Mourad Khayati

Anton Dignös

Djellel Eddine Difallah

Proc. VLDB Endow., 2023

2021

Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process.

[BibT_eX]

[DOI]

Jie Yang

Proceedings of the WWW '21: The Web Conference 2021, 2021

VADETIS: An Explainable Evaluator for Anomaly Detection Techniques.

[BibT_eX]

[DOI]

Abdelouahab Khelifati

Adrian Hänni

Qian Liu

Manfred Hauswirth

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series.

[BibT_eX]

[DOI]

Alberto Lerner

Zakhar Tymchenko

Proc. VLDB Endow., 2020

ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams.

[BibT_eX]

[DOI]

Zakhar Tymchenko

Proc. VLDB Endow., 2020

Scalable recovery of missing blocks in time series with high and low cross-correlations.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation.

[BibT_eX]

[DOI]

Jie Yang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019

RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series.

[BibT_eX]

[DOI]

Ying Zhang

Martin L. Kersten

Svetlin Stalinlov

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

DAOC: Stable Clustering of Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding.

[BibT_eX]

[DOI]

Abdelouahab Khelifati

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Online Anomaly Detection over Big Data Streams.

[BibT_eX]

[DOI]

Laura Rettig

Michal Piórkowski

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

2018

Clubmark: A Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

StaTIX - Statistical Type Inference on Linked Data.

[BibT_eX]

[DOI]

Soheil Roshankish

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe.

[BibT_eX]

[DOI]

CoRR, 2017

2016

ScienceWISE: Topic Modeling over Scientific Literature Networks.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Using Lowly Correlated Time Series to Recover Missing Values in Time Series: A Comparison Between SVD and CD.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2015

Online anomaly detection over Big Data streams.

[BibT_eX]

[DOI]

Laura Rettig

Michal Piórkowski

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Memory-efficient centroid decomposition for long time series.

[BibT_eX]

[DOI]

Johann Gamper

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Missing Value Imputation in Time Series Using Top-k Case Matching.

[BibT_eX]

[DOI]

Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, 2014

2012

Similarity of chemotherapy histories based on imputed values.

[BibT_eX]

[DOI]

Int. J. Medical Eng. Informatics, 2012

REBOM: Recovery of Blocks of Missing Values in Time Series.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Management of Data, 2012

2008

Incremental approach for Continuous k-Nearest Neighbours queries on road.

[BibT_eX]

[DOI]