Matches in SemOpenAlex for { <https://semopenalex.org/work/W924599523> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W924599523 abstract "In data mining, the phenomenon of change in data distribution over time is known as concept drift. In this research, the authors introduce a new approach called Concepts Seeds Gathering and Dataset Updating algorithm (CSG-DU) that gives the traditional classification models the ability to adapt and cope with concept drift as time passes. CSG-DU is concerned with discovering new concepts in data stream and aims to increase the classification accuracy using any classification model when changes occur in the underlying concepts. The proposed approach has been tested using synthetic and real datasets. The experiments conducted show that after applying the authors' approach, the classification accuracy increased from low values to high and acceptable ones. Finally, a comparison study between CSG-DU and Set Formation for Delayed Labeling algorithm (SFDL) has been conducted; SFDL is an approach that handles sudden and gradual concept drift. CSG-DU results outperforms SFDL in terms of classification accuracy." @default.
- W924599523 created "2016-06-24" @default.
- W924599523 creator A5027446191 @default.
- W924599523 creator A5038409165 @default.
- W924599523 date "2015-04-01" @default.
- W924599523 modified "2023-09-26" @default.
- W924599523 title "Concepts Seeds Gathering and Dataset Updating Algorithm for Handling Concept Drift" @default.
- W924599523 cites W1025075416 @default.
- W924599523 cites W121132053 @default.
- W924599523 cites W1536228795 @default.
- W924599523 cites W1562135275 @default.
- W924599523 cites W1562629803 @default.
- W924599523 cites W158096112 @default.
- W924599523 cites W1672104910 @default.
- W924599523 cites W1968980002 @default.
- W924599523 cites W1990079212 @default.
- W924599523 cites W2000454347 @default.
- W924599523 cites W2002349220 @default.
- W924599523 cites W2009727399 @default.
- W924599523 cites W2010657328 @default.
- W924599523 cites W2014583745 @default.
- W924599523 cites W2016159616 @default.
- W924599523 cites W2022775778 @default.
- W924599523 cites W2070808135 @default.
- W924599523 cites W2084541513 @default.
- W924599523 cites W2086364952 @default.
- W924599523 cites W2099419573 @default.
- W924599523 cites W2124288185 @default.
- W924599523 cites W2133088989 @default.
- W924599523 cites W2171809276 @default.
- W924599523 cites W2339725977 @default.
- W924599523 cites W2117941707 @default.
- W924599523 doi "https://doi.org/10.4018/ijdsst.2015040103" @default.
- W924599523 hasPublicationYear "2015" @default.
- W924599523 type Work @default.
- W924599523 sameAs 924599523 @default.
- W924599523 citedByCount "1" @default.
- W924599523 countsByYear W9245995232016 @default.
- W924599523 crossrefType "journal-article" @default.
- W924599523 hasAuthorship W924599523A5027446191 @default.
- W924599523 hasAuthorship W924599523A5038409165 @default.
- W924599523 hasConcept C11413529 @default.
- W924599523 hasConcept C119857082 @default.
- W924599523 hasConcept C124101348 @default.
- W924599523 hasConcept C154945302 @default.
- W924599523 hasConcept C177264268 @default.
- W924599523 hasConcept C199360897 @default.
- W924599523 hasConcept C41008148 @default.
- W924599523 hasConcept C60777511 @default.
- W924599523 hasConcept C89198739 @default.
- W924599523 hasConceptScore W924599523C11413529 @default.
- W924599523 hasConceptScore W924599523C119857082 @default.
- W924599523 hasConceptScore W924599523C124101348 @default.
- W924599523 hasConceptScore W924599523C154945302 @default.
- W924599523 hasConceptScore W924599523C177264268 @default.
- W924599523 hasConceptScore W924599523C199360897 @default.
- W924599523 hasConceptScore W924599523C41008148 @default.
- W924599523 hasConceptScore W924599523C60777511 @default.
- W924599523 hasConceptScore W924599523C89198739 @default.
- W924599523 hasLocation W9245995231 @default.
- W924599523 hasOpenAccess W924599523 @default.
- W924599523 hasPrimaryLocation W9245995231 @default.
- W924599523 hasRelatedWork W1544427990 @default.
- W924599523 hasRelatedWork W1905065283 @default.
- W924599523 hasRelatedWork W1981838066 @default.
- W924599523 hasRelatedWork W2026482110 @default.
- W924599523 hasRelatedWork W2060628068 @default.
- W924599523 hasRelatedWork W2129092346 @default.
- W924599523 hasRelatedWork W2135153142 @default.
- W924599523 hasRelatedWork W2484682751 @default.
- W924599523 hasRelatedWork W2584099312 @default.
- W924599523 hasRelatedWork W2920976755 @default.
- W924599523 hasRelatedWork W295203239 @default.
- W924599523 hasRelatedWork W2964961721 @default.
- W924599523 hasRelatedWork W2978132917 @default.
- W924599523 hasRelatedWork W3015645146 @default.
- W924599523 hasRelatedWork W3108206468 @default.
- W924599523 hasRelatedWork W3118263816 @default.
- W924599523 hasRelatedWork W3119365897 @default.
- W924599523 hasRelatedWork W3140652446 @default.
- W924599523 hasRelatedWork W3162836642 @default.
- W924599523 hasRelatedWork W3199521425 @default.
- W924599523 isParatext "false" @default.
- W924599523 isRetracted "false" @default.
- W924599523 magId "924599523" @default.
- W924599523 workType "article" @default.