538 citations · 647 across the 3 of their papers we have counts for
3 papers
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…
physics.data-an2005★ 86 cited
Studies of Boosted Decision Trees for MiniBooNE Particle Identification
Hai-Jun Yang, Byron P. Roe, Ji Zhu
Boosted decision trees are applied to particle identification in the MiniBooNE experiment operated at Fermi National Accelerator Laboratory (Fermilab) for neutrino oscillations. Nu…
physics.data-an2004★ 538 cited
Boosted Decision Trees as an Alternative to Artificial Neural Networks for Particle Identification
Byron P. Roe, Hai-Jun Yang, Ji Zhu +3
The efficacy of particle identification is compared using artificial neutral networks and boosted decision trees. The comparison is performed in the context of the MiniBooNE, an ex…