Fida Dankar

Orcid: 0000-0002-1248-3295

Affiliations:
  • United Arab Emirates University, Al Ain, UAE
  • IBM, Toronto, Canada (former)
  • Sidra Medical and Research Center, Doha, Qatar (former)


According to our database1, Fida Dankar authored at least 23 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Machine Learning Data-Driven Residential Load Multi-Level Forecasting With Univariate and Multivariate Time Series Models Toward Sustainable Smart Homes.
IEEE Access, 2024

2023
Practices and challenges in clinical data sharing.
CoRR, 2023

2022
A Multi-Dimensional Evaluation of Synthetic Data Generators.
IEEE Access, 2022

Using Synthetic Data to Reduce Model Convergence Time in Federated Learning.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021
Data privacy through participant empowerment.
Nat. Comput. Sci., 2021

Privacy-Preserving ID3 Algorithms: A Comparison.
Proceedings of the 12th IEEE Annual Ubiquitous Computing, 2021

2020
A Layered Blockchain Framework for Healthcare and Genomics.
Proceedings of the IEEE International Conference on Smart Computing, 2020

2018
A Risk-aware Access Control Model for Biomedical Research Platforms.
Proceedings of the 4th International Conference on Information Systems Security and Privacy, 2018

2017
A risk-based framework for biomedical data sharing.
J. Biomed. Informatics, 2017

2016
Using Robust Estimation Theory to Design Efficient Secure Multiparty Linear Regression.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

2015
Privacy Preserving Linear Regression on Distributed Databases.
Trans. Data Priv., 2015

A Theoretical Multi-level Privacy Protection Framework for Biomedical Data Warehouses.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

2014
Efficient Private Information Retrieval for Geographical Aggregation.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Secure Multi-Party linear Regression.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013
Practicing Differential Privacy in Health Care: A Review.
Trans. Data Priv., 2013

Evaluating the risk of patient re-identification from adverse drug event reports.
BMC Medical Informatics Decis. Mak., 2013

A theoretical model for obfuscating web navigation trails.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012
Estimating the re-identification risk of clinical data sets.
BMC Medical Informatics Decis. Mak., 2012

The application of differential privacy to health data.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

2011
De-identifying a public use microdata file from the Canadian national discharge abstract database.
BMC Medical Informatics Decis. Mak., 2011

2010
A method for evaluating marketer re-identification risk.
Proceedings of the 2010 EDBT/ICDT Workshops, Lausanne, Switzerland, March 22-26, 2010, 2010

2009
Research Paper: A Globally Optimal k-Anonymity Method for the De-Identification of Health Data.
J. Am. Medical Informatics Assoc., 2009

2008
Research Paper: Protecting Privacy Using k-Anonymity.
J. Am. Medical Informatics Assoc., 2008


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