cites W2055327934 @default.
• W3104205890 cites W2076455056 @default.
• W3104205890 cites W2093052816 @default.
• W3104205890 cites W2110114082 @default.
• W3104205890 cites W2112021974 @default.
• W3104205890 cites W2112193291 @default.
• W3104205890 cites W2124199755 @default.
• W3104205890 cites W2124271958 @default.
• W3104205890 cites W2134596570 @default.
• W3104205890 cites W2147024658 @default.
• W3104205890 cites W2155705849 @default.
• W3104205890 cites W2157917411 @default.
• W3104205890 cites W2165558283 @default.
• W3104205890 cites W2285776716 @default.
• W3104205890 cites W2529128248 @default.
• W3104205890 cites W2530273440 @default.
• W3104205890 cites W2728645845 @default.
• W3104205890 cites W2787894218 @default.
• W3104205890 cites W2963375465 @default.
• W3104205890 cites W2964146395 @default.
• W3104205890 cites W3100220540 @default.
• W3104205890 cites W3100514957 @default.
• W3104205890 cites W3100901804 @default.
• W3104205890 cites W3101550249 @default.
• W3104205890 cites W3123677474 @default.
• W3104205890 doi "https://doi.org/10.3847/1538-3881/aae9f4" @default.
• W3104205890 hasPublicationYear "2018" @default.
• W3104205890 type Work @default.
• W3104205890 sameAs 3104205890 @default.
• W3104205890 citedByCount "6" @default.
• W3104205890 countsByYear W31042058902019 @default.
• W3104205890 countsByYear W31042058902021 @default.
• W3104205890 countsByYear W31042058902022 @default.
• W3104205890 crossrefType "journal-article" @default.
• W3104205890 hasAuthorship W3104205890A5025163278 @default.
• W3104205890 hasAuthorship W3104205890A5055199976 @default.
• W3104205890 hasAuthorship W3104205890A5088429805 @default.
• W3104205890 hasBestOaLocation W31042058901 @default.
• W3104205890 hasConcept C11413529 @default.
• W3104205890 hasConcept C119857082 @default.
• W3104205890 hasConcept C121332964 @default.
• W3104205890 hasConcept C153180895 @default.
• W3104205890 hasConcept C154945302 @default.
• W3104205890 hasConcept C156273044 @default.
• W3104205890 hasConcept C162324750 @default.
• W3104205890 hasConcept C165801399 @default.
• W3104205890 hasConcept C176217482 @default.
• W3104205890 hasConcept C187736073 @default.
• W3104205890 hasConcept C197352929 @default.
• W3104205890 hasConcept C20254490 @default.
• W3104205890 hasConcept C21547014 @default.
• W3104205890 hasConcept C2780451532 @default.
• W3104205890 hasConcept C28006648 @default.
• W3104205890 hasConcept C33024259 @default.
• W3104205890 hasConcept C41008148 @default.
• W3104205890 hasConcept C44870925 @default.
• W3104205890 hasConcept C62520636 @default.
• W3104205890 hasConcept C98444146 @default.
• W3104205890 hasConceptScore W3104205890C11413529 @default.
• W3104205890 hasConceptScore W3104205890C119857082 @default.
• W3104205890 hasConceptScore W3104205890C121332964 @default.
• W3104205890 hasConceptScore W3104205890C153180895 @default.
• W3104205890 hasConceptScore W3104205890C154945302 @default.
• W3104205890 hasConceptScore W3104205890C156273044 @default.
• W3104205890 hasConceptScore W3104205890C162324750 @default.
• W3104205890 hasConceptScore W3104205890C165801399 @default.
• W3104205890 hasConceptScore W3104205890C176217482 @default.
• W3104205890 hasConceptScore W3104205890C187736073 @default.
• W3104205890 hasConceptScore W3104205890C197352929 @default.
• W3104205890 hasConceptScore W3104205890C20254490 @default.
• W3104205890 hasConceptScore W3104205890C21547014 @default.
• W3104205890 hasConceptScore W3104205890C2780451532 @default.
• W3104205890 hasConceptScore W3104205890C28006648 @default.
• W3104205890 hasConceptScore W3104205890C33024259 @default.
• W3104205890 hasConceptScore W3104205890C41008148 @default.
• W3104205890 hasConceptScore W3104205890C44870925 @default.
• W3104205890 hasConceptScore W3104205890C62520636 @default.
• W3104205890 hasConceptScore W3104205890C98444146 @default.

• next