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Adapting dynamic classifier selection for concept drift

  • Published:2018-08 Issue: Volume:104 Page:67-85
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Almeida Paulo R.L.,Oliveira Luiz S.ORCID,Britto Alceu S.,Sabourin Robert

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference71 articles.

1. Just-in-time classifiers for recurrent concepts;Alippi;IEEE Transactions on Neural Networks and Learning Systems,2013

2. PKLot – a robust dataset for parking lot classification;Almeida;Expert Systems with Applications,2015

3. Handling concept drifts using dynamic selection of classifiers;Almeida,2016

4. Dynse – dynamic selection based drift handler;Almeida,2018

5. Cascading classifiers;Alpaydin;Kybernetika,1998

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