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

538 citations

10 papers

math.OC2005

Optimal control of Goursat-Darboux systems in domains with curvilinear boundaries

S. A. Belbas

We derive necessary conditions for optimality in control problems governed by hyperbolic partial differential equations in Goursat-Darboux form. The conditions consist of a set of…

math.CA2005

A hybrid Volterra-type equation with two types of impulses

S. A. Belbas, ; Jong Seo Park

We formulate and analyze a hybrid system model that involves Volterra integral operators with multiple integrals and two types of impulsive terms. We give a constructive proof, via…

math.GM2005

On series solutions of Volterra equations

S. A. Belbas

We derive formulae for the calculation of Taylor coefficients of solutions to systems of Volterra integral equations, both linear and nonlinear, either without singularities or wit…

math.FA2005

The Fredholm index of a pair of commuting operators

Xiang Fang

This paper concerns Fredholm theory in several variables, and its applications to Hilbert spaces of analytic functions. One feature is the introduction of ideas from commutative al…

cond-mat.mtrl-sci2004333 cited

Large magnetoresistance in bcc Co/MgO/Co and FeCo/MgO/FeCo tunneling junctions

X. -G. Zhang, W. H. Butler

By use of first-principles electronic structure calculations, we predict that the magnetoresistance of the bcc Co(100)/MgO(100)/bcc Co(100) and FeCo(100)/MgO(100)/FeCo(100) tunneli…

physics.data-an2004538 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…