research
∙
06/22/2023
Robust Statistical Comparison of Random Variables with Locally Varying Scale of Measurement
Spaces with locally varying scale of measurement, like multidimensional ...
share
research
∙
04/19/2023
A note on the connectedness property of union-free generic sets of partial orders
This short note describes and proves a connectedness property which was ...
research
∙
04/19/2023
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms
We propose a framework for descriptively analyzing sets of partial order...
research
∙
03/02/2023
In all LikelihoodS: How to Reliably Select Pseudo-Labeled Data for Self-Training in Semi-Supervised Learning
Self-training is a simple yet effective method within semi-supervised le...
research
∙
12/13/2022
Multi-Target Decision Making under Conditions of Severe Uncertainty
The quality of consequences in a decision making problem under (severe) ...
research
∙
09/05/2022
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance
Although being a question in the very methodological core of machine lea...
research
∙
06/06/2022
Neural network model for imprecise regression with interval dependent variables
We propose a new iterative method using machine learning algorithms to f...
research
∙
10/19/2021