Mourad Khayati
Mourad Khayati
Senior Researcher, University of Fribourg
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Online anomaly detection over big data streams
L Rettig, M Khayati, P Cudré-Mauroux, M Piórkowski
Applied Data Science, 289-312, 2019
742019
Mind the gap: an experimental evaluation of imputation of missing values techniques in time series
M Khayati, A Lerner, Z Tymchenko, P Cudré-Mauroux
Proceedings of the VLDB Endowment 13 (5), 768-782, 2020
152020
Memory-efficient centroid decomposition for long time series
M Khayati, M Böhlen, J Gamper
2014 IEEE 30th International Conference on Data Engineering, 100-111, 2014
142014
Rebom: Recovery of blocks of missing values in time series
M Khayati, MH Böhlen
Proceedings of the 18th International Conference on Management of Data, 44-55, 2012
132012
Incremental approach for Continuous k-Nearest Neighbours queries on road
M Khayati, J Akaichi
International journal of intelligent information and database systems 2 (2 …, 2008
132008
Accuracy evaluation of overlapping and multi-resolution clustering algorithms on large datasets
A Lutov, M Khayati, P Cudré-Mauroux
2019 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2019
102019
Opencrowd: A human-ai collaborative approach for finding social influencers via open-ended answers aggregation
I Arous, J Yang, M Khayati, P Cudré-Mauroux
Proceedings of The Web Conference 2020, 1851-1862, 2020
82020
Recovdb: Accurate and efficient missing blocks recovery for large time series
I Arous, M Khayati, P Cudré-Mauroux, Y Zhang, M Kersten, S Stalinlov
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1976-1979, 2019
82019
Statix—statistical type inference on linked data
A Lutov, S Roshankish, M Khayati, P Cudré-Mauroux
2018 IEEE International Conference on Big Data (Big Data), 2253-2262, 2018
52018
Sciencewise: Topic modeling over scientific literature networks
A Martini, A Lutov, V Gemmetto, A Magalich, A Cardillo, A Constantin, ...
arXiv preprint arXiv:1612.07636, 2016
52016
Using lowly correlated time series to recover missing values in time series: a comparison between SVD and CD
M Khayati, MH Böhlen, PC Mauroux
International Symposium on Spatial and Temporal Databases, 237-254, 2015
52015
Missing value imputation in time series using top-k case matching
K Wellenzohn, H Mitterer, J Gamper, MH Böhlen, M Khayati
CEUR Workshop Proceedings, 77-82, 2014
52014
Scalable recovery of missing blocks in time series with high and low cross-correlations
M Khayati, P Cudré-Mauroux, MH Böhlen
Knowledge and Information Systems, 1-24, 2019
42019
Clubmark: a parallel isolation framework for benchmarking and profiling clustering algorithms on numa architectures
A Lutov, M Khayati, P Cudré-Mauroux
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 1481-1486, 2018
42018
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe
A Checco, G Demartini, A Löser, I Arous, M Khayati, M Dantone, ...
arXiv preprint arXiv:1710.09788, 2017
42017
Daoc: Stable clustering of large networks
A Lutov, M Khayati, P Cudré-Mauroux
2019 IEEE International Conference on Big Data (Big Data), 2373-2382, 2019
22019
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding
A Khelifati, M Khayati, P Cudré-Mauroux
2019 IEEE International Conference on Big Data (Big Data), 2289-2298, 2019
22019
Recovery of missing values using matrix decomposition techniques
M Khayati
University of Zurich, 2015
22015
Pervasive assistance system for mobile physicians on the road
M Khayati, J Akaichi
International Journal of Healthcare Technology and Management 10 (1-2), 82-100, 2009
22009
Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process
I Arous, J Yang, M Khayati, P Cudré-Mauroux
Proceedings of the Web Conference 2021, 1916-1927, 2021
12021
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