Heike Trautmann

Cited by

	All	Since 2018
Citations	4521	3179
h-index	36	30
i10-index	84	66

820

410

205

615

2007200820092010201120122013201420152016201720182019202020212022202318 15 34 70 61 67 118 173 209 252 272 341 500 557 656 807 306

Public access

View all

27 articles

20 articles

available

not available

Based on funding mandates

Co-authors

Pascal KerschkeProfessor of Big Data Analytics in Transportation, TU Dresden, GermanyVerified email at tu-dresden.de
Christian GrimmeDepartment of Information Systems, University of Münster, GermanyVerified email at uni-muenster.de
Olaf MersmannTH KölnVerified email at p-value.net
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Jakob BossekRWTH Aachen UniversityVerified email at aim.rwth-aachen.de
Tobias WagnerInstitute of Machining Technology (ISF), TU DortmundVerified email at isf.de
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Oliver SchutzeCINVESTAV-IPNVerified email at cs.cinvestav.mx
Dennis AssenmacherGESIS - Leibniz Institute for the Social SciencesVerified email at gesis.org
Frank NeumannOptimisation and Logistics, School of ComputerVerified email at adelaide.edu.au
Dr Jorn MehnenProfessor at the University of StrathclydeVerified email at strath.ac.uk
Boris NaujoksCologne University of Applied SciencesVerified email at fh-koeln.de
Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaVerified email at cs.rwth-aachen.de
Michael EmmerichAssociate Professor, LIACS, Leiden University & Lead AI Scientist at SILO.AIVerified email at liacs.nl
Dimo BrockhoffInria, Ecole Polytechnique, Institut Polytechnique de ParisVerified email at inria.fr
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaVerified email at monash.edu
Hao WangAssistant Professor in Leiden UniversityVerified email at liacs.leidenuniv.nl
Gottfried VossenProfessor of Computer Science, University of Muenster, GermanyVerified email at wwu.de
Lena FrischlichUniversity Münster (WWU)Verified email at uni-muenster.de
Longmei LiLeiden Institute of Advanced Computer ScienceVerified email at liacs.leidenuniv.nl

Heike Trautmann

Professor of Data Science: Statistics and Optimization, Department of Information Systems

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

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Automated algorithm selection: Survey and perspectives P Kerschke, HH Hoos, F Neumann, H Trautmann Evolutionary computation 27 (1), 3-45, 2019	325	2019
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	325	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	213	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	190	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	158	2012
Social bots: Human-like by means of human control? C Grimme, M Preuss, L Adam, H Trautmann Big data 5 (4), 279-293, 2017	156	2017
Automated algorithm selection on continuous black-box problems by combining exploratory landscape analysis and machine learning P Kerschke, H Trautmann Evolutionary computation 27 (1), 99-127, 2019	134	2019
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	130	2010
Benchmarking evolutionary algorithms: Towards exploratory landscape analysis O Mersmann, M Preuss, H Trautmann	121	2010
R2-EMOA: Focused multiobjective search using R2-indicator-based selection H Trautmann, T Wagner, D Brockhoff Learning and Intelligent Optimization: 7th International Conference, LION 7 …, 2013	106	2013
On the distribution of the desirability index using Harrington’s desirability function H Trautmann, C Weihs Metrika 63, 207-213, 2006	94	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, 151-182, 2013	92	2013
Comprehensive feature-based landscape analysis of continuous and constrained optimization problems using the R-package flacco P Kerschke, H Trautmann Applications in Statistical Computing: From Music Data Analysis to …, 2019	85	2019
2 indicator-based multiobjective search D Brockhoff, T Wagner, H Trautmann Evolutionary Computation 23 (3), 369-395, 2015	85	2015
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	75	2015
Improving the state of the art in inexact TSP solving using per-instance algorithm selection L Kotthoff, P Kerschke, H Hoos, H Trautmann Learning and Intelligent Optimization: 9th International Conference, LION 9 …, 2015	67	2015
Optimizing data stream representation: An extensive survey on stream clustering algorithms M Carnein, H Trautmann Business & Information Systems Engineering 61, 277-297, 2019	66	2019
truncnorm: Truncated normal distribution H Trautmann, D Steuer, O Mersmann, B Bornkamp R package version, 1.0-7, 2014	64	2014
Leveraging TSP solver complementarity through machine learning P Kerschke, L Kotthoff, J Bossek, HH Hoos, H Trautmann Evolutionary computation 26 (4), 597-620, 2018	62	2018
Demystifying social bots: On the intelligence of automated social media actors D Assenmacher, L Clever, L Frischlich, T Quandt, H Trautmann, ... Social Media+ Society 6 (3), 2056305120939264, 2020	61	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors