Olaf Mersmann - RankMe

37 papers A 4B 3C 1Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking that Matters: Rethinking Benchmarking for Practical Impact. CoRR Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie
2024	J	`jnl`	Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes. CoRR Thomas Bartz-Beielstein, Axel Wellendorf, Noah Pütz, Jens Uwe Brandt, Alexander Hinterleitner, Richard Schulz, Richard Scholz, Olaf Mersmann, Robin Knabe
2023	—	`conf`	Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. GECCO Companion Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova
2023	J	`jnl`	Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. CoRR Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova
2023	—	`ch.`	Global Study: Influence of Tuning. Hyperparameter Tuning for Machine and Deep Learning with R Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein
2023	—	`book`	Hyperparameter Tuning for Machine and Deep Learning with R - A Practical Guide Eva Bartz, Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann
2023	A	`conf`	Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features. FOGA Raphael Patrick Prager, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, Olaf Mersmann
2023	—	`ch.`	Ranking and Result Aggregation. Hyperparameter Tuning for Machine and Deep Learning with R Thomas Bartz-Beielstein, Olaf Mersmann, Sowmya Chandrasekaran
2023	—	`ch.`	Tuning: Methodology. Hyperparameter Tuning for Machine and Deep Learning with R Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann
2022	—	`conf`	Increasing the Diversity of Benchmark Function Sets Through Affine Recombination. PPSN (1) Konstantin Dietrich, Olaf Mersmann
2021	J	`jnl`	COCO: a platform for comparing continuous optimizers in a black-box setting. Optim. Methods Softw. Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
2021	J	`jnl`	Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization. CoRR Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein
2021	B	`conf`	Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic. CEC Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Tom Lawton, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer
2021	J	`jnl`	Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis. CoRR Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer
2021	—	`conf`	Resource planning for hospitals under special consideration of the COVID-19 pandemic: optimization and sensitivity analysis. GECCO Companion Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, A. Sen, Aleksandr Subbotin, Martin Zaefferer
2020	J	`jnl`	Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic. CoRR Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann, Eva Bartz
2020	J	`jnl`	Optimization of High-dimensional Simulation Models Using Synthetic Data. CoRR Thomas Bartz-Beielstein, Eva Bartz, Frederik Rehbach, Olaf Mersmann
2016	J	`jnl`	COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting. CoRR Nikolaus Hansen, Anne Auger, Olaf Mersmann, Tea Tusar, Dimo Brockhoff
2016	J	`jnl`	COCO: The Experimental Procedure. CoRR Nikolaus Hansen, Tea Tusar, Olaf Mersmann, Anne Auger, Dimo Brockhoff
2015	J	`jnl`	Analyzing the BBOB Results by Means of Benchmarking Concepts. Evol. Comput. Olaf Mersmann, Mike Preuss, Heike Trautmann, Bernd Bischl, Claus Weihs
2014	J	`jnl`	Evolutionary Algorithms. WIREs Data Mining Knowl. Discov. Thomas Bartz-Beielstein, Jürgen Branke, Jörn Mehnen, Olaf Mersmann
2013	A	`conf`	A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem. FOGA Samadhi Nallaperuma, Markus Wagner, Frank Neumann, Bernd Bischl, Olaf Mersmann, Heike Trautmann
2013	J	`jnl`	A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Ann. Math. Artif. Intell. Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner, Jakob Bossek, Frank Neumann
2013	B	`conf`	Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data. EvoApplications Oliver Flasch, Martina Friese, Katya Vladislavleva, Thomas Bartz-Beielstein, Olaf Mersmann, Boris Naujoks, Jörg Stork, Martin Zaefferer
2013	C	`conf`	Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief. EMO Leonard Judt, Olaf Mersmann, Boris Naujoks
2012	J	`jnl`	A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem CoRR Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner, Frank Neumann
2012	A	`conf`	Algorithm selection based on exploratory landscape analysis and cost-sensitive learning. GECCO Bernd Bischl, Olaf Mersmann, Heike Trautmann, Mike Preuß
2012	—	`conf`	Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. LION Leonard Judt, Olaf Mersmann, Boris Naujoks
2012	—	`conf`	Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. LION Olaf Mersmann, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, Frank Neumann
2012	J	`jnl`	Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation. Evol. Comput. Bernd Bischl, Olaf Mersmann, Heike Trautmann, Claus Weihs
2011	A	`conf`	Exploratory landscape analysis. GECCO Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph
2010	—	`conf`	A Case Study on the Use of Statistical Classification Methods in Particle Physics. GfKl Claus Weihs, Olaf Mersmann, Bernd Bischl, Arno Fritsch, Heike Trautmann, Till Moritz Karbach, Bernhard Spaan
2010	—	`conf`	Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis. PPSN (1) Olaf Mersmann, Mike Preuss, Heike Trautmann
2010	B	`conf`	Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
2010	—	`conf`	On the Distribution of EMOA Hypervolumes. LION Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
2010	—	`conf`	Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities. PPSN (2) Sanaz Mostaghim, Heike Trautmann, Olaf Mersmann
2010	—	`conf`	RGP: an open source genetic programming system for the R environment. GECCO (Companion) Oliver Flasch, Olaf Mersmann, Thomas Bartz-Beielstein