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    First name: Michail
    Last name: Vlachos
    DBLP: 04/2562
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    Book chapter
    Michail Vlachos.
    Similarity Measures.
    Encyclopedia of Machine Learning and Data Mining 2017 (0) 2017
    Book chapter
    Michail Vlachos.
    Dimensionality Reduction.
    Encyclopedia of Machine Learning and Data Mining 2017 (0) 2017
    Book chapter
    George Kollios, Michail Vlachos, Dimitrios Gunopulos.
    Trajectories, Discovering Similar.
    Encyclopedia of GIS. 2017 (0) 2017
    Conference paper
    Reinhard Heckel, Michail Vlachos, Thomas P. Parnell, Celestine Dünner.
    Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering.
    33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 2017 (0) 2017
    Conference paper
    Johannes Schneider, Michail Vlachos.
    Scalable density-based clustering with quality guarantees using random projections.
    Data Min. Knowl. Discov. 2017, Volume 31 (0) 2017
    Conference paper
    Reinhard Heckel, Michail Vlachos.
    Interpretable recommendations via overlapping co-clusters.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Michail Vlachos, Vassilios G. Vassiliadis, Reinhard Heckel, A. Labbi.
    Toward interpretable predictive models in B2B recommender systems.
    IBM Journal of Research and Development 2016, Volume 60 (0) 2016
    Journal article
    Michail Vlachos, Nikolaos M. Freris, Anastasios Kyrillidis.
    Compressive mining: fast and optimal data mining in the compressed domain.
    VLDB J. 2015, Volume 24 (0) 2015
    Conference paper
    Michail Vlachos, Johannes Schneider, Vassilios G. Vassiliadis.
    On Data Publishing with Clustering Preservation.
    TKDD 2014, Volume 9 (0) 2015
    Journal article
    Johannes Schneider, Michail Vlachos.
    On Randomly Projected Hierarchical Clustering with Guarantees.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias.
    Approximate Matrix Multiplication with Application to Linear Embeddings.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Michail Vlachos, Nikolaos M. Freris, Anastasios Kyrillidis.
    Compressive Mining: Fast and Optimal Data Mining in the Compressed Domain.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Johannes Schneider, Michail Vlachos.
    On Randomly Projected Hierarchical Clustering with Guarantees.
    Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014 2014 (0) 2014
    Conference paper
    Spyros I. Zoumpoulis, Michail Vlachos, Nikolaos M. Freris, Claudio Lucchese.
    Right-Protected Data Publishing with Provable Distance-Based Mining.
    IEEE Trans. Knowl. Data Eng. 2014, Volume 26 (0) 2014
    Conference paper
    Michail Vlachos, Francesco Fusco, Charalampos Mavroforakis, Anastasios Kyrillidis, Vassilios G. Vassiliadis.
    Improving Co-Cluster Quality with Application to Product Recommendations.
    Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014 2014 (0) 2014
    Conference paper
    Anastasios Zouzias, Michail Vlachos, Vagelis Hristidis.
    Templated Search over Relational Databases.
    Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014 2014 (0) 2014
    Conference paper
    Johannes Schneider, Jasmina Bogojeska, Michail Vlachos.
    Solving Linear SVMs with Multiple 1D Projections.
    Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014 2014 (0) 2014
    Conference paper
    Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias.
    Approximate matrix multiplication with application to linear embeddings.
    2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29 - July 4, 2014 2014 (0) 2014
    Conference paper
    Demetrios Zeinalipour-Yazti, Christos Laoudias, Costandinos Costa, Michail Vlachos, Maria I. Andreou, Dimitrios Gunopulos.
    Crowdsourced Trace Similarity with Smartphones.
    IEEE Trans. Knowl. Data Eng. 2013, Volume 25 (0) 2013
    Journal article
    Michail Vlachos, Daniel Svonava.
    Recommendation and visualization of similar movies using minimum spanning dendrograms.
    Information Visualization 2013, Volume 12 (0) 2013
    Conference paper
    Johannes Schneider, Michail Vlachos.
    Fast parameterless density-based clustering via random projections.
    22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013 2013 (0) 2013
    Conference paper
    Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos, Luca Deri.
    Indexing million of packets per second using GPUs.
    Proceedings of the 2013 Internet Measurement Conference, IMC 2013, Barcelona, Spain, October 23-25, 2013 2013 (0) 2013
    Conference paper
    Francesco Fusco, Xenofontas A. Dimitropoulos, Michail Vlachos, Luca Deri.
    pcapIndex: an index for network packet traces with legacy compatibility.
    Computer Communication Review 2012, Volume 42 (0) 2012
    Conference paper
    Francesco Fusco, Michail Vlachos, Marc Ph. Stoecklin.
    Real-time creation of bitmap indexes on streaming network data.
    VLDB J. 2012, Volume 21 (0) 2012
    Conference paper
    Anastasios Zouzias, Michail Vlachos, Nikolaos M. Freris.
    Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence.
    Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I 2012 (0) 2012
    Conference paper
    Nikolaos M. Freris, Michail Vlachos, Suleyman Serdar Kozat.
    Optimal Distance Estimation Between Compressed Data Series.
    Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 (0) 2012
    Conference paper
    Nikolaos M. Freris, Michail Vlachos, Deepak S. Turaga.
    Cluster-Aware Compression with Provable K-means Preservation.
    Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 (0) 2012
    Conference paper
    Michail Vlachos, Aleksander Wieczorek, Johannes Schneider.
    Right-protected data publishing with hierarchical clustering preservation.
    21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012 2012 (0) 2012
    Conference paper
    Theodoros Lappas, Michail Vlachos.
    Customizing search results for non-native speakers.
    21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012 2012 (0) 2012
    Conference paper
    Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos.
    RasterZip: compressing network monitoring data with support for partial decompression.
    Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, IMC '12, Boston, MA, USA, November 14-16, 2012 2012 (0) 2012
    Conference paper
    Claudio Lucchese, Michail Vlachos, Deepak Rajan, Philip S. Yu.
    Rights protection of trajectory datasets with nearest-neighbor preservation.
    VLDB J. 2010, Volume 19 (0) 2010
    Conference paper
    Francesco Fusco, Marc Stoecklin, Michail Vlachos.
    Net-Fli: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic.
    PVLDB 2010, Volume 3 (0) 2010
    Book chapter
    Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das.
    Mining Time Series Data.
    Data Mining and Knowledge Discovery Handbook, 2nd ed. 2010 (0) 2010
    Conference paper
    Daniel Svonava, Michail Vlachos.
    Visualizing Graphs Using Minimum Spanning Dendrograms.
    ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010 2010 (0) 2010
    Book chapter
    Michail Vlachos.
    Dimensionality Reduction.
    Encyclopedia of Machine Learning 2010 (0) 2010
    Book chapter
    Michail Vlachos.
    Similarity Measures.
    Encyclopedia of Machine Learning 2010 (0) 2010
    Conference paper
    Tien Huynh, Michail Vlachos, Isidore Rigoutsos.
    Anchoring millions of distinct reads on the human genome within seconds.
    EDBT 2010, 13th International Conference on Extending Database Technology, Lausanne, Switzerland, March 22-26, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Michail Vlachos, Suleyman S. Kozat, Philip S. Yu.
    Optimal distance bounds for fast search on compressed time-series query logs.
    TWEB 2010, Volume 4 (0) 2010
    Conference paper
    Michail Vlachos, Suleyman S. Kozat, Philip S. Yu.
    Optimal Distance Bounds on Time-Series Data.
    Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA 2009 (0) 2009
    Conference paper
    Demetrios Zeinalipour-Yazti, Zografoula Vagena, Vana Kalogeraki, Dimitrios Gunopulos, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava.
    Finding the K highest-ranked answers in a distributed network.
    Computer Networks 2009, Volume 53 (0) 2009
    Conference paper
    Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu.
    Information discovery across multiple streams.
    Inf. Sci. 2009, Volume 179 (0) 2009
    Conference paper
    Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Michail Vlachos, Sang-Hee Lee, Pavlos Protopapas.
    Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures.
    VLDB J. 2009, Volume 18 (0) 2009
    Conference paper
    Michail Vlachos, Aris Anagnostopoulos, Olivier Verscheure, Philip S. Yu.
    Online pairing of VoIP conversations.
    VLDB J. 2009, Volume 18 (0) 2009
    Conference paper
    Suleyman S. Kozat, Michail Vlachos, Claudio Lucchese, Helga Van Herle, Philip S. Yu.
    Embedding and Retrieving Private Metadata in Electrocardiograms.
    J. Medical Systems 2009, Volume 33 (0) 2009
    Book chapter
    Michail Vlachos.
    Indexing and Similarity Search.
    Encyclopedia of Database Systems 2009 (0) 2009
    Conference paper
    Deepak S. Turaga, Michail Vlachos, Olivier Verscheure.
    On K-Means Cluster Preservation Using Quantization Schemes.
    ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009 2009 (0) 2009
    Conference paper
    Michail Vlachos, Claudio Lucchese, Deepak Rajan, Philip S. Yu.
    Ownership protection of shape datasets with geodesic distance preservation.
    EDBT 2008, 11th International Conference on Extending Database Technology, Nantes, France, March 25-29, 2008, Proceedings 2008 (0) 2008
    Conference paper
    Claudio Lucchese, Michail Vlachos, Deepak Rajan, Philip S. Yu.
    Rights Protection of Trajectory Datasets.
    Proceedings of the 24th International Conference on Data Engineering, ICDE 2008, April 7-12, 2008, Cancún, México 2008 (0) 2008
    Conference paper
    Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu.
    Correlating burst events on streaming stock market data.
    Data Min. Knowl. Discov. 2008, Volume 16 (0) 2008
    Conference paper
    Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos.
    Streaming Time Series Summarization Using User-Defined Amnesic Functions.
    IEEE Trans. Knowl. Data Eng. 2008, Volume 20 (0) 2008
    Book chapter
    George Kollios, Michail Vlachos, Dimitrios Gunopulos.
    Trajectories, Discovering Similar.
    Encyclopedia of GIS. 2008 (0) 2008
    Conference paper
    Tsuyoshi Idé, Spiros Papadimitriou, Michail Vlachos.
    Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors.
    Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA 2007 (0) 2007
    Conference paper
    Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu.
    Visual Exploration of Genomic Data.
    Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings 2007 (0) 2007
    Conference paper
    Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu.
    A System for Keyword Search on Textual Streams.
    Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA 2007 (0) 2007
    Conference paper
    Longbing Cao, Chengqi Zhang, Qiang Yang, David Bell, Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu, Ning Zhong 0001, Mafruz Zaman Ashrafi, David Taniar, Eugene Dubossarsky, Warwick Graco.
    Domain-Driven, Actionable Knowledge Discovery.
    IEEE Intelligent Systems 2007, Volume 22 (0) 2007
    Conference paper
    Deepak S. Turaga, Michail Vlachos, Spiros Papadimitriou, Philip S. Yu.
    Slide: Streaming and Load-Adaptive Periodicity Estimation.
    2006 IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2006, Toulouse, France, May 14-19, 2006 2006 (0) 2006
    Conference paper
    Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu.
    Continuous keyword search on multiple text streams.
    Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006 2006 (0) 2006
    Conference paper
    Michail Vlachos, Deepak S. Turaga, Philip S. Yu.
    Resource Adaptive Periodicity Estimation of Streaming Data.
    Advances in Database Technology - EDBT 2006, 10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006, Proceedings 2006 (0) 2006
    Conference paper
    Olivier Verscheure, Michail Vlachos, Aris Anagnostopoulos, Pascal Frossard, Eric Bouillet, Philip S. Yu.
    Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering.
    Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China 2006 (0) 2006
    Conference paper
    Aris Anagnostopoulos, Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Philip S. Yu.
    Global distance-based segmentation of trajectories.
    Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006 2006 (0) 2006
    Conference paper
    Maria Halkidi, Vana Kalogeraki, Dimitrios Gunopulos, Dimitris Papadopoulos, Demetrios Zeinalipour-Yazti, Michail Vlachos.
    Efficient Online State Tracking Using Sensor Networks.
    7th International Conference on Mobile Data Management (MDM 2006), Nara, Japan, May 9-13, 2006 2006 (0) 2006
    Conference paper
    Michail Vlachos, Spiros Papadimitriou, Zografoula Vagena, Philip S. Yu.
    RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings.
    Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings 2006 (0) 2006
    Conference paper
    Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Sang-Hee Lee, Michail Vlachos.
    LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures.
    Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006 2006 (0) 2006
    Conference paper
    Michail Vlachos, Philip S. Yu, Vittorio Castelli, Christopher Meek.
    Structural Periodic Measures for Time-Series Data.
    Data Min. Knowl. Discov. 2006, Volume 12 (0) 2006
    Conference paper
    Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh.
    Indexing Multidimensional Time-Series.
    VLDB J. 2006, Volume 15 (0) 2006
    Book chapter
    Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Dimitrios Gunopulos.
    Indexing Multi-Dimensional Trajectories for Similarity Queries.
    Spatial Databases: Technologies, Techniques and Trends 2005 (0) 2005
    Book chapter
    Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das.
    Mining Time Series Data.
    The Data Mining and Knowledge Discovery Handbook. 2005 (0) 2005
    Conference paper
    Michail Vlachos, Zografoula Vagena, Philip S. Yu, Vassilis Athitsos.
    Rotation invariant indexing of shapes and line drawings.
    Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005 2005 (0) 2005
    Conference paper
    Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le.
    A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams.
    Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings 2005 (0) 2005
    Conference paper
    Michail Vlachos, Zografoula Vagena, Vittorio Castelli, Philip S. Yu.
    A Multi-metric Index for Euclidean and Periodic Matching.
    Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings 2005 (0) 2005
    Conference paper
    Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu.
    Fast Burst Correlation of Financial Data.
    Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings 2005 (0) 2005
    Conference paper
    Michail Vlachos, Philip S. Yu, Vittorio Castelli.
    On Periodicity Detection and Structural Periodic Similarity.
    SDM 2005 (0) 2005
    Conference paper
    Demetrios Zeinalipour-Yazti, Zografoula Vagena, Dimitrios Gunopulos, Vana Kalogeraki, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava.
    The threshold join algorithm for top-k queries in distributed sensor networks.
    Proceedings of the 2nd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2005, Trondheim, Norway, August 30, 2005 2005 (0) 2005
    Conference paper
    Michail Vlachos, George Kollios, Dimitrios Gunopulos.
    Elastic Translation Invariant Matching of Trajectories.
    Machine Learning 2005, Volume 58 (0) 2005
    Conference paper
    Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos.
    Iterative Incremental Clustering of Time Series.
    Advances in Database Technology - EDBT 2004, 9th International Conference on Extending Database Technology, Heraklion, Crete, Greece, March 14-18, 2004, Proceedings 2004 (0) 2004
    Conference paper
    Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Wagner Truppel.
    Online Amnesic Approximation of Streaming Time Series.
    Proceedings of the 20th International Conference on Data Engineering, ICDE 2004, 30 March - 2 April 2004, Boston, MA, USA 2004 (0) 2004
    Conference paper
    Michail Vlachos, Dimitrios Gunopulos, Gautam Das.
    Rotation invariant distance measures for trajectories.
    Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004 2004 (0) 2004
    Conference paper
    Michail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos.
    Identifying Similarities, Periodicities and Bursts for Online Search Queries.
    Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004 2004 (0) 2004
    Conference paper
    Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh.
    Indexing multi-dimensional time-series with support for multiple distance measures.
    Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003 2003 (0) 2003
    Conference paper
    Sudipto Guha, Dimitrios Gunopulos, Nick Koudas, Divesh Srivastava, Michail Vlachos.
    Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints.
    VLDB 2003 (0) 2003
    Conference paper
    Michail Vlachos, Dimitrios Gunopulos, George Kollios.
    Robust Similarity Measures for Mobile Object Trajectories.
    13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2-6 September 2002, Aix-en-Provence, France 2002 (0) 2002
    Conference paper
    Michail Vlachos, Dimitrios Gunopulos, George Kollios.
    Discovering Similar Multidimensional Trajectories.
    Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26 - March 1, 2002 2002 (0) 2002
    Conference paper
    Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas.
    Non-linear dimensionality reduction techniques for classification and visualization.
    Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada 2002 (0) 2002
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    Your query returned 83 matches in the database.