Sherif Sakr
Orcid: 0000-0002-2503-523XAffiliations:
- University of Tartu, Tartu, Estonia
- University of New South Wales, Sydney, Australia
According to our database1,
Sherif Sakr
authored at least 170 papers
between 2004 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on scopus.com
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on linkedin.com
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on cs.ut.ee
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2025
To tune or not to tune? An approach for recommending important hyperparameters for classification and clustering algorithms.
Future Gener. Comput. Syst., 2025
2024
AutoMLBench: A comprehensive experimental evaluation of automated machine learning frameworks.
Expert Syst. Appl., 2024
2022
Inf. Syst., 2022
AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks.
CoRR, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
cSmartML-Glassbox: Increasing Transparency and Controllability in Automated Clustering.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
J. Intell. Inf. Syst., 2021
CoRR, 2021
Clust. Comput., 2021
Interpretability in healthcare: A comparative study of local machine learning interpretability techniques.
Comput. Intell., 2021
Commun. ACM, 2021
Proceedings of the 24th International Conference on Extending Database Technology, 2021
The impact of Auto-Sklearn's Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
cSmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Clustering.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Comput. Commun., 2020
Towards making sense of Spark-SQL performance for processing vast distributed RDF datasets.
Proceedings of The International Workshop on Semantic Big Data, 2020
Proceedings of the Semantic Web - ISWC 2020, 2020
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020
Proceedings of the Web Engineering - 20th International Conference, 2020
Proceedings of the 2nd International Conference on Process Mining, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
DISGD: A Distributed Shared-nothing Matrix Factorization for Large Scale Online Recommender Systems.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020
AutoDLCon: An Approach for Controlling the Automated Tuning for Deep Learning Networks.
Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020
Springer, ISBN: 978-3-030-44186-9, 2020
2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
BMC Medical Informatics Decis. Mak., 2019
Editorial for Special issue of FGCS special issue on "Benchmarking big data systems".
Future Gener. Comput. Syst., 2019
Comput. Methods Programs Biomed., 2019
Correction to: Runtime self-monitoring approach of business process compliance in cloud environments.
Clust. Comput., 2019
Proceedings of the QuWeDa 2019: 3rd Workshop on Querying and Benchmarking the Web of Data co-located with 18th International Semantic Web Conference (ISWC 2019), 2019
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
Proceedings of the Advances in Database Technology, 2019
SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms.
Proceedings of the Advances in Database Technology, 2019
Adaptive Watermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams.
Proceedings of the Advances in Database Technology, 2019
Proceedings of the Big Data Management and Analytics - 9th European Summer School, 2019
Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Proceedings of the Advanced Information Systems Engineering, 2019
Proceedings of the 2019 IEEE International Congress on Big Data, 2019
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019
ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision.
Proceedings of the Advances in Databases and Information Systems, 2019
2018
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds.
IEEE Trans. Parallel Distributed Syst., 2018
Correction To: Large scale graph processing systems: survey and an experimental evaluation.
Clust. Comput., 2018
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service.
Big Data Res., 2018
Editorial for Special Issue of Journal of Big Data Research on "Big Medical/Healthcare Data Analytics".
Big Data Res., 2018
IEEE Access, 2018
Predictive Model for the Incidence of Hyperkalemia for Congestive Heart Failure Patients on Spironolactone.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Springer, ISBN: 978-3-319-73514-6, 2018
2017
Serv. Oriented Comput. Appl., 2017
Comparison of machine learning techniques to predict all-cause mortality using fitness data: the Henry ford exercIse testing (FIT) project.
BMC Medical Informatics Decis. Mak., 2017
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service.
CoRR, 2017
HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud.
CoRR, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
Proceedings of the Handbook of Big Data Technologies, 2017
Proceedings of the Handbook of Big Data Technologies, 2017
Proceedings of the Handbook of Big Data Technologies, 2017
2016
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-38776-5, 2016
IEEE Softw., 2016
Big Data Res., 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Springer, ISBN: 978-3-319-47431-1, 2016
Springer, ISBN: 978-3-319-25037-3, 2016
2015
IEEE Trans. Serv. Comput., 2015
Proc. VLDB Endow., 2015
EAI Endorsed Trans. Ind. Networks Intell. Syst., 2015
Clust. Comput., 2015
Runtime self-monitoring approach of business process compliance in cloud environments.
Clust. Comput., 2015
Runtime detection of business process compliance violations: an approach based on anti patterns.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Liquid Benchmarking: A Platform for Democratizing the Performance Evaluation Process.
Proceedings of the 18th International Conference on Extending Database Technology, 2015
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the Databases Theory and Applications, 2015
2014
Clust. Comput., 2014
Proceedings of the Web Information Systems and Technologies, 2014
Proceedings of the Performance Characterization and Benchmarking. Traditional to Big Data, 2014
Proceedings of the Performance Characterization and Benchmarking. Traditional to Big Data, 2014
Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014
Proceedings of the Large Scale and Big Data - Processing and Management., 2014
Proceedings of the Large Scale and Big Data - Processing and Management., 2014
CloudDB AutoAdmin: A Consumer-Centric Framework for SLA Management of Virtualized Database Servers.
Proceedings of the Large Scale and Big Data - Processing and Management., 2014
Proceedings of the Large Scale and Big Data - Processing and Management., 2014
2013
ACM Comput. Surv., 2013
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013
Towards Comprehensive Measurement of Consistency Guarantees for Cloud-Hosted Data Storage Services.
Proceedings of the Performance Characterization and Benchmarking, 2013
Proceedings of the IEEE Ninth World Congress on Services, 2013
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013
2012
Scientometrics, 2012
On understanding the economics and elasticity challenges of deploying business applications on public cloud infrastructure.
J. Internet Serv. Appl., 2012
Int. J. Web Inf. Syst., 2012
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012
An architecture framework for application-managed scaling of cloud-hosted relational databases.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Business Process Management Workshops, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
2011
Int. J. Bus. Process. Integr. Manag., 2011
IEEE Commun. Surv. Tutorials, 2011
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011
Proceedings of the IEEE International Conference on Web Services, 2011
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Conceptual Modeling - ER 2011, 30th International Conference, 2011
Proceedings of the Demo Track of the Nineth Conference on Business Process Management 2011, 2011
Proceedings of the Business Process Management - 9th International Conference, 2011
One Size Does Not Fit All: A Group-Based Service Selection for Web-Based Business Processes.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011
Proceedings of the IEEE International Conference on Services Computing, 2011
Proceedings of the Graph Data Management: Techniques and Applications., 2011
2010
J. Comput. Sci. Technol., 2010
Towards a comprehensive assessment for selectivity estimation approaches of XML queries.
Int. J. Web Eng. Technol., 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010
Liquid Benchmarks: Towards an Online Platform for Collaborative Assessment of Computer Science Research Results.
Proceedings of the Performance Evaluation, Measurement and Characterization of Complex Systems, 2010
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the Business Process Management Workshops, 2010
2009
Proceedings of the Information Systems: Modeling, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Database Systems for Advanced Applications, 2009
GraphREL: A Decomposition-Based and Selectivity-Aware Relational Framework for Processing Sub-graph Queries.
Proceedings of the Database Systems for Advanced Applications, 2009
2008
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008
2007
PhD thesis, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the «UML» 2004, 2004