Cooling Strategies for the Moment-Generating Function in Bayesian Global Optimization

• Bayesian Optimization

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms

  107

  citations
• Distinguishing normal, neuropathic and myopathic EMG with an automated machine learning approach

  2022 Clinical Neurophysiology article Engineering Muscle activation and electromyography studies Open access

  60

  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
• Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  49

  citations
• Preoperative Electroencephalography‐Based Machine Learning Predicts Cognitive Deterioration After Subthalamic Deep Brain Stimulation

  2021 Movement Disorders article Medicine Neurological disorders and treatments Open access

  23

  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
• Machine learning for automated EEG-based biomarkers of cognitive impairment during Deep Brain Stimulation screening in patients with Parkinson’s Disease

  2021 Clinical Neurophysiology article Medicine Neurological disorders and treatments Open access

  58

  citations
• Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data

  2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access

  11

  citations
• Integrated vs. sequential approaches for selecting and tuning CMA-ES variants

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  12

  citations

9 results