Hyperband: a novel bandit-based approach to hyperparameter optimization

• FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams

  2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access

  2

  citations
• Intuitive toolpath planning in computer-aided manufacturing systems using artificial intelligence in a virtual reality environment

  2024 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

  3

  citations
• Developing Artificial Neural Networks to Estimate the Fatigue Strength of Structural Steel Details Using the New European Database

  2024 SSRN Electronic Journal preprint Engineering Fatigue and fracture mechanics Open access

  0

  citations
• Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

  2023 Diagnostics article Medicine Respiratory Support and Mechanisms Open access

  7

  citations
• Comment on acp-2022-862

  2023 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  0

  citations
• Fast and Informative Model Selection Using Learning Curve Cross-Validation

  2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access cited by 2 patents

  63

  citations
• Comment on acp-2022-862

  2023 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  0

  citations
• Comment on acp-2022-862

  2023 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  0

  citations
• Automated detection and monitoring of methane super-emitters using satellite data

  2023 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  12

  citations
• Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support

  2023 Diagnostics article Medicine COVID-19 diagnosis using AI Open access

  4

  citations
• Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  7

  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 Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units

  2021 Sensors article Engineering Gait Recognition and Analysis Open access cited by 1 patent

  102

  citations
• Artificial Neural Networks in Motion Analysis—Applications of Unsupervised and Heuristic Feature Selection Techniques

  2020 Sensors article Engineering Gait Recognition and Analysis Open access

  38

  citations
• Automated machine learning for predictive quality in production

  2020 Procedia CIRP article Computer Science Machine Learning and Data Classification Open access

  60

  citations

15 results