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
Demetris ZeinalipourUniversity of CyprusVerified email at cs.ucy.ac.cy
Marc Ph. StoecklinIBM ResearchVerified email at zurich.ibm.com
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Aris AnagnostopoulosProfessor of Computer Science at Sapienza University of RomeVerified email at diag.uniroma1.it
Sudipto Guha`Verified email at cis.upenn.edu
Olivier VerscheureSwiss Data Science Center @ EPFL & ETH ZurichVerified email at datascience.ch

Michalis Vlachos

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

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	1825	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	537	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	352	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	293	2006
Iterative incremental clustering of time series J Lin, M Vlachos, E Keogh, D Gunopulos International Conference on Extending Database Technology, 106-122, 2004	254	2004
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	243	2002
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	242	2005
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	235	2005
A wavelet-based anytime algorithm for k-means clustering of time series M Vlachos, J Lin, E Keogh, D Gunopulos In proc. workshop on clustering high dimensionality data and its applications, 2003	223	2003
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	205	2004
Indexing multidimensional time-series M Vlachos, M Hadjieleftheriou, D Gunopulos, E Keogh The VLDB Journal 15 (1), 1-20, 2006	198	2006
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 (3), 611-630, 2009	160	2009
Rotation invariant distance measures for trajectories M Vlachos, D Gunopulos, G Das Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	128	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	124	2006
Robust similarity measures for mobile object trajectories M Vlachos, D Gunopulos, G Kollios Proceedings. 13th International Workshop on Database and Expert Systems …, 2002	123	2002
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	117	2010
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	98	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	92	2007
Elastic translation invariant matching of trajectories M Vlachos, G Kollios, D Gunopulos Machine Learning 58 (2), 301-334, 2005	90	2005
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	88	2005

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