John Krumm
John Krumm publishes mostly in Transportation, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Human Mobility and Location-Based Analysis, Data Management and Algorithms and Automated Road and Building Extraction.
- World rank
- #16,433 of 1,633,909 ranked researchers
- Rank in United States
- #7,835 of 358,040
- Works
- 55
- Citations
- 840
- Citations per work
- 15.3
What does John Krumm research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Transportation16% of their works
- 2Computer Vision and Pattern Recognition11% of their works
- 3Electrical and Electronic Engineering10% of their works
- 4Ocean Engineering8% of their works
- 5Geography, Planning and Development6% of their works
- 6Signal Processing6% of their works
Research topics
- Human Mobility and Location-Based Analysis
- Data Management and Algorithms
- Automated Road and Building Extraction
- Geographic Information Systems Studies
- Privacy-Preserving Technologies in Data
- Context-Aware Activity Recognition Systems
- Mobile Crowdsensing and Crowdsourcing
- Image and Object Detection Techniques
Which keywords describe John Krumm's research?
The keywords of their largest research topics: GPS Data, Human Mobility, Deep Learning, Geospatial Crowdsourcing, GPS Trajectories, Remote Sensing, Road Extraction and Trajectory Data Mining.
- Hough Transform
- Crowdsourcing
- Federated Learning
- Activity Recognition
- Trajectory Data Mining
- Remote Sensing
- GPS Trajectories
- Human Mobility
- GPS Data
- Deep Learning
- Geospatial Crowdsourcing
- Road Extraction
- Volunteered Geographic Information
- Differential Privacy
- Pervasive Computing
- Mechanical Turk
- Line Detection
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 17 words, with their numbers
- GPS Data121 topic
- Human Mobility121 topic
- Deep Learning92 topics
- GPS Trajectories51 topic
- Geospatial Crowdsourcing51 topic
- Remote Sensing51 topic
- Road Extraction51 topic
- Trajectory Data Mining51 topic
- Volunteered Geographic Information51 topic
- Activity Recognition41 topic
- Differential Privacy41 topic
- Federated Learning41 topic
- Pervasive Computing41 topic
- Crowdsourcing31 topic
- Mechanical Turk31 topic
- Hough Transform21 topic
- Line Detection21 topic
Where does John Krumm work?
John Krumm's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does John Krumm have?
Science Explorer counts 55 works and 840 citations for John Krumm, ranking #16,433 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.