Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300292021> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4300292021 abstract "A central question in the era of 'big data' is what to do with the enormous amount of information. One possibility is to characterize it through statistics, e.g., averages, or classify it using machine learning, in order to understand the general structure of the overall data. The perspective in this paper is the opposite, namely that most of the value in the information in some applications is in the parts that deviate from the average, that are unusual, atypical. We define what we mean by 'atypical' in an axiomatic way as data that can be encoded with fewer bits in itself rather than using the code for the typical data. We show that this definition has good theoretical properties. We then develop an implementation based on universal source coding, and apply this to a number of real world data sets." @default.
- W4300292021 created "2022-10-03" @default.
- W4300292021 creator A5049648871 @default.
- W4300292021 creator A5063883439 @default.
- W4300292021 creator A5081304126 @default.
- W4300292021 date "2017-09-10" @default.
- W4300292021 modified "2023-09-27" @default.
- W4300292021 title "Data Discovery and Anomaly Detection Using Atypicality: Theory" @default.
- W4300292021 doi "https://doi.org/10.48550/arxiv.1709.03189" @default.
- W4300292021 hasPublicationYear "2017" @default.
- W4300292021 type Work @default.
- W4300292021 citedByCount "0" @default.
- W4300292021 crossrefType "posted-content" @default.
- W4300292021 hasAuthorship W4300292021A5049648871 @default.
- W4300292021 hasAuthorship W4300292021A5063883439 @default.
- W4300292021 hasAuthorship W4300292021A5081304126 @default.
- W4300292021 hasBestOaLocation W43002920211 @default.
- W4300292021 hasConcept C105795698 @default.
- W4300292021 hasConcept C111919701 @default.
- W4300292021 hasConcept C124101348 @default.
- W4300292021 hasConcept C12713177 @default.
- W4300292021 hasConcept C154945302 @default.
- W4300292021 hasConcept C167729594 @default.
- W4300292021 hasConcept C177264268 @default.
- W4300292021 hasConcept C179518139 @default.
- W4300292021 hasConcept C199360897 @default.
- W4300292021 hasConcept C2524010 @default.
- W4300292021 hasConcept C2776760102 @default.
- W4300292021 hasConcept C33923547 @default.
- W4300292021 hasConcept C41008148 @default.
- W4300292021 hasConcept C43126263 @default.
- W4300292021 hasConcept C739882 @default.
- W4300292021 hasConcept C75684735 @default.
- W4300292021 hasConcept C80444323 @default.
- W4300292021 hasConceptScore W4300292021C105795698 @default.
- W4300292021 hasConceptScore W4300292021C111919701 @default.
- W4300292021 hasConceptScore W4300292021C124101348 @default.
- W4300292021 hasConceptScore W4300292021C12713177 @default.
- W4300292021 hasConceptScore W4300292021C154945302 @default.
- W4300292021 hasConceptScore W4300292021C167729594 @default.
- W4300292021 hasConceptScore W4300292021C177264268 @default.
- W4300292021 hasConceptScore W4300292021C179518139 @default.
- W4300292021 hasConceptScore W4300292021C199360897 @default.
- W4300292021 hasConceptScore W4300292021C2524010 @default.
- W4300292021 hasConceptScore W4300292021C2776760102 @default.
- W4300292021 hasConceptScore W4300292021C33923547 @default.
- W4300292021 hasConceptScore W4300292021C41008148 @default.
- W4300292021 hasConceptScore W4300292021C43126263 @default.
- W4300292021 hasConceptScore W4300292021C739882 @default.
- W4300292021 hasConceptScore W4300292021C75684735 @default.
- W4300292021 hasConceptScore W4300292021C80444323 @default.
- W4300292021 hasLocation W43002920211 @default.
- W4300292021 hasOpenAccess W4300292021 @default.
- W4300292021 hasPrimaryLocation W43002920211 @default.
- W4300292021 hasRelatedWork W1890335571 @default.
- W4300292021 hasRelatedWork W189929896 @default.
- W4300292021 hasRelatedWork W2365343424 @default.
- W4300292021 hasRelatedWork W2369287763 @default.
- W4300292021 hasRelatedWork W2373671641 @default.
- W4300292021 hasRelatedWork W2544722197 @default.
- W4300292021 hasRelatedWork W2574041338 @default.
- W4300292021 hasRelatedWork W3006459298 @default.
- W4300292021 hasRelatedWork W3033962221 @default.
- W4300292021 hasRelatedWork W4205625664 @default.
- W4300292021 isParatext "false" @default.
- W4300292021 isRetracted "false" @default.
- W4300292021 workType "article" @default.