Spatial Interpolation with Message Passing Framework. - Evgeniy Faerman; Manuell Rogalla; Niklas Strauß; Adrian Krüger; Benedict Blümel; Max Berrendorf; Michael Fromm 001; Matthias Schubert (ICDM Workshops, 2019)

Efficient Parking Search using Shared Fleet Data. - Niklas Strauß; Lukas Rottkamp; Sebastian Schmoll; Matthias Schubert (MDM, 2021)

Efficient on-street parking sensor placement. - Lukas Rottkamp; Matthias Schubert; Niklas Strauß (IWCTS@SIGSPATIAL, 2022)

A Comparison of Ambulance Redeployment Systems on Real-World Data. - Niklas Strauß; Max Berrendorf; Tom Haider; Matthias Schubert (ICDM (Workshops), 2022)

Reinforcement Learning for Multi-Agent Stochastic Resource Collection. - Niklas Strauß; David Winkel; Max Berrendorf; Matthias Schubert (ECML/PKDD (4), 2022)

Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection. - David Winkel; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ECML/PKDD (6), 2022)

Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. - David Winkel; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ECAI, 2023)

MapFormer: Boosting Change Detection by Using Pre-change Information. - Maximilian Bernhard; Niklas Strauß; Matthias Schubert (ICCV, 2023)

Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. - David Winkel; Niklas Strauß; Matthias Schubert; Yunpu Ma; Thomas Seidl 001 (PAKDD (2), 2023)

DEAR: Dynamic Electric Ambulance Redeployment. - Lukas Rottkamp; Niklas Strauß; Matthias Schubert (SSTD, 2023)

Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images. - Maximilian Bernhard; Tanveer Hannan; Niklas Strauß; Matthias Schubert (ECAI, 2024)

Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters. - Collin Leiber; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ICDM (Workshops), 2024)

Autoregressive Policy Optimization for Constrained Allocation Tasks. - David Winkel; Niklas Strauß; Maximilian Bernhard; Zongyue Li; Thomas Seidl 001; Matthias Schubert (NeurIPS, 2024)

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem. - Niklas Strauß; Matthias Schubert (SDM, 2024)