Karna Bryan

1.2k citations
16 papers · 905 indexed · 1 hit paper · h-index 10
Topics
Maritime Navigation and Safety (13 papers)Target Tracking and Data Fusion in Sensor Networks (9 papers)Anomaly Detection Techniques and Applications (4 papers)

In The Last Decade

Karna Bryan

15 papers receiving 870 citations

Hit Papers

Vessel Pattern Knowledge Discovery from AIS Data: A Frame...20132026201720212013100200300400500

Peers

Karna Bryan
Comparison fields: 5 of 61
  • Ocean Engineering 754
  • Artificial Intelligence 288
  • Transportation 182
  • Industrial and Manufacturing Engineering 131
  • Environmental Engineering 103
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Citations per field
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Citations per year

Countries citing papers authored by Karna Bryan

Since Specialization
Citations

This map shows the geographic impact of Karna Bryan'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 Karna Bryan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Karna Bryan more than expected).

Fields of papers citing papers by Karna Bryan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Karna Bryan. 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 Karna Bryan. The network helps show where Karna Bryan may publish in the future.

Co-authorship network of co-authors of Karna Bryan

This figure shows the co-authorship network connecting the top 25 collaborators of Karna Bryan. A scholar is included among the top collaborators of Karna Bryan 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 Karna Bryan. Karna Bryan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

16 of 16 papers shown
#WorkIndexed citations
1 0
2
Long-term vessel kinematics prediction exploiting mean-reverting processes
11
3 97
4
Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks
12
5 9
6 42
7
Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results
48
8
Traffic knowledge discovery from AIS data
32
9 46
10
Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Predictionbreakdown →
502
11 1
12
Markov Logic Networks for context integration and situation assessment in maritime domain
10
13 80
14
Estimating sensor performance and target population size with multiple sensors
6
15 4
16 5

About Karna Bryan

Karna Bryan is a scholar working on Ocean Engineering, Artificial Intelligence and Transportation, having authored 16 papers that have together received 905 indexed citations. Recurring topics across this work include Maritime Navigation and Safety (13 papers), Target Tracking and Data Fusion in Sensor Networks (9 papers) and Anomaly Detection Techniques and Applications (4 papers). The work is most often cited by research in Ocean Engineering (754 citations), Transportation (182 citations) and Industrial and Manufacturing Engineering (131 citations). Karna Bryan has collaborated with scholars based in Belgium, Italy and United States. Frequent co-authors include Michele Vespe, Giuliana Pallotta, Paolo Braca, Leonardo M. Millefiori, Peter Willett, Lauro Snidaro, Salvatore Maresca, Raffaele Grasso, Jochen Horstmann and Craig Carthel. Their work appears in journals such as IEEE Transactions on Aerospace and Electronic Systems, Information Fusion and Entropy.

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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