Stefan Menzel Sign in to save

ORCID 0000-0001-7594-2308 OpenAlex profile details not fetched

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Citations

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Works (all)

Aachen papers

Departments & institutes in Aachen

No department could be parsed from this author's affiliation strings.

Affiliations exactly as printed on papers (8)

6× Honda Research Institute Europe GmbH, Offenbach, Germany
4× Honda Research Institute Europe GmbH (HRI-EU), Offenbach/Main, Germany
2× Honda Research Institute Europe (HRI-EU), Offenbach/Main, Germany
2× Honda Research Institute Europe GmBH
1× Honda Research Institute Europe, Offenbach, Germany
1× Honda Research Institute Europe GmbH, Carl-Legien-Str. 30, Offenbach, Germany
1× Honda Research Institute Europe (HRI-EU), Offenbach/Main,Germany
1× Honda Research Institute Europe, Offenbach/Main, Germany

Papers 17 stored

All · Aachen affiliation only

An Efficient Contesting Procedure for AutoML Optimization
2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

11

citations
A Systematic Approach to Analyze the Computational Cost of Robustness in Model-Assisted Robust Optimization
2022 Lecture notes in computer science conference-paper Decision Sciences Risk and Portfolio Optimization

0

citations
Exploiting Generative Models for Performance Predictions of 3D Car Designs
2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 3 patents

11

citations
Efficient AutoML via Combinational Sampling
2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Machine Learning and Data Classification Open access

3

citations
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization
2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access

8

citations
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems
2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

12

citations
A new acquisition function for robust Bayesian optimization of unconstrained problems
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Decision Sciences Advanced Bandit Algorithms Research Open access

1

citations
Exploiting Local Geometric Features in Vehicle Design Optimization with 3D Point Cloud Autoencoders
2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Engineering 3D Shape Modeling and Analysis

13

citations
Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation
2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access cited by 1 patent

31

citations
Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds
2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis

4

citations
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization
2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

17

citations
Feature Visualization for 3D Point Cloud Autoencoders
2020 conference-paper Engineering 3D Shape Modeling and Analysis

21

citations
Exploring Clinical Time Series Forecasting with Meta-Features in Variational Recurrent Models
2020 conference-paper Computer Science Machine Learning in Healthcare Open access

13

citations
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access

0

citations
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access

0

citations
Improving Imbalanced Classification by Anomaly Detection
2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access

38

citations
On the Performance of Oversampling Techniques for Class Imbalance Problems
2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access

16

citations

17 results

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Departments & institutes in Aachen

Papers 17 stored

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