Michalis Vlachos

My research interests span the areas of data mining, machine learning and recommender systems. I am a Professor of Information Systems at the University of Lausanne. Previously I was with the IBM Zurich Research Laboratory, and IBM Research, NY. I also visited briefly Microsoft Research. My work has been supported by a Marie-Curie IRG grant and an ERC Starting Grant.

FACT: The international telephone dialing code for Antarctica is 672.

For a more complete list visit DBLP

New "Compressive Mining: Optimal Data Mining in the Compressed Domain" PDF M. Vlachos, N. Freris, A. Kyrillidis Journal of Very Large Databases (VLDBJ) 24:1
New "On Data Publishing with Clustering Preservation" PDF M. Vlachos, J. Schneider, V.G. Vassiliadis ACM Transactions on Knowledge Discovery from Data (TKDD) 9:3

"Solving Linear SVMs with Multiple 1D Projections" PDF J. Schneider, J. Bogojeska, M. Vlachos International Conference on Information and Knowledge Management (CIKM), Shanghai, China
" Improving Co-Cluster Quality with Application to Product Recommendations" PDF M. Vlachos, F.Fusco, C. Mavroforakis, A. Kyrillidis, V. Vassiliadis International Conference on Information and Knowledge Management (CIKM), Shanghai, China
"Templated Search over Relational Databases" PDF A. Zouzias, M. Vlachos, V. Hristidis International Conference on Information and Knowledge Management (CIKM), Shanghai, China
"On Randomly Projected Hierarchical Clustering with Guarantees" PDF Johannes Schneider, Michail Vlachos SIAM Data Mining (SDM): 407-415 Best Paper Runner-Up
"Right-Protected Data Publishing with Provable Distance-Based Mining" (2014) S. Zoumpoulis, M. Vlachos, N. Freris, C. Lucchese IEEE Transactions on Knowledge and Data Engineering (TKDE)

"Recommendation and Visualization of Similar Movies Using Minimum Spanning Dendrograms" (2013) PDF M. Vlachos, D. Svonava Information Visualization Journal 12(1): 85-101
"Fast Parameterless Density-Based Clustering via Random Projections" (2013) PDF J. Schneider, M. Vlachos International Conference on Information and Knowledge Management (CIKM), San Francisco, California
"Indexing millions of packets per second using GPUs" (2013) PDF F. Fusco, M. Vlachos, X. Dimitropoulos, L. Deri Internet Measurements Conference (IMC), Barcelona, Spain

"Right-Protected Data Publishing with Hierarchical Clustering Preservation" (2012) PDF M. Vlachos, A. Wieczorek, J. Schneider International Conference on Information and Knowledge Management (CIKM), Maui, Hawaii
"Customizing Search Results for Non-Native Speakers" (2012) PDF T. Lappas, M. Vlachos International Conference on Information and Knowledge Management (CIKM), Maui, Hawaii
"Real-time Creation of Bitmap Indexes on Streaming Network Data" (2012) PDF F. Fusco, M. Vlachos, M. Stoecklin The VLDB Journal 21(3): 287-307
"Optimal Distance Estimation on Compressed Data Series" (2012) PDF N. Freris, M. Vlachos, S.S. Kozat SIAM International Conference on Data Mining (SDM), Anaheim, California

University of Lausanne
Faculté des hautes études commerciales (HEC Lausanne)
Bâtiment Internef 135
CH-1015, Lausanne
Switzerland

email: mich...@gmail.com