Van der Linden, J. G. M., Vos, D., De Weerdt, M. M., Verwer, S. & Demirović, E. (2026) "Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance" Transactions on Machine Learning Research 2026.
Van der Linden, J. G. M. (2026). Optimal Decision Trees: Algorithms and Applications [PhD thesis, Delft University of Technology]. TU Delft Research Repository.
Arslan, E., van der Linden, J. G. M., Hoogendoorn, S. P., Rinaldi, M., & Demirović, E. (2025) "SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration" Advances in NeurIPS-25, 44717-44755.
Brita, C. E., van der Linden, J. G. M., & Demirović, E. (2025). "Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound." Proceedings of AAAI-25, 11131-11139.
Van den Bos, M., van der Linden, J. G. M., & Demirović, E. (2024). "Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach." Proceedings of ICML-24.
Huisman, T., van der Linden, J. G. M., & Demirović, E. (2024). "Optimal Survival Trees: A Dynamic Programming Approach." Proceedings of AAAI-24, 12680-12688.
Van der Linden, J. G. M., de Weerdt, M. M., & Demirović, E. (2023). "Necessary and Sufficient Conditions for Optimal Decision Trees Using Dynamic Programming." Advances in NeurIPS-23, 9173-9212.
Van der Linden, J. G. M., de Weerdt, M. M., & Demirović, E. (2022). "Fair and Optimal Decision Trees: A Dynamic Programming Approach." Advances in NeurIPS-22, 38899-38911.
Van der Linden, J. G. M., Mulderij, J., Huisman, B., den Ouden, J. W., van den Akker, M., Hoogeveen, H., & de Weerdt, M. M. (2021). "TORS: A Train Unit Shunting and Servicing Simulator." Proceedings of AAMAS-21, 1773-1775.
Van der Linden, K., Romero, N., & de Weerdt, M. M. (2021). "Benchmarking Flexible Electric Loads Scheduling Algorithms." Energies 14(5), 1269.
Romero, N., Van der Linden, K., Morales-España, G., & de Weerdt, M., (2021). "Stochastic bidding of volume and price in constrained energy and reserve markets." Electric Power Systems Research 191, 106868.
Mulderij, J., Huisman, B., Tönissen, D., van der Linden, K., & de Weerdt, M. (2020). "Train Unit Shunting and Servicing: A Real-Life Application of Multi-Agent Path Finding." arXiv preprint, arXiv:2006.10422.
De Weerdt, M., Albert, M., Conitzer, V., & van der Linden, K. (2018). "Complexity of Scheduling Charging in the Smart Grid." Proceedings of IJCAI-18, 4736-4742.
Van der Linden, K., de Weerdt, M., & Morales-España, G. (2018). "Optimal Non-Zero Price Bids for EVs in Energy and Reserves Markets using Stochastic Optimization." Proceedings of the 15th International Conference on the European Energy Market (EEM).
Van der Linden, K. (2017). Decision Diagrams for Decomposed Mixed Integer Linear Programs [Master thesis, Delft University of Technology]. TU Delft Research Repository.