Olaf Mersmann

Cited by

	All	Since 2016
Citations	1569	1192
h-index	21	19
i10-index	33	27

300

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225

2010201120122013201420152016201720182019202020218 14 33 61 103 128 189 199 202 281 259 56

Co-authors

Heike TrautmannProfessor of Statistics, Department of Information Systems, University of Münster, GermanyVerified email at wi.uni-muenster.de
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Thomas Bartz-BeielsteinTH KoelnVerified email at th-koeln.de
Boris NaujoksCologne University of Applied SciencesVerified email at fh-koeln.de
Nikolaus HansenInria & Institut Polytechnique de Paris, FranceVerified email at Inria.fr
Anne AugerInria, CMAP Ecole Polytechnique, IP ParisVerified email at inria.fr
Frank NeumannOptimisation and Logistics, School of ComputerVerified email at adelaide.edu.au
Markus WagnerAssociate Professor of Computer Science, The University of AdelaideVerified email at adelaide.edu.au
Martin ZaeffererTH Köln University of Applied SciencesVerified email at th-koeln.de
Dimo BrockhoffInria, Ecole Polytechnique, Institut Polytechnique de ParisVerified email at inria.fr
Michel LangTU Dortmund; LMU MunichVerified email at statistik.tu-dortmund.de
Jörg StorkPhD Student, TH KölnVerified email at th-koeln.de
Jakob BossekWestfälische Wilhelms Universität MünsterVerified email at wi.uni-muenster.de
Jörg RahnenführerTU Dortmund UniversityVerified email at statistik.tu-dortmund.de
Martina FrieseCologne University of Applied SciencesVerified email at liacs.leidenuniv.nl
Ekaterina (Katya) VladislavlevaChief Data ScientistVerified email at evolved-analytics.com
Sanaz MostaghimOtto-von-Guericke Universität MagdeburgVerified email at ovgu.de
Petr PošíkResearcher, Czech Technical University in PragueVerified email at fel.cvut.cz
Steffen MoritzResearch Associate, Technische Hochschule KölnVerified email at th-koeln.de

Olaf Mersmann

TH Köln

Verified email at p-value.net - Homepage

Statistics Optimization Machine Learning


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Exploratory landscape analysis O Mersmann, B Bischl, H Trautmann, M Preuss, C Weihs, G Rudolph Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011	200	2011
COCO: A platform for comparing continuous optimizers in a black-box setting N Hansen, A Auger, R Ros, O Mersmann, T Tušar, D Brockhoff Optimization Methods and Software 36 (1), 114-144, 2021	143	2021
Algorithm selection based on exploratory landscape analysis and cost-sensitive learning B Bischl, O Mersmann, H Trautmann, M Preuß Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012	127	2012
Resampling methods for meta-model validation with recommendations for evolutionary computation B Bischl, O Mersmann, H Trautmann, C Weihs Evolutionary computation 20 (2), 249-275, 2012	123	2012
Resampling methods for meta-model validation with recommendations for evolutionary computation B Bischl, O Mersmann, H Trautmann, C Weihs Evolutionary computation 20 (2), 249-275, 2012	123	2012
microbenchmark: Accurate Timing Functions O Mersmann, C Beleites, R Hurling, A Friedman R package version 1 (4-2), 1, 2015	90	2015
Benchmarking evolutionary algorithms: Towards exploratory landscape analysis O Mersmann, M Preuss, H Trautmann International Conference on Parallel Problem Solving from Nature, 73-82, 2010	75	2010
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem O Mersmann, B Bischl, H Trautmann, M Wagner, J Bossek, F Neumann Annals of Mathematics and Artificial Intelligence 69 (2), 151-182, 2013	71	2013
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem O Mersmann, B Bischl, H Trautmann, M Wagner, J Bossek, F Neumann Annals of Mathematics and Artificial Intelligence 69 (2), 151-182, 2013	71	2013
BatchJobs and BatchExperiments: Abstraction mechanisms for using R in batch environments B Bischl, M Lang, O Mersmann, J Rahnenführer, C Weihs Journal of Statistical Software 64 (i11), 2015	62	2015
tuneR: analysis of music and speech U Ligges, S Krey, O Mersmann, S Schnackenberg See https://CRAN. R-project. org/package= tuneR, 2018	54	2018
Package ‘truncnorm’ H Trautmann, D Steuer, O Mersmann, B Bornkamp, MO Mersmann	52*	2015
Local search and the traveling salesman problem: A feature-based characterization of problem hardness O Mersmann, B Bischl, J Bossek, H Trautmann, M Wagner, F Neumann International Conference on Learning and Intelligent Optimization, 115-129, 2012	38	2012
Analyzing the BBOB results by means of benchmarking concepts O Mersmann, M Preuss, H Trautmann, B Bischl, C Weihs Evolutionary computation 23 (1), 161-185, 2015	37	2015
microbenchmark: Accurate timing functions, 2015 O Mersmann, C Beleites, R Hurling, A Friedman, JM Ulrich URL https://CRAN. R-project. org/package= microbenchmark. R package version …, 2004	32	2004
COCO: A platform for comparing continuous optimizers in a black-box setting. ArXiv e-prints N Hansen, A Auger, O Mersmann, T Tušar, D Brockhoff arXiv preprint arXiv:1603.08785 172, 2016	31	2016
Evolutionary algorithms T Bartz‐Beielstein, J Branke, J Mehnen, O Mersmann Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (3 …, 2014	30	2014
emoa: Evolutionary multiobjective optimization algorithms O Mersmann R package version 0.5-0, URL https://CRAN. R-project. org/package= emoa, 2012	28*	2012
COCO: The experimental procedure N Hansen, T Tusar, O Mersmann, A Auger, D Brockhoff arXiv preprint arXiv:1603.08776, 2016	25	2016
mco: Multiple criteria optimization algorithms and related functions O Mersmann, H Trautmann, D Steuer, B Bischl, K Deb R package version, 1.0-15.1, 2014	25	2014

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