Noisy optimization with sequential parameter optimization and optimal computational budget allocation. - Thomas Bartz-Beielstein; Martina Friese; Martin Zaefferer; Boris Naujoks; Oliver Flasch; Wolfgang Konen; Patrick Koch (GECCO (Companion), 2011)

Tuned data mining: a benchmark study on different tuners. - Wolfgang Konen; Patrick Koch; Oliver Flasch; Thomas Bartz-Beielstein; Martina Friese; Boris Naujoks (GECCO, 2011)

SPOT applied to non-stochastic optimization problems: an experimental study. - Thomas Bartz-Beielstein; Martina Friese; Boris Naujoks; Martin Zaefferer (GECCO (Companion), 2012)

Multi-criteria optimization for hard problems under limited budgets. - Martin Zaefferer; Thomas Bartz-Beielstein; Martina Friese; Boris Naujoks; Oliver Flasch (GECCO (Companion), 2012)

Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data. - Oliver Flasch; Martina Friese; Katya Vladislavleva; Thomas Bartz-Beielstein; Olaf Mersmann; Boris Naujoks; Jörg Stork; Martin Zaefferer (EvoApplications, 2013)

Tuning multi-objective optimization algorithms for cyclone dust separators. - Martin Zaefferer; Beate Breiderhoff; Boris Naujoks; Martina Friese; Jörg Stork; Andreas Fischbach; Oliver Flasch; Thomas Bartz-Beielstein (GECCO, 2014)

Efficient global optimization for combinatorial problems. - Martin Zaefferer; Jörg Stork; Martina Friese; Andreas Fischbach; Boris Naujoks; Thomas Bartz-Beielstein (GECCO, 2014)

Open Issues in Surrogate-Assisted Optimization. - Jörg Stork; Martina Friese; Martin Zaefferer; Thomas Bartz-Beielstein; Andreas Fischbach; Beate Breiderhoff; Boris Naujoks; Tea Tusar (High-Performance Simulation-Based Optimization, 2020)

Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery. - Patrick Echtenbruck; Michael Emmerich 001; Martina Echtenbruck; Boris Naujoks (CEC, 2021)

Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications. - Patrick Echtenbruck; Martina Echtenbruck; Kees Joost Batenburg; Thomas Bäck; Boris Naujoks; Michael Emmerich 001 (CoRR, 2022)