From concept drift to model degradation: An overview on performance-aware drift detectors

Author:

Bayram FirasORCID,Ahmed Bestoun S.ORCID,Kassler Andreas

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference190 articles.

1. Deep learning: A critical appraisal;Marcus,2018

2. Mining with rarity: A unifying framework;Weiss;ACM SIGKDD Explor. Newsl.,2004

3. Learning in the presence of concept drift and hidden contexts;Widmer;Mach. Learn.,1996

4. Learning from streaming data with concept drift and imbalance: an overview;Hoens;Prog. Artif. Intell.,2011

5. An overview and comprehensive comparison of ensembles for concept drift;de Barros;Inf. Fusion,2019

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