20 citations · 22 across the 15 of their papers we have counts for
3 papers · 1 filter
Multi-Target Decision Making under Conditions of Severe Uncertainty
Christoph Jansen, Georg Schollmeyer, Thomas Augustin
The quality of consequences in a decision making problem under (severe) uncertainty must often be compared among different targets (goals, objectives) simultaneously. In addition,…
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance
Christoph Jansen, Malte Nalenz, Georg Schollmeyer +1
Although being a crucial question for the development of machine learning algorithms, there is still no consensus on how to compare classifiers over multiple data sets with respect…
Neural network model for imprecise regression with interval dependent variables
Krasymyr Tretiak, Georg Schollmeyer, Scott Ferson
This paper presents a computationally feasible method to compute rigorous bounds on the interval-generalisation of regression analysis to account for epistemic uncertainty in the o…