Michalis Vlachos

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

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Michalis Vlachos

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

Adresse e-mail validée de unil.ch - Page d'accueil

Data Science Machine Learning Recommender Systems Information Retrieval


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Discovering similar multidimensional trajectories M Vlachos, G Kollios, D Gunopulos Proceedings 18th international conference on data engineering, 673-684, 2002	1929	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	546	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	355	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 Advances in Database Technology-EDBT 2004: 9th International Conference on …, 2004	271	2004
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	270	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	248	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	246	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	232	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	209	2004
Indexing multidimensional time-series M Vlachos, M Hadjieleftheriou, D Gunopulos, E Keogh The VLDB Journal 15, 1-20, 2006	208	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, 611-630, 2009	166	2009
Rotation invariant distance measures for trajectories M Vlachos, D Gunopulos, G Das Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	132	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	126	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	121	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	99	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	95	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	89	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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