2 citations · 2 across the 4 of their papers we have counts for
4 papers
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification
Hossein Moosaei, Ahmad Mousavi, Milan Hladík +1
In binary classification, kernel-free linear or quadratic support vector machines are proposed to avoid dealing with difficulties such as finding appropriate kernel functions or tu…
Efficient Set-Based Approaches for the Reliable Computation of Robot Capabilities
Joshua Pickard, Vincent Padois, Milan Hladík +1
To reliably model real robot characteristics, interval linear systems of equations allow to describe families of problems that consider sets of values. This allows to easily accoun…
Walks on hyperplane arrangements and optimization of piecewise linear functions
Michal Černý, Milan Hladík, Miroslav Rada
We propose an exact iterative algorithm for minimization of a class of continuous cell-wise linear convex functions on a hyperplane arrangement. Our particular setup is motivated b…
Contribution of Interval Linear Algebra to the Ongoing Discussions on Multiple Breath Washout Test
Jaroslav Horáček, Václav Koucký, Milan Hladík
In the paper the interval least squares approach to estimate/fit data with interval uncertainties is introduced. The solution of this problem is discussed from the perspective of i…