| 2018 | EDBT | Very-Low Random Projection Maps. | Anastasios Zouzias, Michail Vlachos |
| 2018 | SDM | Topic Modeling based on Keywords and Context. | Johannes Schneider, Michail Vlachos |
| 2017 | ICDE | Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering. | Reinhard Heckel, Michail Vlachos, Thomas P. Parnell, Celestine Dnner |
| 2017 | ICPP | High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters. | Kubilay Atasu, Thomas P. Parnell, Celestine Dnner, Michail Vlachos, Haralampos Pozidis |
| 2017 | SDM | Private and Right-Protected Big Data Publication: An Analysis. | Reinhard Heckel, Michail Vlachos |
| 2014 | CIKM | Solving Linear SVMs with Multiple 1D Projections. | Johannes Schneider, Jasmina Bogojeska, Michail Vlachos |
| 2014 | CIKM | Improving Co-Cluster Quality with Application to Product Recommendations. | Michail Vlachos, Francesco Fusco, Charalampos Mavroforakis, Anastasios Kyrillidis, Vassilios G. Vassiliadis |
| 2014 | CIKM | Templated Search over Relational Databases. | Anastasios Zouzias, Michail Vlachos, Vagelis Hristidis |
| 2014 | ISIT | Approximate matrix multiplication with application to linear embeddings. | Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias |
| 2014 | SDM | On Randomly Projected Hierarchical Clustering with Guarantees. | Johannes Schneider, Michail Vlachos |
| 2013 | CIKM | Fast parameterless density-based clustering via random projections. | Johannes Schneider, Michail Vlachos |
| 2013 | IMC | Indexing million of packets per second using GPUs. | Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos, Luca Deri |
| 2012 | CIKM | Customizing search results for non-native speakers. | Theodoros Lappas, Michail Vlachos |
| 2012 | CIKM | Right-protected data publishing with hierarchical clustering preservation. | Michail Vlachos, Aleksander Wieczorek, Johannes Schneider |
| 2012 | IMC | RasterZip: compressing network monitoring data with support for partial decompression. | Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos |
| 2012 | PAKDD | Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence. | Anastasios Zouzias, Michail Vlachos, Nikolaos M. Freris |
| 2012 | SDM | Optimal Distance Estimation Between Compressed Data Series. | Nikolaos M. Freris, Michail Vlachos, Suleyman Serdar Kozat |
| 2012 | SDM | Cluster-Aware Compression with Provable K-means Preservation. | Nikolaos M. Freris, Michail Vlachos, Deepak S. Turaga |
| 2010 | EDBT | Anchoring millions of distinct reads on the human genome within seconds. | Tien Huynh, Michail Vlachos, Isidore Rigoutsos |
| 2010 | ICDM | Visualizing Graphs Using Minimum Spanning Dendrograms. | Daniel Svonava, Michail Vlachos |
| 2009 | ICDM | On K-Means Cluster Preservation Using Quantization Schemes. | Deepak S. Turaga, Michail Vlachos, Olivier Verscheure |
| 2009 | SDM | Optimal Distance Bounds on Time-Series Data. | Michail Vlachos, Suleyman Serdar Kozat, Philip S. Yu |
| 2008 | EDBT | Ownership protection of shape datasets with geodesic distance preservation. | Michail Vlachos, Claudio Lucchese, Deepak Rajan, Philip S. Yu |
| 2008 | ICDE | Rights Protection of Trajectory Datasets. | Claudio Lucchese, Michail Vlachos, Deepak Rajan, Philip S. Yu |
| 2007 | ICDM | Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors. | Tsuyoshi Id, Spiros Papadimitriou, Michail Vlachos |
| 2007 | SDM | A System for Keyword Search on Textual Streams. | Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu |
| 2006 | CIKM | Continuous keyword search on multiple text streams. | Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu |
| 2006 | EDBT | Resource Adaptive Periodicity Estimation of Streaming Data. | Michail Vlachos, Deepak S. Turaga, Philip S. Yu |
| 2006 | ICASSP | Slide: Streaming and Load-Adaptive Periodicity Estimation. | Deepak S. Turaga, Michail Vlachos, Spiros Papadimitriou, Philip S. Yu |
| 2006 | ICDM | Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering. | Olivier Verscheure, Michail Vlachos, Aris Anagnostopoulos, Pascal Frossard, Eric Bouillet, Philip S. Yu |
| 2006 | KDD | Global distance-based segmentation of trajectories. | Aris Anagnostopoulos, Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Philip S. Yu |
| 2006 | MDM | Efficient Online State Tracking Using Sensor Networks. | Maria Halkidi, Vana Kalogeraki, Dimitrios Gunopulos, Dimitris Papadopoulos, Demetrios Zeinalipour-Yazti, Michail Vlachos |
| 2006 | VLDB | LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures. | Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Sang-Hee Lee, Michail Vlachos |
| 2005 | CIKM | Rotation invariant indexing of shapes and line drawings. | Michail Vlachos, Zografoula Vagena, Philip S. Yu, Vassilis Athitsos |
| 2005 | PAKDD | A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams. | Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le |
| 2005 | SDM | On Periodicity Detection and Structural Periodic Similarity. | Michail Vlachos, Philip S. Yu, Vittorio Castelli |
| 2004 | EDBT | Iterative Incremental Clustering of Time Series. | Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos |
| 2004 | ICDE | Online Amnesic Approximation of Streaming Time Series. | Themistoklis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Wagner Truppel |
| 2004 | KDD | Rotation invariant distance measures for trajectories. | Michail Vlachos, Dimitrios Gunopulos, Gautam Das |
| 2004 | SIGMOD | Identifying Similarities, Periodicities and Bursts for Online Search Queries. | Michail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos |
| 2003 | KDD | Indexing multi-dimensional time-series with support for multiple distance measures. | Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh |
| 2003 | VLDB | Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. | Sudipto Guha, Dimitrios Gunopulos, Nick Koudas, Divesh Srivastava, Michail Vlachos |
| 2002 | ICDE | Discovering Similar Multidimensional Trajectories. | Michail Vlachos, Dimitrios Gunopulos, George Kollios |
| 2002 | KDD | Non-linear dimensionality reduction techniques for classification and visualization. | Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas |