Marco F. Huber
Marco F. Huber publishes mostly in Artificial Intelligence, Control and Systems Engineering and Computer Vision and Pattern Recognition, on topics such as Robot Manipulation and Learning, Manufacturing Process and Optimization and Fault Detection and Control Systems.
- World rank
- #768,256 of 1,633,909 ranked researchers
- Rank in Germany
- #45,301 of 86,443
- Works
- 65
- Citations
- 139
- Citations per work
- 2.1
What does Marco F. Huber research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence21% of their works
- 2Control and Systems Engineering17% of their works
- 3Computer Vision and Pattern Recognition11% of their works
- 4Industrial and Manufacturing Engineering6% of their works
- 5Computational Mechanics4% of their works
- 6Biomedical Engineering4% of their works
Research topics
- Robot Manipulation and Learning
- Manufacturing Process and Optimization
- Fault Detection and Control Systems
- Machine Learning and Data Classification
- Generative Adversarial Networks and Image Synthesis
- Digitalization, Law, and Regulation
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
Which keywords describe Marco F. Huber's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Assembly Planning, Design for Manufacture, Grasping, Robot Learning and Fault Detection.
- Robustness
- Adversarial Examples
- Image Synthesis
- Generative Adversarial Networks
- Artificial Intelligence
- Fault Detection
- Grasping
- Assembly Planning
- Neural Networks
- Deep Learning
- Machine Learning
- Design for Manufacture
- Robot Learning
- Process Monitoring
- Data Protection
- Hyperparameter Optimization
- Noisy Labels
- Anomaly Detection
- Unsupervised
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Deep Learning124 topics
- Neural Networks73 topics
- Machine Learning62 topics
- Assembly Planning51 topic
- Design for Manufacture51 topic
- Grasping51 topic
- Robot Learning51 topic
- Fault Detection41 topic
- Process Monitoring41 topic
- Artificial Intelligence31 topic
- Data Protection31 topic
- Generative Adversarial Networks31 topic
- Hyperparameter Optimization31 topic
- Image Synthesis31 topic
- Noisy Labels31 topic
- Adversarial Examples21 topic
- Anomaly Detection21 topic
- Robustness21 topic
- Unsupervised21 topic
Where does Marco F. Huber work?
Marco F. Huber's main affiliation in the publication record is Fraunhofer Institute for Manufacturing Engineering and Automation, Germany.
How many publications and citations does Marco F. Huber have?
Science Explorer counts 65 works and 139 citations for Marco F. Huber, ranking #768,256 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.