Christos Faloutsos
Christos Faloutsos publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Complex Network Analysis Techniques, Data Management and Algorithms and Advanced Graph Neural Networks.
- World rank
- #2,094 of 1,633,909 ranked researchers
- Rank in United States
- #943 of 358,040
- Works
- 253
- Citations
- 4.5k
- Citations per work
- 17.9
What does Christos Faloutsos research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence25% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Statistical and Nonlinear Physics14% of their works
- 4Signal Processing13% of their works
- 5Computer Networks and Communications8% of their works
- 6Information Systems7% of their works
Research topics
Which keywords describe Christos Faloutsos's research?
The keywords of their largest research topics: Deep Learning, Community Structure, Network Dynamics, GPS Trajectories, Time Series, Trajectory Data Mining, Graph Neural Networks and Knowledge Graph Embedding.
- Unsupervised
- Suffix Arrays
- Graph Matching
- Frequent Patterns
- Data Mining
- Knowledge Graph Embedding
- Trajectory Data Mining
- GPS Trajectories
- Community Structure
- Deep Learning
- Network Dynamics
- Time Series
- Graph Neural Networks
- Clustering
- Dynamic Time Warping
- Compression
- Graph Processing
- Anomaly 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 18 words, with their numbers
- Deep Learning393 topics
- Community Structure341 topic
- Network Dynamics341 topic
- GPS Trajectories201 topic
- Time Series202 topics
- Trajectory Data Mining201 topic
- Graph Neural Networks191 topic
- Knowledge Graph Embedding191 topic
- Clustering111 topic
- Data Mining111 topic
- Dynamic Time Warping111 topic
- Frequent Patterns111 topic
- Compression101 topic
- Graph Matching101 topic
- Graph Processing101 topic
- Suffix Arrays101 topic
- Anomaly Detection91 topic
- Unsupervised91 topic
Where does Christos Faloutsos work?
Christos Faloutsos's main affiliation in the publication record is Carnegie Mellon University, United States.
How many publications and citations does Christos Faloutsos have?
Science Explorer counts 253 works and 4,536 citations for Christos Faloutsos, ranking #2,094 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.