538 citations · 628 across the 3 of their papers we have counts for
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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…
physics.data-an2003★ 4 cited
Event Selection Using an Extended Fisher Discriminant Method
Byron P. Roe
This note discusses the problem of choosing between hypotheses in a situation with many, correlated non-normal variables. A new method is introduced to shrink the many variables in…