David J. Hermann
David J. Hermann publishes mostly in Signal Processing, Control and Systems Engineering and Computational Mechanics, on topics such as Advanced Adaptive Filtering Techniques, Speech and Audio Processing and Autonomous Vehicle Technology and Safety.
- World rank
- #6,406,581 of 7,710,434 ranked researchers
- Rank in United States
- #1,514,169 of 1,627,098
- Works
- 29
- Citations
- 108
- Citations per work
- 3.7
What does David J. Hermann research?
David J. Hermann's work is mostly in Engineering (38%), Computer Science (27%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1965.0%
- Engineering1137.9%
- Computer Science827.1%
- Everything else1035.0%
- 1Signal Processing18% of their works
- 2Control and Systems Engineering12% of their works
- 3Computational Mechanics11% of their works
- 4Automotive Engineering10% of their works
- 5Computer Vision and Pattern Recognition10% of their works
- 6Electrical and Electronic Engineering5% of their works
Research topics
Which keywords describe David J. Hermann's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Adaptive Filtering, Non-Gaussian Signal Processing, Audio-Visual Speech Recognition, Speech Enhancement, Autonomous Vehicles and Fault Diagnosis.
- Smart Sensors
- IEEE 1451
- Verification and Validation
- Filter Banks
- Trajectory Prediction
- Fault Diagnosis
- Speech Enhancement
- Non-Gaussian Signal Processing
- Neural Networks
- Deep Learning
- Adaptive Filtering
- Audio-Visual Speech Recognition
- Autonomous Vehicles
- Sequential Testing Algorithms
- FFT
- Simulation Optimization
- Convolutional Neural Networks
- Image Recognition
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 18 words, with their numbers
- Deep Learning153 topics
- Neural Networks92 topics
- Adaptive Filtering81 topic
- Non-Gaussian Signal Processing81 topic
- Audio-Visual Speech Recognition71 topic
- Speech Enhancement71 topic
- Autonomous Vehicles61 topic
- Fault Diagnosis61 topic
- Sequential Testing Algorithms61 topic
- Trajectory Prediction61 topic
- FFT51 topic
- Filter Banks51 topic
- Simulation Optimization31 topic
- Verification and Validation31 topic
- Convolutional Neural Networks21 topic
- IEEE 145121 topic
- Image Recognition21 topic
- Smart Sensors21 topic
Where does David J. Hermann work?
David J. Hermann's main affiliation in the publication record is Battelle, United States.
How many publications and citations does David J. Hermann have?
OpenAlex counts 29 works and 108 citations for David J. Hermann, an h-index of 7, ranking #6,406,581 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 David J. Hermann
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