48 citations · 99 across the 6 of their papers we have counts for
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cs.LG2017★ 1 cited
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams
Hamed R. Bonab, Fazli Can
Designing adaptive classifiers for an evolving data stream is a challenging task due to the data size and its dynamically changing nature. Combining individual classifiers in an on…
cs.LG2017★ 15 cited
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers
Hamed Bonab, Fazli Can
The number of component classifiers chosen for an ensemble greatly impacts the prediction ability. In this paper, we use a geometric framework for a priori determining the ensemble…