DME: An Adaptive and Just-in-Time Weighted Ensemble Learning Method for Classifying Block-Based Concept Drift Steam
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DOI: 10.1109/access.2022.3222178
Abstract: This study proposes a novel incremental learning algorithm called distribution matching ensemble (DME) in context of adaptive weighted ensemble learning. In particular, DME estimates the distribution of each received data block by Gaussian mixture model… read more here.
Keywords: weighted ensemble; data block; ensemble learning; dme ... See more keywords