Khaled El Emam

114 papers A* 6A 6B 2Misc 1Journal 78Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Consensus Privacy Metrics Framework for Synthetic Data.
CoRR
Lisa Pilgram, Fida K. Dankar, Jörg Drechsler, Mark Elliot, Josep Domingo-Ferrer, Paul Francis, Murat Kantarcioglu, Linglong Kong, Bradley A. Malin, Krishnamurty Muralidhar, Puja Myles, Fabian Prasser, Jean Louis Raisaro, Chao Yan, Khaled El Emam
2025 J jnl
A consensus privacy metrics framework for synthetic data.
Patterns
Lisa Pilgram, Fida Kamal Dankar, Jörg Drechsler, Mark Elliot, Josep Domingo-Ferrer, Paul Francis, Murat Kantarcioglu, Linglong Kong, Bradley A. Malin, Krishnamurty Muralidhar, Puja Myles, Fabian Prasser, Jean Louis Raisaro, Chao Yan, Khaled El Emam
2025 J jnl
AI for pRedicting Exacerbations in KIDs with aSthma (AIRE-KIDS).
CoRR
Hui-Lee Ooi, Nicholas Mitsakakis, Margerie Huet Dastarac, Roger Zemek, Amy C. Plint, Jeff Gilchrist, Khaled El Emam, Dhenuka Radhakrishnan
2025 J jnl
An assessment of synthetic data generation, use and disclosure under Canadian privacy regulations.
AI Ethics
Lisa Pilgram, Anita Fineberg, Elizabeth Jonker, Khaled El Emam
2025 J jnl
Augmenting small tabular health data for training prognostic ensemble machine learning models using generative models.
BMC Medical Informatics Decis. Mak.
Dan Liu, Samer El Kababji, Nicholas Mitsakakis, Lisa Pilgram, Thomas Walters, Mark Clemons, Gregory R. Pond, Alaa El-Hussuna, Khaled El Emam
2025 J jnl
Crossing borders securely: synthetic data and federated networks for privacy-preserving access to real-world data and emerging use cases.
npj Digit. Medicine
Echo H. Wang, Puja Myles, Randi Foraker, Sengwee Toh, Lucy Mosquera, Khaled El Emam, Mehmet Burcu
2025 J jnl
Protecting patient privacy in tabular synthetic health data: a regulatory perspective.
npj Digit. Medicine
Lisa Pilgram, Haksoo Ko, Adeline Tung, Khaled El Emam
2025 J jnl
Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical data.
J. Am. Medical Informatics Assoc.
Lisa Pilgram, Samer El Kababji, Dan Liu, Khaled El Emam
2025 J jnl
Synthetic Data Generation for Augmenting Small Samples.
CoRR
Dan Liu, Samer El Kababji, Nicholas Mitsakakis, Lisa Pilgram, Thomas Walters, Mark Clemons, Greg Pond, Alaa El-Hussuna, Khaled El Emam
2025 J jnl
Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer.
CoRR
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Hilton, Marie-France Savard, Andréanne Leblanc, Lois Sheperd, Bingshu E. Chen, John M. S. Bartlett, Karen J. Taylor, Jane Bayani, Sarah L. Barker, Melanie Spears, Cornelis J. H. van der Velde, Elma Meershoek-Klein Kranenbarg, Luc Dirix, Elizabeth Mallon, Annette Hasenburg, Christos Markopoulos, Lamin Juwara, Fida K. Dankar, Mark Clemons, Khaled El Emam
2024 J jnl
An evaluation of synthetic data augmentation for mitigating covariate bias in health data.
Patterns
Lamin Juwara, Alaa El-Hussuna, Khaled El Emam
2022 J jnl
Algorithms to anonymize structured medical and healthcare data: A systematic review.
Frontiers Bioinform.
Ali Sepas, Ali Haider Bangash, Omar Alraoui, Khaled El Emam, Alaa El-Hussuna
2022 J jnl
The Practices and Challenges of Generating Nonidentifiable Data.
IEEE Secur. Priv.
Adam Kardash, Suzanne Morin, Khaled El Emam
2021 J jnl
A Review of the Privacy-Enhancing Technologies Software Market.
IEEE Secur. Priv.
Jules Polonetsky, Tim Sparapani, Khaled El Emam
2021 J jnl
Optimizing the synthesis of clinical trial data using sequential trees.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Lucy Mosquera, Chaoyi Zheng
2020 J jnl
Seven Ways to Evaluate the Utility of Synthetic Data.
IEEE Secur. Priv.
Khaled El Emam
2018 J jnl
Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data.
Frontiers Neuroinformatics
Anthony L. Vaccarino, Moyez Dharsee, Stephen C. Strother, Don Aldridge, Stephen R. Arnott, Brendan Behan, Costas Dafnas, Fan Dong, Kenneth Edgecombe, Rachad El-Badrawi, Khaled El Emam, Tom Gee, Susan G. Evans, Mojib Javadi, Francis Jeanson, Shannon Lefaivre, Kristen Lutz, F. Chris MacPhee, Jordan Mikkelsen, Tom Mikkelsen, Nicholas Mirotchnick, Tanya Schmah, Christa M. Studzinski, Donald T. Stuss, Elizabeth Theriault, Kenneth R. Evans
2017 J jnl
Geospatial cryptography: enabling researchers to access private, spatially referenced, human subjects data for cancer control and prevention.
J. Geogr. Syst.
Geoffrey M. Jacquez, Aleksander Essex, Andrew Curtis, Betsy Kohler, Recinda Sherman, Khaled El Emam, Chen Shi, Andy Kaufmann, Linda Beale, Thomas W. Cusick, Daniel W. Goldberg, Pierre Goovaerts
2016 J jnl
A unified framework for evaluating the risk of re-identification of text de-identification tools.
J. Biomed. Informatics
Martin Scaiano, Grant Middleton, Luk Arbuckle, Varada Kolhatkar, Liam Peyton, Moira Dowling, Debbie S. Gipson, Khaled El Emam
2016 J jnl
Medical Data Privacy Handbook, A. Gkoulalas-Divanis, G. Loukides. Springer International Publishing, Switzerland (2015) 832 pp., ISBN: 978-3-319-23633-9.
J. Biomed. Informatics
Khaled El Emam
2015 J jnl
A privacy preserving protocol for tracking participants in phase I clinical trials.
J. Biomed. Informatics
Khaled El Emam, Hanna Farah, Saeed Samet, Aleksander Essex, Elizabeth Jonker, Murat Kantarcioglu, Craig Earle
2015 — conf
Common Length Name Representation: An Efficient Privacy-Preserving Scheme.
TELERISE@ICSE
Hanna Farah, Daniel Amyot, Khaled El Emam
2015 — conf
Efficient Privacy-Preserving Identity Scheme for Electronic Validation of Phase 1 Clinical Trials.
MCETECH
Hanna Farah, Daniel Amyot, Khaled El Emam
2014 B conf
A Tool for Simple and Efficient Clinical Protocol Evaluation.
CBMS
Hanna Farah, Daniel Amyot, Khaled El Emam
2014 — conf
Efficient Private Information Retrieval for Geographical Aggregation.
EUSPN/ICTH
Fida Kamal Dankar, Khaled El Emam, Stan Matwin
2014 B conf
Real-World Data Set Parameters and Synthesization for Matching Identity in Clinical Protocols.
CBMS
Hanna Farah, Daniel Amyot, Khaled El Emam
2013 J jnl
A secure distributed logistic regression protocol for the detection of rare adverse drug events.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Saeed Samet, Luk Arbuckle, Robyn Tamblyn, Craig Earle, Murat Kantarcioglu
2013 — conf
A theoretical model for obfuscating web navigation trails.
EDBT/ICDT Workshops
Fida Kamal Dankar, Khaled El Emam
2013 Misc conf
Authorship Attribution in Health Forums.
RANLP
Victoria Bobicev, Marina Sokolova, Khaled El Emam, Stan Matwin
2013 J jnl
Biomedical data privacy: problems, perspectives, and recent advances.
J. Am. Medical Informatics Assoc.
Bradley A. Malin, Khaled El Emam, Christine M. O'Keefe
2013 J jnl
Evaluating the risk of patient re-identification from adverse drug event reports.
BMC Medical Informatics Decis. Mak.
Khaled El Emam, Fida Kamal Dankar, Angelica Neisa, Elizabeth Jonker
2013 J jnl
Practicing Differential Privacy in Health Care: A Review.
Trans. Data Priv.
Fida Kamal Dankar, Khaled El Emam
2012 J jnl
Estimating the re-identification risk of clinical data sets.
BMC Medical Informatics Decis. Mak.
Fida Kamal Dankar, Khaled El Emam, Angelica Neisa, Tyson Roffey
2012 — conf
The application of differential privacy to health data.
EDBT/ICDT Workshops
Fida Kamal Dankar, Khaled El Emam
2011 J jnl
A secure protocol for protecting the identity of providers when disclosing data for disease surveillance.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Jun Hu, Jay Mercer, Liam Peyton, Murat Kantarcioglu, Bradley A. Malin, David L. Buckeridge, Saeed Samet, Craig Earle
2011 J jnl
De-identifying a public use microdata file from the Canadian national discharge abstract database.
BMC Medical Informatics Decis. Mak.
Khaled El Emam, David Paton, Fida Kamal Dankar, Günes Koru
2011 J jnl
The re-identification risk of Canadians from longitudinal demographics.
BMC Medical Informatics Decis. Mak.
Khaled El Emam, David L. Buckeridge, Robyn Tamblyn, Angelica Neisa, Elizabeth Jonker, Aman Verma
2010 — conf
A method for evaluating marketer re-identification risk.
EDBT/ICDT Workshops
Fida Kamal Dankar, Khaled El Emam
2010 J jnl
A method for managing re-identification risk from small geographic areas in Canada.
BMC Medical Informatics Decis. Mak.
Khaled El Emam, Ann Brown, Philip AbdelMalik, Angelica Neisa, Mark Walker, Jim Bottomley, Tyson Roffey
2010 — conf
Evaluation of Rare Event Detection.
Canadian AI
Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, Elizabeth Jonker
2010 J jnl
Risk-Based De-Identification of Health Data.
IEEE Secur. Priv.
Khaled El Emam
2010 J jnl
Testing the theory of relative defect proneness for closed-source software.
Empir. Softw. Eng.
Günes Koru, Hongfang Liu, Dongsong Zhang, Khaled El Emam
2010 J jnl
The Theory of Relative Dependency: Higher Coupling Concentration in Smaller Modules.
IEEE Softw.
Akif Günes Koru, Khaled El Emam
2010 J jnl
The inadvertent disclosure of personal health information through peer-to-peer file sharing programs.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Emilio Neri, Elizabeth Jonker, Marina Sokolova, Liam Peyton, Angelica Neisa, Teresa Scassa
2009 — conf
A tree-based approach to preserve the privacy of software engineering data and predictive models.
PROMISE
Yu Fu, Akif Günes Koru, Zhiyuan Chen, Khaled El Emam
2009 J jnl
An Investigation into the Functional Form of the Size-Defect Relationship for Software Modules.
IEEE Trans. Software Eng.
Akif Günes Koru, Dongsong Zhang, Khaled El Emam, Hongfang Liu
2009 J jnl
Model Formulation: Evaluating Predictors of Geographic Area Population Size Cut-offs to Manage Re-identification Risk.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Ann Brown, Philip AbdelMalik
2009 J jnl
Privacy Interests in Prescription Data, Part 2: Patient Privacy.
IEEE Secur. Priv.
Khaled El Emam, Patricia Kosseim
2009 J jnl
Privacy Interests in Prescription Data, Part I: Prescriber Privacy.
IEEE Secur. Priv.
Patricia Kosseim, Khaled El Emam
2009 J jnl
Research Paper: A Globally Optimal k-Anonymity Method for the De-Identification of Health Data.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Fida Kamal Dankar, Romeo Issa, Elizabeth Jonker, Daniel Amyot, Elise Cogo, Jean-Pierre Corriveau, Mark Walker, Sadrul Chowdhury, Regis Vaillancourt, Tyson Roffey, Jim Bottomley
2008 J jnl
A Replicated Survey of IT Software Project Failures.
IEEE Softw.
Khaled El Emam, Akif Günes Koru
2008 J jnl
Heuristics for De-identifying Health Data.
IEEE Secur. Priv.
Khaled El Emam
2008 J jnl
Research Paper: Protecting Privacy Using k-Anonymity.
J. Am. Medical Informatics Assoc.
Khaled El Emam, Fida Kamal Dankar
2008 J jnl
Theory of relative defect proneness.
Empir. Softw. Eng.
Akif Günes Koru, Khaled El Emam, Dongsong Zhang, Hongfang Liu, Divya Mathew
2007 J jnl
SPICE in retrospect: Developing a standard for process assessment.
J. Syst. Softw.
Terence P. Rout, Khaled El Emam, Mario Fusani, Dennis R. Goldenson, Ho-Won Jung
2006 — ch.
An Overview of Process Improvement in Small Settings.
Web Engineering
Khaled El Emam
2004 J jnl
Applications of statistics in software engineering.
J. Syst. Softw.
Khaled El Emam, Anita D. Carleton
2004 — conf
Third International Workshop on Empirical Evaluation of Agile Methods ("The Data Workshop").
XP/Agile Universe
Grigori Melnik, Khaled El Emam
2002 J jnl
Preliminary Guidelines for Empirical Research in Software Engineering.
IEEE Trans. Software Eng.
Barbara A. Kitchenham, Shari Lawrence Pfleeger, Lesley Pickard, Peter W. Jones, David C. Hoaglin, Khaled El Emam, Jarrett Rosenberg
2002 J jnl
The Optimal Class Size for Object-Oriented Software.
IEEE Trans. Software Eng.
Khaled El Emam, Saïda Benlarbi, Nishith Goel, Walcélio L. Melo, Hakim Lounis, Shesh N. Rai
2001 — conf
A Primer on Object-Oriented Measurement.
IEEE METRICS
Khaled El Emam
2001 J jnl
An Internally Replicated Quasi-Experimental Comparison of Checklist and Perspective-Based Reading of Code Documents.
IEEE Trans. Software Eng.
Oliver Laitenberger, Khaled El Emam, Thomas G. Harbich
2001 J jnl
An empirical evaluation of the ISO/IEC 15504 assessment model.
J. Syst. Softw.
Khaled El Emam, Ho-Won Jung
2001 J jnl
Comparing case-based reasoning classifiers for predicting high risk software components.
J. Syst. Softw.
Khaled El Emam, Saïda Benlarbi, Nishith Goel, Shesh N. Rai
2001 J jnl
Ethics and Open Source.
Empir. Softw. Eng.
Khaled El Emam
2001 J jnl
Evaluating Capture-Recapture Models with Two Inspectors.
IEEE Trans. Software Eng.
Khaled El Emam, Oliver Laitenberger
2001 J jnl
Findings from Phase 2 of the SPICE trials.
Softw. Process. Improv. Pract.
Ho-Won Jung, Robin Hunter, Dennis R. Goldenson, Khaled El Emam
2001 J jnl
Modelling the Likelihood of Software Process Improvement: An Exploratory Study.
Empir. Softw. Eng.
Khaled El Emam, Dennis R. Goldenson, James McCurley, James D. Herbsleb
2001 J jnl
Software Cost Estimation with Incomplete Data.
IEEE Trans. Software Eng.
Kevin Strike, Khaled El Emam, Nazim H. Madhavji
2001 J jnl
The Confounding Effect of Class Size on the Validity of Object-Oriented Metrics.
IEEE Trans. Software Eng.
Khaled El Emam, Saïda Benlarbi, Nishith Goel, Shesh N. Rai
2001 J jnl
The prediction of faulty classes using object-oriented design metrics.
J. Syst. Softw.
Khaled El Emam, Walcélio L. Melo, Javam C. Machado
2000 J jnl
A Comprehensive Evaluation of Capture-Recapture Models for Estimating Software Defect Content.
IEEE Trans. Software Eng.
Lionel C. Briand, Khaled El Emam, Bernd G. Freimut, Oliver Laitenberger
2000 J jnl
An empirical review of software process assessments.
Adv. Comput.
Khaled El Emam, Dennis R. Goldenson
2000 J jnl
An experimental comparison of reading techniques for defect detection in UML design documents.
J. Syst. Softw.
Oliver Laitenberger, Colin Atkinson, Maud Schlich, Khaled El Emam
2000 J jnl
Critical Factors Affecting Personal Software Processes.
IEEE Softw.
Xiamong Zhong, Nazim H. Madhavji, Khaled El Emam
2000 J jnl
Estimating the extent of standards use: the case of ISO/IEC 15504.
J. Syst. Softw.
Khaled El Emam, Iñigo Garro
2000 J jnl
The application of subjective estimates of effectiveness to controlling software inspections.
J. Syst. Softw.
Khaled El Emam, Oliver Laitenberger, Thomas G. Harbich
2000 A conf
Thresholds for Object-Oriented Measures.
ISSRE
Saïda Benlarbi, Khaled El Emam, Nishith Goel, Shesh N. Rai
2000 J jnl
Validating the ISO/IEC 15504 Measure of Software Requirements Analysis Process Capability.
IEEE Trans. Software Eng.
Khaled El Emam, Andreas Birk
2000 J jnl
Validating the ISO/IEC 15504 measures of software development process capability.
J. Syst. Softw.
Khaled El Emam, Andreas Birk
1999 A* conf
An Assessment and Comparison of Common Software Cost Estimation Modeling Techniques.
ICSE
Lionel C. Briand, Khaled El Emam, Dagmar Surmann, Isabella Wieczorek, Katrina Maxwell
1999 J jnl
Benchmarking Kappa: Interrater Agreement in Software Process Assessments.
Empir. Softw. Eng.
Khaled El Emam
1999 A* conf
Explaining the Cost of European Space and Military Projects.
ICSE
Lionel C. Briand, Khaled El Emam, Isabella Wieczorek
1999 — conf
Quantitative Modeling of Software Reviews in an Industrial Setting.
IEEE METRICS
Oliver Laitenberger, Marek Leszak, Dieter Stoll, Khaled El Emam
1998 A conf
A comparison and integration of capture-recapture models and the detection profile method.
ISSRE
Lionel C. Briand, Khaled El Emam, Bernd G. Freimut
1998 A* conf
COBRA: A Hybrid Method for Software Cost Estimation, Benchmarking, and Risk Assessment.
ICSE
Lionel C. Briand, Khaled El Emam, Frank Bomarius
1998 — conf
Cost Implications of Interrater Agreement for Software Process Assessments.
IEEE METRICS
Khaled El Emam, Jean-Martin Simon, Sonia Rousseau, Eric Jacquet
1998 J jnl
The Internal Consistencies of the 1987 SEI Maturity Questionnaire and the SPICE Capability Dimension.
Empir. Softw. Eng.
Pierfrancesco Fusaro, Khaled El Emam, Bob Smith
1998 — conf
The Internal Consistency of the ISO/IEC 15504 Software Process Capability Scale.
IEEE METRICS
Khaled El Emam
1998 — conf
The Predictive Validity Criterion for Evaluating Binary Classifiers.
IEEE METRICS
Khaled El Emam
1998 A conf
The repeatability of code defect classifications.
ISSRE
Khaled El Emam, Isabella Wieczorek
1998 A* conf
Using Simulation to Build Inspection Efficiency Benchmarks for Development Projects.
ICSE
Lionel C. Briand, Khaled El Emam, Oliver Laitenberger, Thomas Fussbroich
1997 — conf
Causal Analysis of the Requirements Change Process for a Large System.
ICSM
Khaled El Emam, Dirk Höltje, Nazim H. Madhavji
1997 A* conf
Characterizing and Modeling the Cost of Rework in a Library of Reusable Software Components.
ICSE
Victor R. Basili, Steven E. Condon, Khaled El Emam, Robert B. Hendrick, Walcélio L. Melo
1997 — conf
Evaluating the Interrater Agreement of Process Capability Ratings.
IEEE METRICS
Pierfrancesco Fusaro, Khaled El Emam, Bob Smith
1997 J jnl
Fraunhofer Institute for Experimental Software Engineering.
Softw. Process. Improv. Pract.
Khaled El Emam, Pierfrancesco Fusaro
1997 A conf
Quantitative evaluation of capture-recapture models to control software inspections.
ISSRE
Lionel C. Briand, Khaled El Emam, Bernd G. Freimut, Oliver Laitenberger
1997 J jnl
Reply to ''Comments to the Paper: Briand, El Emam, Morasca: On the Application of Measurement Theory in Software Engineering.
Empir. Softw. Eng.
Lionel C. Briand, Khaled El Emam, Sandro Morasca
1997 J jnl
The reliability of ISO/IEC PDTR 15504 assessments.
Softw. Process. Improv. Pract.
Jean-Martin Simon, Khaled El Emam, Sonia Rousseau, Eric Jacquet, Frederic Babey
1996 J jnl
An Empirical Evaluation of the Prospective International SPICE Standard.
Softw. Process. Improv. Pract.
Khaled El Emam, Dennis R. Goldenson
1996 J jnl
An instrument for measuring the success of the requirements engineering process in information systems development.
Empir. Softw. Eng.
Khaled El Emam, Nazim H. Madhavji
1996 J jnl
Assessor agreement in rating SPICE processes.
Softw. Process. Improv. Pract.
Khaled El Emam, Lionel C. Briand, Robert Smith
1996 J jnl
Centre de Recherche Informatique de Montreal.
Softw. Process. Improv. Pract.
Khaled El Emam, Barry Shostak, Nazim H. Madhavji
1996 J jnl
Does Organizational Maturity Improve Quality?
IEEE Softw.
Khaled El Emam, Nazim H. Madhavji
1996 J jnl
On the application of measurement theory in software engineering.
Empir. Softw. Eng.
Lionel C. Briand, Khaled El Emam, Sandro Morasca
1996 J jnl
Software Engineering R&D group at CRIM.
Softw. Process. Improv. Pract.
Lionel C. Briand, Khaled El Emam
1996 J jnl
User Participation in the Requirements Engineering Process: An Empirical Study.
Requir. Eng.
Khaled El Emam, Soizic Quintin, Nazim H. Madhavji
1995 A conf
A field study of requirements engineering practices in information systems development.
RE
Khaled El Emam, Nazim H. Madhavji
1995 — conf
Customising Software Process Models.
EWSPT
Graciela Pérez, Khaled El Emam, Nazim H. Madhavji
1995 A conf
Measuring the success of requirements engineering processes.
RE
Khaled El Emam, Nazim H. Madhavji
1993 A* conf
A Comprehensive Process Model for Studying Software Process Papers.
ICSE
Rudolf K. Keller, Richard Lajoie, Nazim H. Madhavji, Tilmann F. W. Bruckhaus, Kamel Toubache, Won-Kook Hong, Khaled El Emam
1993 — conf
An empirical evaluation of the G/Q/M method.
CASCON
Khaled El Emam, Nadir Moukheiber, Nazim H. Madhavji
1993 — conf
Empirically Driven Improvement of Generic Process Models.
ISPW
Khaled El Emam, Nazim H. Madhavji, Kamel Toubache
1992 — conf
Quantitative Measurements based on Process and Context Models.
Experimental Software Engineering Issues
Nazim H. Madhavji, John E. Botsford, Tilmann F. W. Bruckhaus, Khaled El Emam