7 citations · 8 across the 3 of their papers we have counts for
3 papers
Computationally efficient univariate filtering for massive data
M. Tsagris, A. Alenazi, S. Fafalios
The vast availability of large scale, massive and big data has increased the computational cost of data analysis. One such case is the computational cost of the univariate filterin…
Feature Selection with the R Package MXM: Discovering Statistically-Equivalent Feature Subsets
Vincenzo Lagani, Giorgos Athineou, Alessio Farcomeni +2
The statistically equivalent signature (SES) algorithm is a method for feature selection inspired by the principles of constrained-based learning of Bayesian Networks. Most of the…
Nonparametric hypothesis testing for equality of means on the simplex
Michail Tsagris, Simon Preston, Andrew T. A. Wood
In the context of data that lie on the simplex, we investigate use of empirical and exponential empirical likelihood, and Hotelling and James statistics, to test the null hypothesi…