Detecting Concept Drift Using Statistical Testing
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[1] Sameer Singh,et al. Novelty detection: a review - part 1: statistical approaches , 2003, Signal Process..
[2] Gerhard Widmer,et al. Learning in the Presence of Concept Drift and Hidden Contexts , 1996, Machine Learning.
[3] Sameer Singh,et al. Novelty detection: a review - part 2: : neural network based approaches , 2003, Signal Process..
[4] Michèle Basseville,et al. Detection of abrupt changes: theory and application , 1993 .
[5] Philip S. Yu,et al. Mining concept-drifting data streams using ensemble classifiers , 2003, KDD '03.
[6] Takashi Omori,et al. ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments , 2005, Multiple Classifier Systems.
[7] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[8] João Gama,et al. Learning with Drift Detection , 2004, SBIA.
[9] Ian Witten,et al. Data Mining , 2000 .