Mourad Khayati

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 21

Top Topics

Clustering Algorithm

Anomaly Detection

Scientific Literature

Top Venues

Proc. VLDB Endow.

Publications

Abdelouahab Khelifati, Mourad Khayati, Anton Dignös, Djellel Eddine Difallah, Philippe Cudré-Mauroux
TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications. Proc. VLDB Endow. 16 (11) (2023)
Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux
Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process. WWW (2021)
Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux, Adrian Hänni, Qian Liu, Manfred Hauswirth
VADETIS: An Explainable Evaluator for Anomaly Detection Techniques. ICDE (2021)
Mourad Khayati, Philippe Cudré-Mauroux, Michael H. Böhlen
Scalable recovery of missing blocks in time series with high and low cross-correlations. Knowl. Inf. Syst. 62 (6) (2020)
Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux
OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation. WWW (2020)
Mourad Khayati, Alberto Lerner, Zakhar Tymchenko, Philippe Cudré-Mauroux
Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series. Proc. VLDB Endow. 13 (5) (2020)
Mourad Khayati, Ines Arous, Zakhar Tymchenko, Philippe Cudré-Mauroux
ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams. Proc. VLDB Endow. 14 (3) (2020)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures. CoRR (2019)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
Accuracy Evaluation of Overlapping and Multi-resolution Clustering Algorithms on Large Datasets. CoRR (2019)
Artem Lutov, Soheil Roshankish, Mourad Khayati, Philippe Cudré-Mauroux
StaTIX - Statistical Type Inference on Linked Data. CoRR (2019)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
DAOC: Stable Clustering of Large Networks. CoRR (2019)
Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding. IEEE BigData (2019)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large Datasets. BigComp (2019)
Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux, Ying Zhang, Martin L. Kersten, Svetlin Stalinlov
RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series. ICDE (2019)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
DAOC: Stable Clustering of Large Networks. IEEE BigData (2019)
Artem Lutov, Soheil Roshankish, Mourad Khayati, Philippe Cudré-Mauroux
StaTIX - Statistical Type Inference on Linked Data. IEEE BigData (2018)
Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
Clubmark: A Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures. ICDM Workshops (2018)
Alessandro Checco, Gianluca Demartini, Alexander Löser, Ines Arous, Mourad Khayati, Matthias Dantone, Richard Koopmanschap, Svetlin Stalinlov, Martin L. Kersten, Ying Zhang
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe. CoRR (2017)
Andrea Martini, Artem Lutov, Valerio Gemmetto, Andrii Magalich, Alessio Cardillo, Alex Constantin, Vasyl Palchykov, Mourad Khayati, Philippe Cudré-Mauroux, Alexey Boyarsky, Oleg Ruchayskiy, Diego Garlaschelli, Paolo De Los Rios, Karl Aberer
ScienceWISE: Topic Modeling over Scientific Literature Networks. CoRR (2016)
Laura Rettig, Mourad Khayati, Philippe Cudré-Mauroux, Michal Piórkowski
Online anomaly detection over Big Data streams. IEEE BigData (2015)
Mourad Khayati, Michael H. Böhlen, Philippe Cudré-Mauroux
Using Lowly Correlated Time Series to Recover Missing Values in Time Series: A Comparison Between SVD and CD. SSTD (2015)
Mourad Khayati, Michael H. Böhlen, Johann Gamper
Memory-efficient centroid decomposition for long time series. ICDE (2014)
Kevin Wellenzohn, Hannes Mitterer, Johann Gamper, Michael H. Böhlen, Mourad Khayati
Missing Value Imputation in Time Series Using Top-k Case Matching. Grundlagen von Datenbanken (2014)
Mourad Khayati, Michael H. Böhlen
REBOM: Recovery of Blocks of Missing Values in Time Series. COMAD (2012)
Mourad Khayati, Jay Martin Anderson, Michael H. Böhlen, Johann Gamper, Manfred Mitterer
Similarity of chemotherapy histories based on imputed values. Int. J. Medical Eng. Informatics 4 (3) (2012)
Mourad Khayati, Jalel Akaichi
Incremental approach for Continuous k-Nearest Neighbours queries on road. Int. J. Intell. Inf. Database Syst. 2 (2) (2008)