Thomas Bartz-Beielstein
Orcid: 0000-0002-5938-5158Affiliations:
- TH Köln, Institute for Data Science, Engineering, and Analytics, Germany
- Technical University of Dortmund, Germany (former)
According to our database1,
Thomas Bartz-Beielstein
authored at least 120 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
-
on d-nb.info
-
on dl.acm.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
Hyperparameter Tuning Cookbook: A guide for scikit-learn, PyTorch, river, and spotPython.
CoRR, 2023
A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms Using the Principles of Severity.
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023
2022
IEEE Trans. Evol. Comput., 2022
Eng. Appl. Artif. Intell., 2022
Appl. Soft Comput., 2022
2021
Underwater Acoustic Networks for Security Risk Assessment in Public Drinking Water Reservoirs.
CoRR, 2021
Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization.
CoRR, 2021
Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis.
CoRR, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Resource planning for hospitals under special consideration of the COVID-19 pandemic: optimization and sensitivity analysis.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments.
Proceedings of the Applications of Evolutionary Computation, 2021
Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Proceedings of the High-Performance Simulation-Based Optimization, 2020
Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic.
CoRR, 2020
CoRR, 2020
Simulation of an Elevator Group Control Using Generative Adversarial Networks and Related AI Tools.
CoRR, 2020
CAAI - A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems.
CoRR, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
High-Lift Devices Topology Optimisation using Structured-Chromosome Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020
2019
Surrogate models for enhancing the efficiency of neuroevolution in reinforcement learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Improving NeuroEvolution Efficiency by Surrogate Model-Based Optimization with Phenotypic Distance Kernels.
Proceedings of the Applications of Evolutionary Computation, 2019
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019
Autonomous Generation of Observation Schedules for Tracking Satellites with Structured-Chromosome GA Optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
J. Multim. Process. Technol., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Conditional inference trees for knowledge extraction from motor health condition data.
Eng. Appl. Artif. Intell., 2017
Appl. Soft Comput., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Fourteenth European Conference Artificial Life, 2017
2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
CoRR, 2015
2014
Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
2012
Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods.
Evol. Comput., 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Noisy optimization with sequential parameter optimization and optimal computational budget allocation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
CoRR, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Tuning and experimental analysis in evolutionary computation: what we still have wrong.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Optimization of biogas production with computational intelligence a comparative study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Sequential Model-Based Parameter Optimization: an Experimental Investigation of Automated and Interactive Approaches.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010
2009
Optimierte Modellierung von Füllständen in Regenüberlaufbecken mittels CI-basierter Parameterselektion (Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes).
Autom., 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009
2008
How experimental algorithmics can benefit from Mayo's extensions to Neyman-Pearson theory of testing.
Synth., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
2007
Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms.
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Metaheuristics, 2007
2006
Proceedings of the Hybrid Metaheuristics, Third International Workshop, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Optimizing Door Assignment in LTL-Terminals by Evolutionary Multiobjective Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Natural Computing Series, Springer, ISBN: 978-3-540-32026-5, 2006
2005
Proceedings of the Hybrid Metaheuristics, Second International Workshop, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Tuning search algorithms for real-world applications: a regression tree based approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Particle swarm optimizers for Pareto optimization with enhanced archiving techniques.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001