3 papers
stat.ML2023
Supervised and Penalized Baseline Correction
Erik Andries, Ramin Nikzad-Langerodi
Spectroscopic measurements can show distorted spectral shapes arising from a mixture of absorbing and scattering contributions. These distortions (or baselines) often manifest them…
math.DS2006
Monte Carlo Random Walk Simulations Based on Distributed Order Differential Equations
Erik Andries, Sabir Umarov, Stanly Steinberg
In this paper the multi-dimensional random walk models governed by distributed fractional order differential equations and multi-term fractional order differential equations are co…
q-bio.GN2006
Regularization Strategies for Hyperplane Classifiers: Application to Cancer Classification with Gene Expression Data
Erik Andries, Thomas Hagstrom, Susan R. Atlas +1
Linear discrimination, from the point of view of numerical linear algebra, can be treated as solving an ill-posed system of linear equations. In order to generate a solution that i…