Heike Trautmann - Google Scholar Citations

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	All	Since 2015
Citations	2140	1565
h-index	26	22
i10-index	56	46

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Co-authors

Olaf Mersmannformerly TU DortmundVerified email at p-value.net
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Pascal KerschkeUniversity of MünsterVerified email at uni-muenster.de
Tobias WagnerInstitute of Machining Technology (ISF), TU DortmundVerified email at isf.de
Oliver SchutzeCINVESTAV-IPNVerified email at cs.cinvestav.mx
Bernd BischlHead of "Computational Statistics" Group, LMU MunichVerified email at stat.uni-muenchen.de
Jakob BossekWestfälische Wilhelms Universität MünsterVerified email at wi.uni-muenster.de
Boris NaujoksCologne University of Applied SciencesVerified email at fh-koeln.de
Frank NeumannOptimisation and Logistics, School of ComputerVerified email at adelaide.edu.au
Holger HoosLeiden University, The Netherlands & University of British Columbia, CanadaVerified email at liacs.nl
Dimo BrockhoffInria, Ecole Polytechnique, Institut Polytechnique de ParisVerified email at inria.fr
Michael EmmerichAssociate Professor, LIACS, Leiden University & Jyväskyla University, Visiting ResearcherVerified email at liacs.nl
Markus WagnerSenior Lecturer of Computer Science, The University of AdelaideVerified email at adelaide.edu.au
Víctor Adrián Sosa HernándezITESM-CEMVerified email at tec.mx
Longmei LiLeiden Institute of Advanced Computer ScienceVerified email at liacs.leidenuniv.nl
Hao WangPostdoc in Sorbonne UniversitéVerified email at lip6.fr
Luis MartíInriaVerified email at inria.fr
Lars KotthoffUniversity of WyomingVerified email at uwyo.edu
Vitor Basto-FernandesISCTE-IULVerified email at iscte.pt
Iryna YevseyevaDe Montfort University, LeicesterVerified email at dmu.ac.uk

Heike Trautmann

Professor of Statistics, Department of Information Systems, University of Münster, Germany

Verified email at wi.uni-muenster.de - Homepage

Evolutionary Computation Multiobjective Optimization Algorithm Selection Exploratory Landscape Analysis Big Data and Data Sc


Title	Cited by	Year
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	152	2011
On the properties of the R2 indicator D Brockhoff, T Wagner, H Trautmann Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012	116	2012
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	104	2012
Integration of preferences in hypervolume-based multiobjective evolutionary algorithms by means of desirability functions T Wagner, H Trautmann IEEE Transactions on Evolutionary Computation 14 (5), 688-701, 2010	100	2010
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	90	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	90	2012
R2-EMOA: Focused multiobjective search using R2-indicator-based selection H Trautmann, T Wagner, D Brockhoff International Conference on Learning and Intelligent Optimization, 70-74, 2013	68	2013
Benchmarking evolutionary algorithms: Towards exploratory landscape analysis O Mersmann, M Preuss, H Trautmann International Conference on Parallel Problem Solving from Nature, 73-82, 2010	64	2010
On the distribution of the desirability index using Harrington’s desirability function H Trautmann, C Weihs Metrika 63 (2), 207-213, 2006	62	2006
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	56	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	56	2013
Statistical methods for convergence detection of multi-objective evolutionary algorithms H Trautmann, T Wagner, B Naujoks, M Preuss, J Mehnen Evolutionary computation 17 (4), 493-509, 2009	52	2009
truncnorm: Truncated normal distribution H Trautmann, D Steuer, O Mersmann, B Bornkamp R package version, 2012	47	2012
Preference-based Pareto optimization in certain and noisy environments H Trautmann, J Mehnen Engineering Optimization 41 (1), 23-38, 2009	47	2009
Social bots: Human-like by means of human control? C Grimme, M Preuss, L Adam, H Trautmann Big data 5 (4), 279-293, 2017	45	2017
2 indicator-based multiobjective search D Brockhoff, T Wagner, H Trautmann Evolutionary Computation 23 (3), 369-395, 2015	44	2015
OCD: Online convergence detection for evolutionary multi-objective algorithms based on statistical testing T Wagner, H Trautmann, B Naujoks International Conference on Evolutionary Multi-Criterion Optimization, 198-215, 2009	44	2009
A taxonomy of online stopping criteria for multi-objective evolutionary algorithms T Wagner, H Trautmann, L Martí International Conference on Evolutionary Multi-Criterion Optimization, 16-30, 2011	43	2011
Automated algorithm selection: Survey and perspectives P Kerschke, HH Hoos, F Neumann, H Trautmann Evolutionary computation 27 (1), 3-45, 2019	36	2019
Detecting funnel structures by means of exploratory landscape analysis P Kerschke, M Preuss, S Wessing, H Trautmann Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015	35	2015

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