2024
Individual Plant Detection on Post-Harvest Forest Floor Using Aerial Imagery.
Proceedings of the International Conference on Software, 2024
2023
Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization.
J. Chem. Inf. Model., April, 2023
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization.
Evol. Comput., 2023
Object-Based Tree Stump Detection Fusing RGB and Multispectral Data.
Proceedings of the International Conference on Software, 2023
2022
Towards Multi-class Forest Floor Analysis.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
2021
Multimodal Segmentation Neural Network to Determine the Cause of Damage to Grasslands.
Proceedings of the International Conference on Software, 2021
Expressivity of parameterized and data-driven representations in quality diversity search.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Automating Representation Discovery with MAP-Elites.
CoRR, 2020
Designing Air Flow with Surrogate-Assisted Phenotypic Niching.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
A Deep Dive Into Exploring the Preference Hypervolume.
Proceedings of the Eleventh International Conference on Computational Creativity, 2020
Discovering representations for black-box optimization.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
An Analysis of Phenotypic Diversity in Multi-solution Optimization.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020
2019
Including the Past: Performance Modeling Using a Preload Concept by Means of the Fitness-Fatigue Model.
Int. J. Comput. Sci. Sport, 2019
Autonomous track and follow UAV for aerodynamic analysis of vehicles.
Int. Arab J. Inf. Technol., 2019
Modeling user selection in quality diversity.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Are quality diversity algorithms better at generating stepping stones than objective-based search?
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Data-Efficient Design Exploration through Surrogate-Assisted Illumination.
Evol. Comput., 2018
Prototype Discovery Using Quality-Diversity.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Data-efficient neuroevolution with kernel-based surrogate models.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Towards Finding an Optimal Flight Zone for a Side-by-Side Tracking UAV w.r.t Extraction of Dynamic Vector Fields.
Proceedings of the International Arab Conference on Information Technology, 2018
2017
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations.
Soft Comput., 2017
Feature Space Modeling Through Surrogate Illumination.
CoRR, 2017
Evolving parsimonious networks by mixing activation functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Training Simulation with Nothing but Training Data - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory.
Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support, 2016
A Convolution Model for Heart Rate Prediction in Physical Exercise.
Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support, 2016
2015
Successive evolution of charging station placement.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015
Training plan evolution based on training models.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015
How to successfully apply genetic algorithms in practice: Representation and parametrization.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015
On Modeling the Cardiovascular System and Predicting the Human Heart Rate under Strain.
Proceedings of the ICT4AgeingWell 2015, 2015
Modeling and Predicting the Human Heart Rate During Running Exercise.
Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2015
2014
Evolution of optimal control for energy-efficient transport.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014
Evolving look ahead controllers for energy optimal driving and path planning.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014
2002
Theoretische Informatik - eine Einführung in Berechenbarkeit, Komplexität und formale Sprachen mit 101 Beispielen.
Pearson Studium, ISBN: 978-3-8273-7033-4, 2002
2001
Model Checking with Formula-Dependent Abstract Models.
Proceedings of the Computer Aided Verification, 13th International Conference, 2001
2000
Effiziente Identifikation parametrisierter Kreislaufmodelle
PhD thesis, 2000
1992
Tracking and Grasping of Moving Objects - a Behaviour-Based Approach.
Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992