Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023677932> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2023677932 abstract "Contrast set mining is a broadly applicable exploratory technique, which identifies interesting differences across contrast groups. The existing algorithms primarily target relational datasets with categorical attributes. There is clearly a need to apply this method to discover interesting patterns across scientific datasets, which feature arrays with numeric values. In this paper, we present a novel algorithm, SciCSM, for efficient contrast set mining over array-based datasets. We define how interesting contrast sets can be characterized for numeric and array data -- handling the fact that subsets can involve both value-based and/or dimension-based attributes. We extensively use bitmap indices to reduce computational complexity and enable processing of larger-scale data. We demonstrate both high efficiency and effectiveness of our algorithm by using multiple real-life datasets." @default.
- W2023677932 created "2016-06-24" @default.
- W2023677932 creator A5025342178 @default.
- W2023677932 creator A5073142503 @default.
- W2023677932 creator A5087290106 @default.
- W2023677932 date "2015-06-29" @default.
- W2023677932 modified "2023-09-24" @default.
- W2023677932 title "SciCSM" @default.
- W2023677932 cites W1526813343 @default.
- W2023677932 cites W1549565124 @default.
- W2023677932 cites W1569878055 @default.
- W2023677932 cites W1689258902 @default.
- W2023677932 cites W1971065220 @default.
- W2023677932 cites W1972928435 @default.
- W2023677932 cites W2009380894 @default.
- W2023677932 cites W2011208861 @default.
- W2023677932 cites W2026651123 @default.
- W2023677932 cites W2028710687 @default.
- W2023677932 cites W2042898098 @default.
- W2023677932 cites W2068383400 @default.
- W2023677932 cites W2091309699 @default.
- W2023677932 cites W2097167306 @default.
- W2023677932 cites W2101566835 @default.
- W2023677932 cites W2117156932 @default.
- W2023677932 cites W2121243315 @default.
- W2023677932 cites W2147270764 @default.
- W2023677932 cites W2154462487 @default.
- W2023677932 cites W2163213996 @default.
- W2023677932 cites W2165966087 @default.
- W2023677932 cites W3002580249 @default.
- W2023677932 cites W4241634004 @default.
- W2023677932 cites W4252446498 @default.
- W2023677932 doi "https://doi.org/10.1145/2791347.2791361" @default.
- W2023677932 hasPublicationYear "2015" @default.
- W2023677932 type Work @default.
- W2023677932 sameAs 2023677932 @default.
- W2023677932 citedByCount "9" @default.
- W2023677932 countsByYear W20236779322015 @default.
- W2023677932 countsByYear W20236779322018 @default.
- W2023677932 countsByYear W20236779322019 @default.
- W2023677932 countsByYear W20236779322020 @default.
- W2023677932 countsByYear W20236779322021 @default.
- W2023677932 crossrefType "proceedings-article" @default.
- W2023677932 hasAuthorship W2023677932A5025342178 @default.
- W2023677932 hasAuthorship W2023677932A5073142503 @default.
- W2023677932 hasAuthorship W2023677932A5087290106 @default.
- W2023677932 hasConcept C119857082 @default.
- W2023677932 hasConcept C124101348 @default.
- W2023677932 hasConcept C138885662 @default.
- W2023677932 hasConcept C154945302 @default.
- W2023677932 hasConcept C177264268 @default.
- W2023677932 hasConcept C199360897 @default.
- W2023677932 hasConcept C202444582 @default.
- W2023677932 hasConcept C2776401178 @default.
- W2023677932 hasConcept C2776502983 @default.
- W2023677932 hasConcept C3115412 @default.
- W2023677932 hasConcept C33676613 @default.
- W2023677932 hasConcept C33923547 @default.
- W2023677932 hasConcept C41008148 @default.
- W2023677932 hasConcept C41895202 @default.
- W2023677932 hasConcept C5274069 @default.
- W2023677932 hasConceptScore W2023677932C119857082 @default.
- W2023677932 hasConceptScore W2023677932C124101348 @default.
- W2023677932 hasConceptScore W2023677932C138885662 @default.
- W2023677932 hasConceptScore W2023677932C154945302 @default.
- W2023677932 hasConceptScore W2023677932C177264268 @default.
- W2023677932 hasConceptScore W2023677932C199360897 @default.
- W2023677932 hasConceptScore W2023677932C202444582 @default.
- W2023677932 hasConceptScore W2023677932C2776401178 @default.
- W2023677932 hasConceptScore W2023677932C2776502983 @default.
- W2023677932 hasConceptScore W2023677932C3115412 @default.
- W2023677932 hasConceptScore W2023677932C33676613 @default.
- W2023677932 hasConceptScore W2023677932C33923547 @default.
- W2023677932 hasConceptScore W2023677932C41008148 @default.
- W2023677932 hasConceptScore W2023677932C41895202 @default.
- W2023677932 hasConceptScore W2023677932C5274069 @default.
- W2023677932 hasLocation W20236779321 @default.
- W2023677932 hasOpenAccess W2023677932 @default.
- W2023677932 hasPrimaryLocation W20236779321 @default.
- W2023677932 hasRelatedWork W141397823 @default.
- W2023677932 hasRelatedWork W1885345228 @default.
- W2023677932 hasRelatedWork W1911936269 @default.
- W2023677932 hasRelatedWork W2111883592 @default.
- W2023677932 hasRelatedWork W2386623315 @default.
- W2023677932 hasRelatedWork W2614201973 @default.
- W2023677932 hasRelatedWork W2810486417 @default.
- W2023677932 hasRelatedWork W2891267967 @default.
- W2023677932 hasRelatedWork W3089218368 @default.
- W2023677932 hasRelatedWork W2584670027 @default.
- W2023677932 isParatext "false" @default.
- W2023677932 isRetracted "false" @default.
- W2023677932 magId "2023677932" @default.
- W2023677932 workType "article" @default.