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S

Sherif Sakr

Australian National University

38H-index
643Paper Count
6.8KCitation Count
Published Papers 42
Publication Date
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To tune or not to tune? An approach for recommending important hyperparameters for classification and clustering algorithms
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-02-01
err0
PREAI
errEl Shawi, Radwa; Bahman, Mohamadjavad; Sakr, Sherif
errShare
errSave
AutoMLBench: A comprehensive experimental evaluation of automated machine learning frameworks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-06-01
err3
errOAAI
errEldeeb, Hassan; Maher, Mohamed; Elshawi, Radwa; Sakr, Sherif
errShare
errSave
FIT calculator: a multi-risk prediction framework for medical outcomes using cardiorespiratory fitness data
errSCIENTIFIC REPORTS
IF3.9
err2024-04-16
err1
errOAAI
errElshawi, Radwa; Sakr, Sherif; Al-Mallah, Mouaz H.; Keteyian, Steven J.; Brawner, Clinton A.; Ehrman, Jonathan K.
errShare
errSave
An interpretable semi-supervised framework for patch-based classification of breast cancer
errSCIENTIFIC REPORTS
IF3.9
err2022-10-06
err6
errOAAI
errEl Shawi, Radwa; Kilanava, Khatia; Sakr, Sherif
errShare
errSave
D2IA: User-defined interval analytics on distributed streams
errenterprise information systems
IF3.4
err2022-02-01
err5
errOAAI
errAwad, Ahmed; Tommasini, Riccardo; Langhi, Samuele; Kamel, Mahmoud; Della Valle, Emanuele; Sakr, Sherif
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errSave
Exploiting time series of Sentinel-1 and Sentinel-2 to detect grassland mowing events using deep learning with reject region
errSCIENTIFIC REPORTS
IF3.9
err2022-01-19
err24
errOAAI
errKomisarenko, Viacheslav; Voormansik, Kaupo; Elshawi, Radwa; Sakr, Sherif
errShare
errSave
The Future Is Big Graphs: A Community View on Graph Processing Systems
errCOMMUNICATIONS OF THE ACM
IF12.2
err2021-08-24
err82
errOAAI
errSakr, Sherif; Bonifati, Angela; Voigt, Hannes; Iosup, Alexandru
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errSave
DLBench: a comprehensive experimental evaluation of deep learning frameworks
errCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
IF4.1
err2021-02-07
err35
errOAAI
errElshawi, Radwa; Wahab, Abdul; Barnawi, Ahmed; Sakr, Sherif
errShare
errSave
Cardiorespiratory Fitness and Incident Stroke Types: The FIT (Henry Ford Exercise Testing) Project
errMAYO CLINIC PROCEEDINGS
IF6.7
err2020-07-01
err8
PREAI
errAl Rifai, Mahmoud; Blaha, Michael J.; Ahmed, Amjad; Almasoudi, Fatimah; Johansen, Michelle C.; Qureshi, Waqas; Sakr, Sherif; Virani, Salim S.; Brawner, Clinton A.; Ehrman, Jonathan K.; Keteyian, Steven J.; Al-Mallah, Mouaz H.
errShare
errSave
Graph Generators: State of the Art and Open Challenges
errACM COMPUTING SURVEYS
IF28
err2020-04-17
err27
errOAAI
errBonifati, Angela; Holubova, Irena; Prat-Perez, Arnau; Sakr, Sherif
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errSave
Artificial intelligence for plaque characterization: A scientific exercise looking for a clinical application
errATHEROSCLEROSIS
IF5.7
err2019-09-01
err4
PREAI
errAl-Mallah, Mouaz H.; Sakr, Sherif
errShare
errSave
Predictors of in-hospital length of stay among cardiac patients: A machine learning approach
errINTERNATIONAL JOURNAL OF CARDIOLOGY
IF3.2
err2019-08-01
err99
PREAI
errDaghistani, Tahani A.; Elshawi, Radwa; Sakr, Sherif; Ahmed, Amjad M.; Al-Thwayee, Abdullah; Al-Mallah, Mouaz H.
errShare
errSave
On the interpretability of machine learning-based model for predicting hypertension
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2019-07-29
err172
errOAAI
errElshawi, Radwa; Al-Mallah, Mouaz H.; Sakr, Sherif
errShare
errSave
Editorial for Special issue of FGCS special issue on Benchmarking big data systems
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2019-07-01
err0
PREAI
errSakr, Sherif; Zomaya, Albert; Vasilakos, Athanasios V.
errShare
errSave
Big SQL systems: an experimental evaluation
errCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
IF4.1
err2019-02-11
err4
PREAI
errAluko, Victor; Sakr, Sherif
errShare
errSave
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service
errBIG DATA RESEARCH
IF4.2
err2018-12-01
err63
errOAAI
errElshawi, Radwa; Sakr, Sherif; Talia, Domenico; Trunfio, Paolo
errShare
errSave
RDF Data Storage andQuery Processing Schemes: A Survey
errACM COMPUTING SURVEYS
IF28
err2018-09-06
err67
PREAI
errWylot, Marcin; Hauswirth, Manfred; Cudre-Mauroux, Philippe; Sakr, Sherif
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errSave
Editorial for Special Issue of Journal of Big Data Research on Big Medical/Healthcare Data Analytics
errBIG DATA RESEARCH
IF4.2
err2018-09-01
err1
PREAI
errSakr, Sherif; Zomaya, Albert
errShare
errSave
HDM: A Composable Framework for Big Data Processing
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2018-06-01
err8
PREAI
errWu, Dongyao; Zhu, Liming; Lu, Qinghua; Sakr, Sherif
errShare
errSave
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2018-06-01
err15
errOAAI
errWu, Huijun; Wang, Chen; Fu, Yinjin; Sakr, Sherif; Lu, Kai; Zhu, Liming
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wil M. P. van der Aalst
H-index: 145 · Papers: 1.7K
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
M
Michael J. Blaha
H-index: 111 · Papers: 1.3K
S
Salim S. Virani
H-index: 91 · Papers: 1.2K
M
Mouaz H. Al‐Mallah
H-index: 76 · Papers: 922
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