W6602526659

• Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations

  2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access

  8

  citations
• Adaptive error bounded piecewise linear approximation for time-series representation

  2023 Engineering Applications of Artificial Intelligence article Computer Science Time Series Analysis and Forecasting

  6

  citations
• Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• Benchmarking of hyperparameter optimization techniques for machine learning applications in production

  2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

  10

  citations
• Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  22

  citations
• Exact stochastic constraint optimisation with applications in network analysis

  2021 Artificial Intelligence article Computer Science Constraint Satisfaction and Optimization Open access

  5

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access

  58

  citations
• Expert System for the Machine Learning Pipeline in Manufacturing

  2021 IFAC-PapersOnLine article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  13

  citations
• Bridging the Gap between Scheduling and Control of Distributed Energy Resources: Dynamic Parametrization of a Metaheuristic Method

  2020 International Conference on Power Science and Engineering (ICPSE) conference-paper Engineering Smart Grid Energy Management

  0

  citations
• Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization

  2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

  25

  citations

11 results