Matches in SemOpenAlex for { <https://semopenalex.org/work/W1544505810> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W1544505810 endingPage "82" @default.
- W1544505810 startingPage "71" @default.
- W1544505810 abstract "Most classification methods are based on the assumption that data conforms to a stationary distribution. The machine learning domain currently suffers from a lack of classification techniques that are able to detect the occurrence of a change in the underlying data distribution. Ignoring possible changes in the underlying concept, also known as concept drift, may degrade the performance of the classification model. Often these changes make the model inconsistent and regular updatings become necessary. Taking the temporal dimension into account during the analysis ofWeb usage data is a necessity, since the way a site is visited may indeed evolve due to modifications in the structure and content of the site, or even due to changes in the behavior of certain user groups. One solution to this problem, proposed in this article, is to update models using summaries obtained by means of an evolutionary approach based on an intelligent clustering approach. We carry out various clustering strategies that are applied on time sub-periods. To validate our approach we apply two external evaluation criteria which compare different partitions from the same data set. Our experiments show that the proposed approach is efficient to detect the occurrence of changes." @default.
- W1544505810 created "2016-06-24" @default.
- W1544505810 creator A5069766194 @default.
- W1544505810 creator A5079004987 @default.
- W1544505810 creator A5084364235 @default.
- W1544505810 creator A5089260466 @default.
- W1544505810 date "2009-01-01" @default.
- W1544505810 modified "2023-10-16" @default.
- W1544505810 title "Clustering Dynamic Web Usage Data" @default.
- W1544505810 cites W1583338769 @default.
- W1544505810 cites W16081646 @default.
- W1544505810 cites W1989993068 @default.
- W1544505810 cites W1996869586 @default.
- W1544505810 cites W2090634555 @default.
- W1544505810 cites W2097427044 @default.
- W1544505810 cites W2122354896 @default.
- W1544505810 cites W2144701956 @default.
- W1544505810 cites W2146902533 @default.
- W1544505810 cites W4235169531 @default.
- W1544505810 doi "https://doi.org/10.1007/978-3-540-88045-5_4" @default.
- W1544505810 hasPublicationYear "2009" @default.
- W1544505810 type Work @default.
- W1544505810 sameAs 1544505810 @default.
- W1544505810 citedByCount "2" @default.
- W1544505810 countsByYear W15445058102012 @default.
- W1544505810 countsByYear W15445058102013 @default.
- W1544505810 crossrefType "book-chapter" @default.
- W1544505810 hasAuthorship W1544505810A5069766194 @default.
- W1544505810 hasAuthorship W1544505810A5079004987 @default.
- W1544505810 hasAuthorship W1544505810A5084364235 @default.
- W1544505810 hasAuthorship W1544505810A5089260466 @default.
- W1544505810 hasBestOaLocation W15445058102 @default.
- W1544505810 hasConcept C119857082 @default.
- W1544505810 hasConcept C124101348 @default.
- W1544505810 hasConcept C134306372 @default.
- W1544505810 hasConcept C154945302 @default.
- W1544505810 hasConcept C177264268 @default.
- W1544505810 hasConcept C199360897 @default.
- W1544505810 hasConcept C202444582 @default.
- W1544505810 hasConcept C33676613 @default.
- W1544505810 hasConcept C33923547 @default.
- W1544505810 hasConcept C36503486 @default.
- W1544505810 hasConcept C41008148 @default.
- W1544505810 hasConcept C60777511 @default.
- W1544505810 hasConcept C73555534 @default.
- W1544505810 hasConcept C89198739 @default.
- W1544505810 hasConceptScore W1544505810C119857082 @default.
- W1544505810 hasConceptScore W1544505810C124101348 @default.
- W1544505810 hasConceptScore W1544505810C134306372 @default.
- W1544505810 hasConceptScore W1544505810C154945302 @default.
- W1544505810 hasConceptScore W1544505810C177264268 @default.
- W1544505810 hasConceptScore W1544505810C199360897 @default.
- W1544505810 hasConceptScore W1544505810C202444582 @default.
- W1544505810 hasConceptScore W1544505810C33676613 @default.
- W1544505810 hasConceptScore W1544505810C33923547 @default.
- W1544505810 hasConceptScore W1544505810C36503486 @default.
- W1544505810 hasConceptScore W1544505810C41008148 @default.
- W1544505810 hasConceptScore W1544505810C60777511 @default.
- W1544505810 hasConceptScore W1544505810C73555534 @default.
- W1544505810 hasConceptScore W1544505810C89198739 @default.
- W1544505810 hasLocation W15445058101 @default.
- W1544505810 hasLocation W15445058102 @default.
- W1544505810 hasLocation W15445058103 @default.
- W1544505810 hasLocation W15445058104 @default.
- W1544505810 hasLocation W15445058105 @default.
- W1544505810 hasLocation W15445058106 @default.
- W1544505810 hasLocation W15445058107 @default.
- W1544505810 hasOpenAccess W1544505810 @default.
- W1544505810 hasPrimaryLocation W15445058101 @default.
- W1544505810 hasRelatedWork W2008316021 @default.
- W1544505810 hasRelatedWork W2079625735 @default.
- W1544505810 hasRelatedWork W2312541957 @default.
- W1544505810 hasRelatedWork W2370909876 @default.
- W1544505810 hasRelatedWork W2608158510 @default.
- W1544505810 hasRelatedWork W3013538875 @default.
- W1544505810 hasRelatedWork W3104083384 @default.
- W1544505810 hasRelatedWork W3124985236 @default.
- W1544505810 hasRelatedWork W4284892066 @default.
- W1544505810 hasRelatedWork W4287822815 @default.
- W1544505810 isParatext "false" @default.
- W1544505810 isRetracted "false" @default.
- W1544505810 magId "1544505810" @default.
- W1544505810 workType "book-chapter" @default.