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

Knowledge-Based Systems, 2022
Bestoun S Ahmed   +2 more
exaly  

Concept drift type identification based on multi-sliding windows

Information Sciences, 2022
Wenjian Wang, Husheng Guo
exaly  

Concept-drift detection index based on fuzzy formal concept analysis for fake news classifiers

Technological Forecasting and Social Change, 2023
Giuseppe Fenza   +2 more
exaly  

Concept Drift

2011
Claude Sammut, Michael Harries
openaire   +1 more source

Learning under Concept Drift: A Review

IEEE Transactions on Knowledge and Data Engineering, 2018
Anjin Liu, Joao Gama
exaly  

A large-scale comparison of concept drift detectors

Information Sciences, 2018
Roberto Souto Maior de Barros
exaly  

No Free Lunch Theorem for concept drift detection in streaming data classification: A review

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2020
Mehmed Kantardzic, Hanqing Hu
exaly  

An overview and comprehensive comparison of ensembles for concept drift

Information Fusion, 2019
Roberto Souto Maior de Barros
exaly  

Detecting concept drift in data streams using model explanation

Expert Systems With Applications, 2018
Zoran Bosnić
exaly  

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