Matches in SemOpenAlex for { <https://semopenalex.org/work/W188803003> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W188803003 endingPage "507" @default.
- W188803003 startingPage "502" @default.
- W188803003 abstract "Learning in complex, changing environments requires methods that are able to tolerate noise (less than perfect feedback) and drift (concepts that change over time). These two aspects of complex environments interact with each other: when some particular learned predictor fails to correctly predict the expected outcome (or when the outcome occurs without having been preceded by the learned predictor), a learner must be able to determine whether the situation is an instance of noise or an indication that the concept is beginning to drift. We present a learning method that is able to learn complex Boolean characterizations while tolerating noise and drift. An analysis of the algorithm illustrates why it has these desirable behaviors, and empirical results from an implementation (called STAGGER) are presented to show its ability to track changing concepts over time." @default.
- W188803003 created "2016-06-24" @default.
- W188803003 creator A5036654672 @default.
- W188803003 creator A5037690594 @default.
- W188803003 date "1986-08-11" @default.
- W188803003 modified "2023-10-02" @default.
- W188803003 title "Beyond incremental processing: tracking concept drift" @default.
- W188803003 cites W1667012816 @default.
- W188803003 cites W1778685146 @default.
- W188803003 cites W2009207944 @default.
- W188803003 cites W2026006860 @default.
- W188803003 cites W2126008037 @default.
- W188803003 cites W2150714843 @default.
- W188803003 hasPublicationYear "1986" @default.
- W188803003 type Work @default.
- W188803003 sameAs 188803003 @default.
- W188803003 citedByCount "80" @default.
- W188803003 countsByYear W1888030032012 @default.
- W188803003 countsByYear W1888030032013 @default.
- W188803003 countsByYear W1888030032014 @default.
- W188803003 countsByYear W1888030032015 @default.
- W188803003 countsByYear W1888030032016 @default.
- W188803003 countsByYear W1888030032017 @default.
- W188803003 countsByYear W1888030032018 @default.
- W188803003 countsByYear W1888030032020 @default.
- W188803003 countsByYear W1888030032021 @default.
- W188803003 crossrefType "proceedings-article" @default.
- W188803003 hasAuthorship W188803003A5036654672 @default.
- W188803003 hasAuthorship W188803003A5037690594 @default.
- W188803003 hasConcept C11413529 @default.
- W188803003 hasConcept C115961682 @default.
- W188803003 hasConcept C119857082 @default.
- W188803003 hasConcept C144237770 @default.
- W188803003 hasConcept C148220186 @default.
- W188803003 hasConcept C154945302 @default.
- W188803003 hasConcept C15744967 @default.
- W188803003 hasConcept C19417346 @default.
- W188803003 hasConcept C2775936607 @default.
- W188803003 hasConcept C2780735816 @default.
- W188803003 hasConcept C33923547 @default.
- W188803003 hasConcept C41008148 @default.
- W188803003 hasConcept C60777511 @default.
- W188803003 hasConcept C89198739 @default.
- W188803003 hasConcept C99498987 @default.
- W188803003 hasConceptScore W188803003C11413529 @default.
- W188803003 hasConceptScore W188803003C115961682 @default.
- W188803003 hasConceptScore W188803003C119857082 @default.
- W188803003 hasConceptScore W188803003C144237770 @default.
- W188803003 hasConceptScore W188803003C148220186 @default.
- W188803003 hasConceptScore W188803003C154945302 @default.
- W188803003 hasConceptScore W188803003C15744967 @default.
- W188803003 hasConceptScore W188803003C19417346 @default.
- W188803003 hasConceptScore W188803003C2775936607 @default.
- W188803003 hasConceptScore W188803003C2780735816 @default.
- W188803003 hasConceptScore W188803003C33923547 @default.
- W188803003 hasConceptScore W188803003C41008148 @default.
- W188803003 hasConceptScore W188803003C60777511 @default.
- W188803003 hasConceptScore W188803003C89198739 @default.
- W188803003 hasConceptScore W188803003C99498987 @default.
- W188803003 hasLocation W1888030031 @default.
- W188803003 hasOpenAccess W188803003 @default.
- W188803003 hasPrimaryLocation W1888030031 @default.
- W188803003 hasRelatedWork W139044672 @default.
- W188803003 hasRelatedWork W1507527858 @default.
- W188803003 hasRelatedWork W1585854823 @default.
- W188803003 hasRelatedWork W167515793 @default.
- W188803003 hasRelatedWork W1907380269 @default.
- W188803003 hasRelatedWork W1973991804 @default.
- W188803003 hasRelatedWork W1990079212 @default.
- W188803003 hasRelatedWork W1999038366 @default.
- W188803003 hasRelatedWork W2009727399 @default.
- W188803003 hasRelatedWork W2010657328 @default.
- W188803003 hasRelatedWork W2022775778 @default.
- W188803003 hasRelatedWork W2068714596 @default.
- W188803003 hasRelatedWork W2093825590 @default.
- W188803003 hasRelatedWork W2096846143 @default.
- W188803003 hasRelatedWork W2110222014 @default.
- W188803003 hasRelatedWork W2125055259 @default.
- W188803003 hasRelatedWork W2139327121 @default.
- W188803003 hasRelatedWork W2149706766 @default.
- W188803003 hasRelatedWork W2171809276 @default.
- W188803003 hasRelatedWork W27170557 @default.
- W188803003 isParatext "false" @default.
- W188803003 isRetracted "false" @default.
- W188803003 magId "188803003" @default.
- W188803003 workType "article" @default.