159 citations · 159 across the 3 of their papers we have counts for
4 papers
Closed-Form Gaussian Mixture Representations of d-Dimensional Triangulated Domains
Ali Darijani, Benedikt Stratmann, Uwe D. Hanebeck +3
We derive a Gaussian Mixture (GM) representation of a full-dimensional subset of Euclidean space with finite volume from a finite simplicial triangulation in closed form. On each s…
A Geometric Gaussian Mixture Representation of Plane Curves
Ali Darijani, Benedikt Stratmann, Jürgen Beyerer
We introduce a user defined probabilistic polygonal representation for plane curves. Given a curve, we select vertices on the curve and connect consecutive vertices by line segment…
Industrial AI Robustness Card for Time Series Models
Alexander Windmann, Benedikt Stratmann, Mariya Lyashenko +1
Industrial AI practitioners face vague robustness requirements in emerging regulations and standards but lack concrete, implementation-ready protocols. This paper introduces the In…
Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches
Florian Huber, Artem Yushchenko, Benedikt Stratmann +1
Accurate prediction of crop yield before harvest is of great importance for crop logistics, market planning, and food distribution around the world. Yield prediction requires monit…