Software
Downloads - Software in Java/Matlab
- Java
- You can download the executable for Community Detection Using Synthetic Coordinates and the synthetic datasets used in [1].
- USAGE:
- run: java -jar SCCD.jar graph-filename
- output: coms.txt: Each line holds the ids of all nodes of a community separated by space
- [1]. H. Papadakis, C. Panagiotakis and P. Fragopoulou, Distributed Community Detection in a Complex World Using Synthetic Coordinates, Journal of Statistical Mechanics, 2014
- USAGE:
- You can download the executable for Community Detection Using Synthetic Coordinates and the synthetic datasets used in [1].
- Matlab Central
- Community Detection in Graph
- Community Detection in Graphs Using Synthetic Coordinates [1]
- Local Community Detection via a Flow Propagation (FlowPro) method
- FlowPro finds the community of a node in a complex network without the knowledge of the entire graph [2], [3]
- [2] C. Panagiotakis, H. Papadakis and P. Fragopoulou, FlowPro: A Flow Propagation Method for Single Community Detection, IEEE Consumer Communications and Networking Conference, 2014.
- [3] C. Panagiotakis, H. Papadakis and P. Fragopoulou, Local Community Detection without the Knowledge of the Entire Graph via a Flow Propagation method , Social Networks, 2014.
- SCoR Recommender System
- A Synthetic Coordinate based Recommender System
- [18] H. Papadakis, C. Panagiotakis and P. Fragopoulou, SCoR: A Synthetic Coordinate based Recommender System, Expert Systems with Applications, vol. 79, pp.8-19, 2017.
- Community Detection in Graph