"GraphRules: Rule Discovery, Exploration and Visualization of Collaborative Graph Structures"
Publications:
Graph Coclustering
- "Unsupervised Sparse Matrix Coclustering for Sales and Marketing Intelligence" (2012), A. Zouzias, M. Vlachos, N. Freris: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- "Exploratory Recommender Systems for Sales and Marketing" (2009), M. Vlachos, A. Labbi, C. Berrospi, A. Lomako: 15th International Conference on Knowledge Discovery & Data Mining (SIGKDD), Paris, France
Visualization
- "Recommendation and Visualization of Similar Movies Using Minimum Spanning Dendrograms" (2013), M. Vlachos, D. Svonava: Information Visualization Journal 12(1): 85-101
- "Graph Visualization using Minimum Spanning Dendrograms" (2010), D. Svonava, M. Vlachos: International Conference on Data Mining (ICDM), Sydney, Australia
Indexing Network Graphs
- "Indexing millions of packets per second using GPUs" (2013), F. Fusco, M. Vlachos, X.
Dimitropoulos, L. Deri: Internet Measurement Conference (IMC), Barcelona, Spain
- "Real-time Creation of Bitmap Indexes on Streaming Network Data" (2012), F. Fusco, M. Vlachos, M. Stoecklin:The VLDB Journal 21(3): 287-307
- "pcapIndex: An Index for Network Packet Traces with Legacy Compatibility" (2012), F. Fusco, X. Dimitropoulos, M. Vlachos, L. Deri: ACM SIGCOMM Computer Communication Review, 42(1): 47-53
- "RasterZip: Compressing Streaming Network Monitoring Data with Support for Partial Decompression" (2012), F. Fusco, M. Vlachos, X. Dimitropoulos: Internet Measurement Conference (IMC), Boston, US
- "NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic" (2010), F. Fusco, M. Stoecklin, M. Vlachos: International Conference on Very Large Databases (VLDB), Singapore