Heike Trautmann

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	Tutte	Dal 2020
Citazioni	6069	3860
Indice H	40	31
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Pascal KerschkeProfessor of Big Data Analytics in Transportation, TU Dresden, and ScaDS.AIEmail verificata su tu-dresden.de
Christian GrimmeProfessor of Computational Social Science & Systems Analysis at University of Münster, GermanyEmail verificata su uni-muenster.de
Olaf MersmannTH KölnEmail verificata su p-value.net
Mike PreussUniversiteit LeidenEmail verificata su liacs.leidenuniv.nl
Günter RudolphProfessor in Computer Science, TU Dortmund UniversityEmail verificata su tu-dortmund.de
Jakob BossekPaderborn UniversityEmail verificata su uni-paderborn.de
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichEmail verificata su stat.uni-muenchen.de
Tobias WagnerInstitute of Machining Technology (ISF), TU DortmundEmail verificata su isf.de
Oliver SchutzeCINVESTAV-IPNEmail verificata su cs.cinvestav.mx
Dennis AssenmacherGESIS - Leibniz Institute for the Social SciencesEmail verificata su gesis.org
Frank NeumannOptimisation and Logistics, School of ComputerEmail verificata su adelaide.edu.au
Dr Jorn MehnenProfessor at the University of StrathclydeEmail verificata su strath.ac.uk
Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaEmail verificata su cs.rwth-aachen.de
Moritz SeilerPostDoc, Machine Learning and Optimisation, Paderborn UniversityEmail verificata su uni-paderborn.de
Boris NaujoksCologne University of Applied SciencesEmail verificata su fh-koeln.de
Michael T.M. Emmerich (Dr. rer. nat.)Professor in Multiobjective OptimizationEmail verificata su liacs.nl
Raphael Patrick PragerUniversity of MünsterEmail verificata su uni-muenster.de
Dimo BrockhoffInria, Ecole Polytechnique, Institut Polytechnique de ParisEmail verificata su inria.fr
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaEmail verificata su monash.edu
Hao WangLeiden UniversityEmail verificata su liacs.leidenuniv.nl

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Heike Trautmann

Professor of Machine Learning and Optimisation, Paderborn University, Germany

Email verificata su uni-paderborn.de - Home page

Evolutionary Computation Multiobjective Optimization Algorithm Selection and Configuration AI


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Automated algorithm selection: Survey and perspectives P Kerschke, HH Hoos, F Neumann, H Trautmann Evolutionary computation 27 (1), 3-45, 2019	521	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	433	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	253	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	240	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	204	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	200	2019
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	179	2012
Benchmarking evolutionary algorithms: Towards exploratory landscape analysis O Mersmann, M Preuss, H Trautmann Parallel Problem Solving from Nature, PPSN XI: 11th International Conference …, 2010	153	2010
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	141	2010
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	140	2020
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	137	2019
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	122	2013
2 indicator-based multiobjective search D Brockhoff, T Wagner, H Trautmann Evolutionary computation 23 (3), 369-395, 2015	103	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	102	2015
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	102	2013
Optimizing data stream representation: An extensive survey on stream clustering algorithms M Carnein, H Trautmann Business & Information Systems Engineering 61, 277-297, 2019	99	2019
On the distribution of the desirability index using Harrington’s desirability function H Trautmann, C Weihs Metrika 63, 207-213, 2006	99	2006
Leveraging TSP solver complementarity through machine learning P Kerschke, L Kotthoff, J Bossek, HH Hoos, H Trautmann Evolutionary computation 26 (4), 597-620, 2018	98	2018
MO-ParamILS: A multi-objective automatic algorithm configuration framework A Blot, HH Hoos, L Jourdan, MÉ Kessaci-Marmion, H Trautmann Learning and Intelligent Optimization: 10th International Conference, LION …, 2016	82	2016
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	77	2015

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