Michalis Vlachos
Michalis Vlachos
Professor of Information Systems, HEC, Faculty of Business and Economics, University of Lausanne
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Discovering similar multidimensional trajectories
M Vlachos, G Kollios, D Gunopulos
Proceedings 18th international conference on data engineering, 673-684, 2002
17522002
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
5232003
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
3472004
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
2832006
Iterative incremental clustering of time series
J Lin, M Vlachos, E Keogh, D Gunopulos
International Conference on Extending Database Technology, 106-122, 2004
2452004
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
2322002
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
2262005
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
2262005
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
2132003
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
2042004
Indexing multidimensional time-series
M Vlachos, M Hadjieleftheriou, D Gunopulos, E Keogh
The VLDB Journal 15 (1), 1-20, 2006
1912006
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
1512009
Rotation invariant distance measures for trajectories
M Vlachos, D Gunopulos, G Das
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
1252004
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
1192006
Robust similarity measures for mobile object trajectories
M Vlachos, D Gunopulos, G Kollios
Proceedings. 13th International Workshop on Database and Expert Systems …, 2002
1182002
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
1122010
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
932007
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
922007
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
882005
Elastic translation invariant matching of trajectories
M Vlachos, G Kollios, D Gunopulos
Machine Learning 58 (2), 301-334, 2005
862005
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Artiklar 1–20