Lars Kotthoff - Concepedia

Author

Lars Kotthoff

University of British Columbia ORCID

Also Known As

Kotthoff Lars, Kotthoff, Lars, LARS KOTTHOFF, Lars Kotthoff, Nijssen, Siegfried

129

Publications

4.6K

Citations

H-Index

Concepts

All Affiliations

University of British Columbia University of Wyoming Ludwig-Maximilians-Universität München University of Freiburg University of Münster

About

Lars Kotthoff is an author at University of British Columbia specializing in computer science, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	15	1.2K
2	Computer Engineering	2	2	29
3	Business	1	1	13
4	Management	1	1	18
5	Applied Physics	1	1	81

Lars Kotthoff

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
mlr3: A modern object-oriented machine learning framework in R Michel Lang, Martin Binder, Jakob Richter, The Journal of Open Source Software Artificial IntelligenceModern Object-oriented MachineMachine LearningData ScienceData Mining	2019	424
mlr: Machine Learning in R Bernd Bischl, Michel Lang, Lars Kotthoff	2013	284
ASlib: A benchmark library for algorithm selection Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Artificial Intelligence EngineeringBenchmark LibraryAlgorithmic LibraryProgram AnalysisAlgorithm Configuration	2016	207
Algorithm Selection for Combinatorial Search Problems: A Survey Lars Kotthoff AI Magazine Search OptimizationArtificial IntelligenceEngineeringAlgorithm ConfigurationComputational Complexity	2014	167
An evaluation of machine learning in algorithm selection for search problems Lars Kotthoff, Ian P. Gent, Ian Miguel AI Communications Artificial IntelligenceEngineeringMachine LearningAlgorithm ConfigurationIntelligent Systems	2012	92
Leveraging TSP Solver Complementarity through Machine Learning Pascal Kerschke, Lars Kotthoff, Jakob Bossek, Evolutionary Computation	2017	90
Machine-learning-assisted fabrication: Bayesian optimization of laser-induced graphene patterning using in-situ Raman analysis Hud Wahab, Vivek Jain, Alexander Scott Tyrrell, Carbon Materials ScienceGraphene NanomeshesEngineeringBayesian OptimizationNanomaterials	2020	81
The algorithm selection competitions 2015 and 2017 Marius Lindauer, Jan N. van Rijn, Lars Kotthoff Artificial Intelligence Artificial IntelligenceComputational ScienceEngineeringMachine LearningData Mining	2019	39
A Preliminary Evaluation of Machine Learning in Algorithm Selection for Search Problems Lars Kotthoff, Ian P. Gent, Ian Miguel Proceedings of the International Symposium on Combinatorial Search Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAlgorithm Configuration	2021	31
LLAMA: Leveraging Learning to Automatically Manage Algorithms Lars Kotthoff arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningAlgorithmic Library	2013	28

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