Michael Roth
Michael Roth publishes mostly in Artificial Intelligence, Computer Networks and Communications and Management of Technology and Innovation, on topics such as Natural Language Processing Techniques, Product Development and Customization and Topic Modeling.
- World rank
- #248,593 of 1,633,909 ranked researchers
- Rank in Germany
- #15,008 of 86,443
- Works
- 49
- Citations
- 190
- Citations per work
- 3.9
What does Michael Roth research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Computer Networks and Communications10% of their works
- 3Management of Technology and Innovation9% of their works
- 4Mechanical Engineering8% of their works
- 5Information Systems7% of their works
- 6Computer Vision and Pattern Recognition5% of their works
Research topics
Which keywords describe Michael Roth's research?
The keywords of their largest research topics: Mass Customization, Neural Machine Translation, Product Modularity, Statistical Machine Translation, Neural Networks, Word Representation, Design Thinking and Engineering Design.
- Machine Learning Interpretability
- Grid Computing
- Semantic Web Services
- Model-Based Systems Engineering
- Engineering Design
- Word Representation
- Statistical Machine Translation
- Neural Machine Translation
- Mass Customization
- Product Modularity
- Neural Networks
- Design Thinking
- Complex Adaptive Systems
- QoS-Aware Middleware
- Distributed Systems
- Interpretable Models
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 16 words, with their numbers
- Mass Customization61 topic
- Neural Machine Translation61 topic
- Product Modularity61 topic
- Statistical Machine Translation61 topic
- Neural Networks51 topic
- Word Representation51 topic
- Design Thinking41 topic
- Engineering Design41 topic
- Complex Adaptive Systems31 topic
- Model-Based Systems Engineering31 topic
- QoS-Aware Middleware31 topic
- Semantic Web Services31 topic
- Distributed Systems21 topic
- Grid Computing21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
Where does Michael Roth work?
Michael Roth's main affiliation in the publication record is Technical University of Munich, Germany.
How many publications and citations does Michael Roth have?
Science Explorer counts 49 works and 190 citations for Michael Roth, ranking #248,593 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.
Other researchers named Michael Roth
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