John Krumm

12.0k total citations · 4 hit papers
112 papers, 6.5k citations indexed

About

John Krumm is a scholar working on Transportation, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, John Krumm has authored 112 papers receiving a total of 6.5k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Transportation, 37 papers in Computer Vision and Pattern Recognition and 30 papers in Signal Processing. Recurrent topics in John Krumm's work include Human Mobility and Location-Based Analysis (42 papers), Data Management and Algorithms (28 papers) and Traffic Prediction and Management Techniques (14 papers). John Krumm is often cited by papers focused on Human Mobility and Location-Based Analysis (42 papers), Data Management and Algorithms (28 papers) and Traffic Prediction and Management Techniques (14 papers). John Krumm collaborates with scholars based in United States, United Kingdom and Finland. John Krumm's co-authors include Brian Meyers, Barry Brumitt, Paul Newson, Kentaro Toyama, Eric Horvitz, Steven A. Shafer, Lili Cao, Mike Hazas, James Scott and A. J. Bernheim Brush and has published in prestigious journals such as IEEE Access, Computer and Journal of Media Literacy Education.

In The Last Decade

John Krumm

106 papers receiving 6.0k citations

Hit Papers

Wallflower: principles and practice of background mainten... 1999 2026 2008 2017 1999 2009 2002 2008 400 800 1.2k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
John Krumm United States 34 2.5k 1.7k 1.5k 1.3k 1.0k 112 6.5k
Zhiwen Yu China 44 2.6k 1.0× 1.9k 1.1× 2.1k 1.4× 831 0.6× 2.3k 2.3× 520 9.2k
Bin Guo China 41 1.2k 0.5× 1.6k 0.9× 2.2k 1.5× 630 0.5× 1.8k 1.7× 437 7.5k
Yanmin Zhu China 44 823 0.3× 2.0k 1.2× 1.3k 0.9× 946 0.7× 1.6k 1.6× 342 7.0k
Huadóng Ma China 46 3.0k 1.2× 2.4k 1.4× 745 0.5× 492 0.4× 1.7k 1.6× 516 9.2k
Cyrus Shahabi United States 50 1.2k 0.5× 1.0k 0.6× 2.1k 1.5× 2.5k 1.9× 3.3k 3.2× 360 10.1k
Lü Su United States 41 951 0.4× 1.4k 0.8× 880 0.6× 799 0.6× 3.0k 3.0× 179 6.5k
Rui Zhang China 38 1.3k 0.5× 484 0.3× 555 0.4× 1.6k 1.2× 2.5k 2.4× 357 6.0k
Marco Gruteser United States 45 1.7k 0.7× 5.9k 3.4× 1.2k 0.8× 1.1k 0.9× 3.7k 3.6× 187 12.1k
Seungmin Rho South Korea 44 2.1k 0.8× 2.1k 1.2× 278 0.2× 729 0.5× 1.8k 1.7× 329 7.6k
Salil S. Kanhere Australia 52 1.1k 0.4× 3.0k 1.7× 894 0.6× 750 0.6× 2.5k 2.4× 318 10.8k

Countries citing papers authored by John Krumm

Since Specialization
Citations

This map shows the geographic impact of John Krumm's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by John Krumm with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites John Krumm more than expected).

Fields of papers citing papers by John Krumm

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by John Krumm. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by John Krumm. The network helps show where John Krumm may publish in the future.

Co-authorship network of co-authors of John Krumm

This figure shows the co-authorship network connecting the top 25 collaborators of John Krumm. A scholar is included among the top collaborators of John Krumm based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with John Krumm. John Krumm is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Krumm, John, et al.. (2024). Controllable Visit Trajectory Generation with Spatiotemporal Constraints. 773–778. 1 indexed citations
2.
Krumm, John, et al.. (2023). Time-variant road network-based bridgelets. 265–273.
3.
Krumm, John, et al.. (2020). Spatial Privacy Pricing. arXiv (Cornell University). 263–272. 2 indexed citations
4.
Shahabi, Cyrus, et al.. (2020). Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. arXiv (Cornell University). 8 indexed citations
5.
Krumm, John, et al.. (2019). Land Use Inference from Mobility Traces. 1–4. 6 indexed citations
6.
Krumm, John & Steven A. Shafer. (2018). Local spatial frequency analysis for computer vision. Research Showcase @ Carnegie Mellon University (Carnegie Mellon University).
7.
Krumm, John & Steven A. Shafer. (2018). A sampled-grating model of moire patterns from digital imaging. Research Showcase @ Carnegie Mellon University (Carnegie Mellon University).
8.
Krumm, John & Eric Horvitz. (2017). Risk-Aware Planning: Methods and Case Study for Safer Driving Routes.. National Conference on Artificial Intelligence. 4708–4714. 5 indexed citations
9.
Krumm, John. (2010). Processing Sequential Sensor Data. 353–380. 1 indexed citations
10.
Krumm, John, Nigel Davies, & Chandra Narayanaswami. (2008). User-Generated Content. IEEE Pervasive Computing. 7(4). 10–11. 194 indexed citations
12.
Krumm, John, et al.. (2006). Trip router with individualized preferences (TRIP): incorporating personalization into route planning. Innovative Applications of Artificial Intelligence. 1795–1800. 75 indexed citations
13.
Hazas, Mike, John Krumm, & Thomas Strang. (2006). Location- and Context-Awareness: Second International Workshop, LoCA 2006, Dublin, Ireland, May 10-11, 2006, Proceedings (Lecture Notes in Computer Science). Springer eBooks. 3 indexed citations
14.
Krumm, John & Steven A. Shafer. (2005). Data Store Issues for Location-Based Services.. IEEE Data(base) Engineering Bulletin. 28. 35–42. 10 indexed citations
15.
Krumm, John, Lyndsay Williams, & Greg Smith. (2002). SmartMoveX on a Graph - An Inexpensive Active Badge Tracker. 299–307. 35 indexed citations
16.
Krumm, John, Steve Harris, Brian Meyers, et al.. (2002). Multi-camera multi-person tracking for EasyLiving. 3–10. 485 indexed citations breakdown →
17.
Krumm, John, et al.. (2001). How a Smart Environment Can Use Perception. 3 indexed citations
18.
Krumm, John. (2000). Intersection of Two Planes. 4 indexed citations
19.
Toyama, Kentaro, John Krumm, Barry Brumitt, & Brian Meyers. (1999). Wallflower: principles and practice of background maintenance. 255–261 vol.1. 1221 indexed citations breakdown →
20.
Shafer, Steven A. & John Krumm. (1994). Segmenting textured 3D surfaces using the space/frequency representation. Spatial Vision. 8(2). 281–308. 15 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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