Jakob Bossek - Concepedia

Author

Jakob Bossek

University of Münster ORCID

Also Known As

Berg, Daan van den, Bossek, Jakob, Jakob Bossek

115

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

University of Münster The University of Adelaide TU Dortmund University

About

Jakob Bossek is an author at University of Münster specializing in engineering, computer science, and operations research.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	16	535
2	Business	3	3	52
3	Management	2	2	70
4	Behavioral Sciences	1	1	10
5	Business Analytics	1	1	94

Jakob Bossek

Publications

743

Citations

H-Index

Page 1

	Year	Citations
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions Bernd Bischl, Jakob Richter, Jakob Bossek, arXiv (Cornell University) Artificial IntelligenceLarge-scale Global OptimizationEngineeringMachine LearningModel Tuning	2017	134
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem Olaf Mersmann, Bernd Bischl, Heike Trautmann, Annals of Mathematics and Artificial Intelligence EngineeringData ScienceData MiningTraveling Salesman ProblemAlgorithm Performance	2013	94
Leveraging TSP Solver Complementarity through Machine Learning Pascal Kerschke, Lars Kotthoff, Jakob Bossek, Evolutionary Computation	2017	90
smoof: Single- and Multi-Objective Optimization Test Functions Jakob Bossek The R Journal	2017	62
Evolving diverse TSP instances by means of novel and creative mutation operators Jakob Bossek, Pascal Kerschke, Aneta Neumann, Artificial IntelligenceEngineeringComputational ComplexityEvolutionary AlgorithmsEvolutionary Multimodal Optimization	2019	51
OpenML: An R package to connect to the machine learning platform OpenML Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Computational Statistics Open DataR PackageEngineeringMachine LearningData Science	2017	44
Diversifying greedy sampling and evolutionary diversity optimisation for constrained monotone submodular functions Aneta Neumann, Jakob Bossek, Frank Neumann Proceedings of the Genetic and Evolutionary Computation Conference Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningComputational Complexity	2021	34
ecr 2.0 Jakob Bossek Proceedings of the Genetic and Evolutionary Computation Conference Companion EngineeringVersion 2Evolutionary ProgrammingComputer EngineeringGenetic Algorithm	2017	26
Evolving diverse sets of tours for the travelling salesperson problem Anh Viet, Jakob Bossek, Aneta Neumann, Mathematical ProgrammingEngineeringEvolutionary AlgorithmsDestination ManagementDiverse Set	2020	26
Evolutionary diversity optimization and the minimum spanning tree problem Jakob Bossek, Frank Neumann Proceedings of the Genetic and Evolutionary Computation Conference	2021	23

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