Concepedia

Olaf Mersmann

OM

14

Publications

1.2K

Citations

13

H-Index

2010

Active since

Affiliations

TU Dortmund University(Current)

The University of Adelaide

Kreiskrankenhaus Gummersbach

Institut national de recherche en sciences et technologies du numérique

Olaf Mersmann is an author at TU Dortmund University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningOperations ResearchData MiningArtificial IntelligenceEvolutionary AlgorithmsStatisticsFeature Selection

Publications per year

2010–2020

14

Publications

14

Exploratory landscape analysis

Olaf Mersmann, Bernd Bischl, Heike Trautmann et al. · 2011 · 356 citations

Artificial Intelligence, Large-scale Global Optimization, Engineering +19

Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation

Bernd Bischl, Olaf Mersmann, Heike Trautmann et al. · Evolutionary Computation · 2012 · 189 citations

Engineering, Machine Learning, Fitness +18

Algorithm selection based on exploratory landscape analysis and cost-sensitive learning

Bernd Bischl, Olaf Mersmann, Heike Trautmann et al. · 2012 · 146 citations

Artificial Intelligence, Engineering, Machine Learning +18

Evolutionary Algorithms

Thomas Bartz–Beielstein, Juergen Branke, Jörn Mehnen et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2014 · 133 citations

Artificial Intelligence, Knowledge Discovery In Databases, Knowledge Representation +14

A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem

Olaf Mersmann, Bernd Bischl, Heike Trautmann et al. · Annals of Mathematics and Artificial Intelligence · 2013 · 94 citations

Engineering, Data Science, Data Mining +10

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