Publications of Jan K. Woike

Martignon, L. F., Katsikopoulos, K. V., & Woike, J. K. (2012). Naive, fast, and frugal trees for classification. In P. M. Todd, G. Gigerenzer, & A. B. C. the Research Group, Ecological rationality: Intelligence in the world (pp. 360–378). Oxford University Press.

Woike, J. K., Bonardi, J.-P., & Garcia-Retamero, R. (2013). When groups should not imitate their most successful members. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Cooperative minds: Social interaction and group dynamics. Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 3795–3800). Cognitive Science Society.

Woike, J. K., Hoffrage, U., & Hertwig, R. (2012). Estimating quantities: Comparing simple heuristics and machine learning algorithms. In A. E. P. Villa, W. Duch, P. Érdi, F. Masulli, & G. Palm (Eds.), Artificial neural networks and machine learning: ICANN 2012. 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012. Proceedings (Vol. 2, pp. 483–490). Springer. https://doi.org/10.1007/978-3-642-33266-1_60

Wegwarth, O., Balzer, F., Boie, S. D., Giesa, N., Müller, A., Woike, J. K., Spies, C., & Giese, H. (2025). Leveraging fast-and-frugal trees in a multi-model framework to predict postoperative delirium from routine clinical data. OSF Preprints, January 22, 2025. https://doi.org/10.31219/osf.io/kn6sm