Michalis Vlachos

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Dimitrios GunopulosNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
George KolliosProfessor of Computer Science, Boston UniversityVerified email at bu.edu
Fusco FrancescoResearch Staff Member - IBM Research - AIVerified email at ntop.org
Nick KoudasProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Jessica LinGeorge Mason UniversityVerified email at gmu.edu
Vasileios VasileiadisipQuants - ZurichVerified email at ipQuants.com
Gautam DasDistinguished University Chair Professor, CSE Dept, University of Texas at ArlingtonVerified email at uta.edu
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Reinhard HeckelTechnical University of Munich and Rice UniversityVerified email at rice.edu
Celestine Mendler-DünnerMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Nikolaos M. FrerisProfessor of Computer Science, University of Science and Technology of China (USTC)Verified email at ustc.edu.cn
Claudio LuccheseFull Professor, Ca' Foscari University of VeniceVerified email at unive.it
Marc Ph. StoecklinIBM ResearchVerified email at zurich.ibm.com
Demetris ZeinalipourUniversity of CyprusVerified email at cs.ucy.ac.cy
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Sudipto Guha`Verified email at cis.upenn.edu
Aris AnagnostopoulosProfessor of Computer Science at Sapienza University of RomeVerified email at diag.uniroma1.it
Olivier VerscheureSwiss Data Science Center @ EPFL & ETH ZurichVerified email at datascience.ch

Michalis Vlachos

University of Lausanne, Professor of Information Systems, HEC, Faculty of Business and Economics

Verified email at unil.ch - Homepage

Data Science Machine Learning Recommender Systems Information Retrieval


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Discovering similar multidimensional trajectories M Vlachos, G Kollios, D Gunopulos Proceedings 18th international conference on data engineering, 673-684, 2002	1978	2002
Indexing multi-dimensional time-series with support for multiple distance measures M Vlachos, M Hadjieleftheriou, D Gunopulos, E Keogh Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	555	2003
Identifying similarities, periodicities and bursts for online search queries M Vlachos, C Meek, Z Vagena, D Gunopulos Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004	360	2004
LB_Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures E Keogh, L Wei, X Xi, SH Lee, M Vlachos Proceedings of the 32nd international conference on Very large data bases …, 2006	299	2006
On periodicity detection and structural periodic similarity M Vlachos, P Yu, V Castelli Proceedings of the 2005 SIAM international conference on data mining, 449-460, 2005	281	2005
Iterative incremental clustering of time series J Lin, M Vlachos, E Keogh, D Gunopulos Advances in Database Technology-EDBT 2004: 9th International Conference on …, 2004	276	2004
Mining time series data CA Ralanamahatana, J Lin, D Gunopulos, E Keogh, M Vlachos, G Das Data mining and knowledge discovery handbook, 1069-1103, 2005	258	2005
Non-linear dimensionality reduction techniques for classification and visualization M Vlachos, C Domeniconi, D Gunopulos, G Kollios, N Koudas Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	250	2002
A waveletbased anytime algorithm for k-means clustering of time series M Vlachos, J Lin, E Keogh, D Gunopulos Workshop on Clustering High Dimensionality Data and Its Applications, at the …, 2003	237	2003
Indexing multidimensional time-series M Vlachos, M Hadjieleftheriou, D Gunopulos, E Keogh The VLDB Journal 15, 1-20, 2006	212	2006
Online amnesic approximation of streaming time series T Palpanas, M Vlachos, E Keogh, D Gunopulos, W Truppel Proceedings. 20th International Conference on Data Engineering, 339-349, 2004	212	2004
Supporting exact indexing of arbitrarily rotated shapes and periodic time series under euclidean and warping distance measures E Keogh, L Wei, X Xi, M Vlachos, SH Lee, P Protopapas The VLDB journal 18, 611-630, 2009	171	2009
Rotation invariant distance measures for trajectories M Vlachos, D Gunopulos, G Das Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	135	2004
Global distance-based segmentation of trajectories A Anagnostopoulos, M Vlachos, M Hadjieleftheriou, E Keogh, PS Yu Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	127	2006
Net-fli: on-the-fly compression, archiving and indexing of streaming network traffic F Fusco, MP Stoecklin, M Vlachos Proceedings of the VLDB Endowment 3 (1-2), 1382-1393, 2010	122	2010
Robust similarity measures for mobile object trajectories M Vlachos, D Gunopulos, G Kollios Proceedings. 13th International workshop on database and expert systems …, 2002	121	2002
Computing correlation anomaly scores using stochastic nearest neighbors T Idé, S Papadimitriou, M Vlachos Seventh IEEE international conference on data mining (ICDM 2007), 523-528, 2007	101	2007
Domain-driven, actionable knowledge discovery L Cao, C Zhang, D Taniar, E Dubossarsky, W Graco, Q Yang, D Bell, ... IEEE Intelligent Systems, 78-88, c3, 2007	96	2007
The threshold join algorithm for top-k queries in distributed sensor networks D Zeinalipour-Yazti, Z Vagena, D Gunopulos, V Kalogeraki, V Tsotras, ... Proceedings of the 2nd international workshop on Data management for sensor …, 2005	90	2005
Elastic translation invariant matching of trajectories M Vlachos, G Kollios, D Gunopulos Machine Learning 58, 301-334, 2005	89	2005

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