3k citations · 3k across the 2 of their papers we have counts for
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cs.AI2011★ 3k cited
Popular Ensemble Methods: An Empirical Study
R. Maclin, D. Opitz
An ensemble consists of a set of individually trained classifiers (such as neural networks or decision trees) whose predictions are combined when classifying novel instances. Previ…
cs.AI1997★ 1 cited
Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies
D. W. Opitz, J. W. Shavlik
An algorithm that learns from a set of examples should ideally be able to exploit the available resources of (a) abundant computing power and (b) domain-specific knowledge to impro…