Matches in SemOpenAlex for { <https://semopenalex.org/work/W2010444101> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2010444101 abstract "The ability to accurately classify targets is critical to the performance of automated/assisted target recognition (ATR)algorithms. Supervised machine learning methods have been shown to be able to classify data in a variety of disciplineswith a high level of accuracy. The performance of machine learning techniques in classifying ground targets in two-dimensionalradar imagery were compared. Three machine learning models were compared to determine which modelbest classifies targets with the highest accuracy: decision tree, Bayes', and support vector machine. X-band signaturedata acquired in scale-model compact ranges were used. ISAR images were compared using several techniquesincluding two-dimensional cross-correlation and pixel by pixel comparison of the image against a reference image. Thehighly controlled nature of the collected imagery was ideally suited for the inter-comparison of the machine learningmodels. The resulting data from the image comparisons were used as the feature space for testing the accuracy of thethree types of classifiers. Classifier accuracy was determined using N-fold cross-validation." @default.
- W2010444101 created "2016-06-24" @default.
- W2010444101 creator A5027787661 @default.
- W2010444101 creator A5044054736 @default.
- W2010444101 creator A5066180267 @default.
- W2010444101 creator A5076494389 @default.
- W2010444101 creator A5088873649 @default.
- W2010444101 creator A5090681461 @default.
- W2010444101 date "2011-05-13" @default.
- W2010444101 modified "2023-09-23" @default.
- W2010444101 title "A comparison of machine learning methods for target recognition using ISAR imagery" @default.
- W2010444101 cites W1512098439 @default.
- W2010444101 cites W1968410895 @default.
- W2010444101 cites W2078758473 @default.
- W2010444101 cites W2109943925 @default.
- W2010444101 cites W2119821739 @default.
- W2010444101 cites W2125055259 @default.
- W2010444101 cites W2133990480 @default.
- W2010444101 cites W2144120392 @default.
- W2010444101 cites W2148603752 @default.
- W2010444101 cites W2149706766 @default.
- W2010444101 cites W2156909104 @default.
- W2010444101 cites W2799061466 @default.
- W2010444101 doi "https://doi.org/10.1117/12.890228" @default.
- W2010444101 hasPublicationYear "2011" @default.
- W2010444101 type Work @default.
- W2010444101 sameAs 2010444101 @default.
- W2010444101 citedByCount "1" @default.
- W2010444101 countsByYear W20104441012020 @default.
- W2010444101 crossrefType "proceedings-article" @default.
- W2010444101 hasAuthorship W2010444101A5027787661 @default.
- W2010444101 hasAuthorship W2010444101A5044054736 @default.
- W2010444101 hasAuthorship W2010444101A5066180267 @default.
- W2010444101 hasAuthorship W2010444101A5076494389 @default.
- W2010444101 hasAuthorship W2010444101A5088873649 @default.
- W2010444101 hasAuthorship W2010444101A5090681461 @default.
- W2010444101 hasConcept C117623542 @default.
- W2010444101 hasConcept C119857082 @default.
- W2010444101 hasConcept C12267149 @default.
- W2010444101 hasConcept C153180895 @default.
- W2010444101 hasConcept C154945302 @default.
- W2010444101 hasConcept C41008148 @default.
- W2010444101 hasConcept C52001869 @default.
- W2010444101 hasConcept C84525736 @default.
- W2010444101 hasConcept C87360688 @default.
- W2010444101 hasConcept C95623464 @default.
- W2010444101 hasConceptScore W2010444101C117623542 @default.
- W2010444101 hasConceptScore W2010444101C119857082 @default.
- W2010444101 hasConceptScore W2010444101C12267149 @default.
- W2010444101 hasConceptScore W2010444101C153180895 @default.
- W2010444101 hasConceptScore W2010444101C154945302 @default.
- W2010444101 hasConceptScore W2010444101C41008148 @default.
- W2010444101 hasConceptScore W2010444101C52001869 @default.
- W2010444101 hasConceptScore W2010444101C84525736 @default.
- W2010444101 hasConceptScore W2010444101C87360688 @default.
- W2010444101 hasConceptScore W2010444101C95623464 @default.
- W2010444101 hasLocation W20104441011 @default.
- W2010444101 hasOpenAccess W2010444101 @default.
- W2010444101 hasPrimaryLocation W20104441011 @default.
- W2010444101 hasRelatedWork W1503210429 @default.
- W2010444101 hasRelatedWork W1683156614 @default.
- W2010444101 hasRelatedWork W1976691472 @default.
- W2010444101 hasRelatedWork W2008947716 @default.
- W2010444101 hasRelatedWork W2023265265 @default.
- W2010444101 hasRelatedWork W2036150674 @default.
- W2010444101 hasRelatedWork W2051978853 @default.
- W2010444101 hasRelatedWork W2061966865 @default.
- W2010444101 hasRelatedWork W2070150642 @default.
- W2010444101 hasRelatedWork W2120859007 @default.
- W2010444101 hasRelatedWork W2154074575 @default.
- W2010444101 hasRelatedWork W2203777347 @default.
- W2010444101 hasRelatedWork W2305111351 @default.
- W2010444101 hasRelatedWork W2493435490 @default.
- W2010444101 hasRelatedWork W2561602603 @default.
- W2010444101 hasRelatedWork W2610566251 @default.
- W2010444101 hasRelatedWork W2896162678 @default.
- W2010444101 hasRelatedWork W3103299526 @default.
- W2010444101 hasRelatedWork W3130394297 @default.
- W2010444101 hasRelatedWork W3139325484 @default.
- W2010444101 isParatext "false" @default.
- W2010444101 isRetracted "false" @default.
- W2010444101 magId "2010444101" @default.
- W2010444101 workType "article" @default.