activity
20042013
most citedBoosted Decision Trees as an Alternative to Artificial Neural Networks for Particle Identification

538 citations · 946 across the 8 of their papers we have counts for

collaborators

8 papers

physics.ins-det2013

High-precision Absolute Coordinate Measurement using Frequency Scanned Interferometry

Tianxiang Chen, Haijun Yang, Keith Riles +1

In this paper, we report high-precision absolute position measurement performed with frequency scanned interferometry (FSI). We reported previously on measurement of absolute dista…

hep-ex2009

Discovery Potential of the Standard Model Higgs Boson Through H -> WW Decay Mode with the ATLAS Detector at LHC

Hai-Jun Yang

We report results of a study of the Standard Model Higgs boson discovery potential through the W-pair leptonic decay modes with the ATLAS detector at LHC at 14 TeV center-of-mass e…

hep-ex2007★ 183 cited

Measurement of Muon Neutrino Quasi-Elastic Scattering on Carbon

MiniBooNE collaboration

The observation of neutrino oscillations is clear evidence for physics beyond the standard model. To make precise measurements of this phenomenon, neutrino oscillation experiments,…

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.ins-det2006★ 35 cited

High-precision Absolute Distance Measurement using Dual-Laser Frequency Scanned Interferometry Under Realistic Conditions

Hai-Jun Yang, Keith Riles

In this paper, we report on new high-precision absolute distance measurements performed with frequency scanned interferometry using a pair of single-mode optical fibers. Absolute d…

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…