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most citedBoosted Decision Trees as an Alternative to Artificial Neural Networks for Particle Identification

538 citations · 651 across the 5 of their papers we have counts for

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physics.data-an2006★ 23 cited

Studies of Stability and Robustness for Artificial Neural Networks and Boosted Decision Trees

Hai-Jun Yang, Byron P. Roe, Ji Zhu

In this paper, we compare the performance, stability and robustness of Artificial Neural Networks (ANN) and Boosted Decision Trees (BDT) using MiniBooNE Monte Carlo samples. These…