A model based simulation toolkit for evaluating renal replacement policies. - Bilge Celik; Pieter M. E. Van Gorp; Andre C. J. Snoeck; Remi C. van Riet; Peter J. de Winter; Anna Wilbik (WSC, 2017)

Adaptation Strategies for Automated Machine Learning on Evolving Data. - Bilge Celik; Joaquin Vanschoren (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Online AutoML: an adaptive AutoML framework for online learning. - Bilge Celik; Prabhant Singh; Joaquin Vanschoren (Mach. Learn., 2023)