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Peer Reviewed Journal/Magazine Articles | 1. | K. El Emam, L. Arbuckle, G. Koru, L. Gaudette, E. Neri, S. Rose, J. Howard, J. Gluck: “De-Identification Methods for Open Health Data: The Case of the Heritage Health Prize Claims Data Set.” In Journal of Medical Internet Research, Volume/Issue TBD. doi:10.2196/jmir.2001, 2012. | | 2. | K. El Emam, E. Jonker, L. Arbuckle, B. Malin: “A Systematic Review of Re-identification Attacks on Health Data.” In PLoS ONE 6(12): e28071. doi:10.1371/journal.pone.0028071, 2011.  | | 3. | K. El Emam, D. Paton, F. Dankar, G. Koru: “De-identifying a Public Use Microdata File from the Canadian National Discharge Abstract Database.” In BMC Medical Informatics and Decision Making 2011, 11:53, DOI:10.1186/1472-6947-11-53, 2011. | | 4. | K. El Emam, D. Buckeridge, R. Tamblyn, A. Neisa, E. Jonker, A. Verma: “The Re-identification Risk of Canadians from Longitudinal Demographics.” In BMC Medical Informatics and Decision Making 2011, 11:46, DOI:10.1186/1472-6947-11-46, 2011. | | 5. | K. El Emam, J. Mercer, K. Moreau, I. Grava-Gubins, D. Buckeridge, E. Jonker: “Physician Privacy Concerns when Disclosing Patient Data for Public Health Purposes During a Pandemic Influenza Outbreak.” In BMC Public Health 2011, 11:454, DOI:10.1186/1471-2458-11-454, 2011. | | 6. | K. El Emam: “Methods for the de-identification of electronic health records for genomic research.” In Genome Medicine, 3:25, DOI:10.1186/gm239, 2011. | | 7. | K. El Emam, J. Hu, J. Mercer, L. Peyton, M. Kantarcioglu, B. Malin, D. Buckeridge, S. Samet, C. Earle: “A Secure Protocol for Protecting the Identity of Providers When Disclosing Data for Disease Surveillance.” In the Journal of the American Medical Informatics Association, 18:212-217, DOI:10.1136/amiajnl-2011-000100, 2011. | | 8. | M. Sokolova and G. Lapalme: “Learning opinions in user-generated Web content” In Journal of Natural Language Engineering, DOI: 10.1017/S135132491100012X, 2011. | | 9. | K. El Emam, K. Moreau, E. Jonker: “How Strong are Passwords Used to Protect Personal Health Information in Clinical Trials?” In the Journal of Medical Internet Research, 13(1):e18, 2011. | | 10. | K. El Emam: “Risk-based health data de-identification” In IEEE Security and Privacy, 8(3):64-67, 2010. | | 11. | M. Sokolova and G. Lapalme: “How much do we say? Using informativeness of negotiation records for early prediction of negotiation outcomes.” In Group Decision and Negotiation,Springer, in press, DOI: 10.1007/s10726-010-9211-9, 2010. | | 12. | K. El Emam, A. Brown, P. AbdelMalik, A. Neisa, M. Walker, J. Bottomley, and T. Roffey: “A method for managing re-identification risk from small geographic areas in Canada” In BMC Medical Informatics and Decision Making, 10(18), 2010. | | 13. | G. Koru, H. Liu, D. Zhang, and K. El Emam: “Testing the Theory of Relative Defect Proneness for Closed-Source Software” In Empirical Software Engineering, 15(6):577-598, 2010. | | 14. | K. El Emam, E. Neri, E. Jonker, M. Sokolova, L. Peyton, A. Neisa, T. Scasa: “The inadvertent disclosure of personal health information through peer-to-peer file sharing programs” In Journal of the American Medical Informatics Association, 17(2):148-158, 2010. | | 15. | Birney et al.: “Prepublication data sharing.” In Nature, 461(10):168-170, 2009. | | 16. | G. Koru and K. El Emam: “Theory of Relative Dependency: Higher Coupling Concentration in Smaller Modules and its Implications for Software Refactoring and Quality.” In IEEE Software, 27(2):81-89., 2010. | | 17. | K. El Emam, F. Dankar, R. Issa, E. Jonker, D. Amyot, E. Cogo, J-P. Corriveau, M. Walker, S. Chowdhury, R. Vaillancourt, T. Roffey, J. Bottomley: “A Globally Optimal k-Anonymity Method for the De-identification of Health Data .” In Journal of the American Medical Informatics Association, 16(5):670-682, 2009. | | 18. | M. Sokolova and G. Lapalme: “A Systematic Analysis of Performance Measures for Classification Tasks.” In Information Processing & Management, 45:427-437, 2009. | | 19. | K. El Emam and P. Kosseim: “Privacy interests in prescription data. Part 2: Patient privacy.” In IEEE Security and Privacy, March/April, 7(2):75-78, 2009. | | 20. | K. El Emam, E. Jonker, M. Sampson, K. Krleza-Jeric, A. Neisa: “The Use of Electronic Data Capture Tools in Clinical Trials: Web-Survey of 259 Canadian Trials.” In Journal of Medical Internet Research, 11(1):e8, 2009. | | 21. | P. Kosseim and K. El Emam: “Privacy interests in prescription data. Part 1: Prescriber privacy.” In IEEE Security and Privacy, January/February, 7(1):72-76, 2009. | | 22. | K. El Emam, F. Dankar, R. Vaillancourt, T. Roffey, and M. Lysyk: “Evaluating Patient Re-identification Risk from Hospital Prescription Records.” In the Canadian Journal of Hospital Pharmacy, 62(4):307-319, 2009. | | 23. | K. El Emam, A. Brown, and P. AbdelMalik: “Evaluating predictors of geographic area population size cutoffs to manage re-identification risk.” In Journal of the American Medical Informatics Association, March/April, 16(2):256-266, 2009. | | 24. | A.G. Koru, K. El Emam, D. Zhang, and H. Liu: “An Investigation into the Functional Form of the
Size-Defect Relationship for Software Modules.” In IEEE Transactions on Software Engineering, 35(2):293-304, 2009. | | 25. | K. El Emam: “Heuristics for de-identifying health data.” In IEEE Security and Privacy, July/August, 6(4):58-61, 2008. | | 26. | A.G. Koru, K. El Emam, D. Zhang, H. Liu, and D. Mathew: “Theory of relative defect proneness: Replicated studies on the functional form of the size-defect relationship for software modules.” In Empirical Software Engineering Journal, 13(5):473-498, 2008. | | 27. | K. El Emam, and F. Dankar: “Protecting privacy using k-anonymity.” In the Journal of the American Medical Informatics Association, September/October, 15:627-637, 2008. | | 28. | K. Murto, G. Bryson, I. Abushahwan, J. King, D. Moher, K. El Emam, and W. Splinter: “Parents are reluctant to use technological means of communication in pediatric day care.” In Canadian Journal of Anesthesia, 55(4):214-222, 2008. | | 29. | K. El Emam and G. Koru: “A Replicated Survey of IT Software Project Failures.” In IEEE Software, September/October, 25(5):84-90, 2008. | | 30. | M. Sokolova, and S. Szpakowicz: “Strategies and Language Trends in Learning Success and Failure
of Negotiation.” In Group Decision and Negotiation, 16, p.p. 469–484, 2007. | | 31. | K. El Emam, E. Neri, and E. Jonker: “An Evaluation of Personal Health Information Remnants in Second Hand Personal Computer Disk Drives.” In Journal of Medical Internet Research, 9(3):e24, September 2007. | | 32. | G. Koru, K. El Emam, A. Neisa, and M. Umarji: “A web survey of quality assurance practices in biomedical open-source software projects.” In Journal of Medical Internet Research, 9(2):e8, May 2007. | | 33. | T. Rout, K. El Emam, M. Fusani, D. Goldenson, and H-W Jung: “SPICE in retrospect: Developing a standard for process assessment.” In the Journal of Systems and Software, 80(9):1483-1493, September, 2007. | | 34. | K. El Emam, S. Jabbouri, S. Sams, Y. Drouet, M. Power: “Evaluating common de-identification heuristics for personal health information.” In Journal of Medical Internet Research, 2006;8(4):e28, November 2006. | | 35. | K. El Emam: “Deploying mobile devices in CTs: Part two.” In Applied Clinical Trials, November 2006. | | 36. | K. El Emam: “Deploying mobile devices in CTs: Part one.” In Applied Clinical Trials, October 2006. | | 37. | K. El Emam: “Preserving privacy of participants’ personal data.” In Good Clinical Practice Journal, pp. 11-15, September 2006. | | 38. | M. Shah, M. Sokolova, and S. Szpakowicz: “Process-Specific Information for Learning Electronic
Negotiation Outcomes.” In Fundamenta Informaticae, 74, p.p. 351 – 373, 2006. | | 39. | M. Sokolova, M. Shah, and S. Szpakowicz: “Comparative Analysis of Text Data in Successful
Face-to-Face and Electronic Negotiations.” In Group Decision and Negotiation, 15 (2), p.p. 127 – 140, 2006. | | 40. | C. Garritty and K. El Emam: “Who’s using PDAs ? Estimates of PDA use by health care providers: A systematic review of surveys”. In the Journal of Medical Internet Research, 8(2):e7, May 2006. | | 41. | M. Marchand and M. Sokolova: “Learning with Decision Lists of Data-Dependent Features.” In Journal of Machine Learning Research, 6, p.p. 427 – 451, MIT Press, April 2005. | | 42. | K. El Emam and A. Carleton: “The application of statistics in software engineering.” In Journal of Systems and Software, 73(2):181-182, October 2004. | | 43. | J. Barnard, K. El Emam, and D. Zubrow: “Using capture-recapture models for the reinspection decision.” In Software Quality Professional, 5(2):11-20, March 2003. | | 44. | B. Kitchenham, S-L Pfleeger, L. Pickard, P. Jones, D. Hoaglin, K. El Emam, and J. Rosenberg: "Preliminary guidelines for empirical research in software engineering". In IEEE Transactions on Software Engineering, 28(8):721-733, August 2002. | | 45. | K. El Emam, S. Benlarbi, N. Goel, W. Melo, H. Lounis, and S. Rai: “The optimal class size for object-oriented software”. In IEEE Transactions on Software Engineering, 28(5):494-509, 2002. | | 46. | H-W. Jung, R. Hunter, D. Goldenson, and K. El Emam: “Findings from Phase Two of the SPICE Trials.” In Software Process: Improvement and Practice, 6:205-242, 2001. | | 47. | K. El Emam: “Ethics and Open Source”. In Empirical Software Engineering: An International Journal, Kluwer Academic Publishers, 6(4):291-292, 2001. | | 48. | K. El Emam and H-W Jung: “An empirical evaluation of the ISO/IEC 15504 assessment model”. In the Journal of Systems and Software, 59(1):23-41, 2001. | | 49. | K. El Emam, D. Goldenson, J. McCurley, and J. Herbsleb: “Modelling the likelihood of software process improvement: An exploratory study”. In Empirical Software Engineering: An International Journal, 6:207-229, Kluwer Academic Publishers, 2001. | | 50. | K. El Emam and O. Laitenberger: “Evaluating capture-recapture models with two inspectors”. In IEEE Transactions on Software Engineering, 27(9):851-864, 2001. | | 51. | K. Strike, K. El Emam, and N. Madhavji: “Software cost estimation with incomplete data”. In IEEE Transactions on Software Engineering, 27(20):890-908, 2001. | | 52. | K. El Emam, S. Benlarbi, N. Goel, and S. Rai: “The confounding effect of class size on the validity of object-oriented metrics”. In IEEE Transactions on Software Engineering, 27(7):630-650, 2001. | | 53. | K. El Emam, W. Melo, and J. Machado: “The prediction of faulty classes using object-oriented design metrics”. In Journal of Systems and Software, 56(1):63-75, 2001. | | 54. | O. Laitenberger, K. El Emam, and T. Harbich: “An internally replicated quasi-experimental comparison of checklist and perspective-based reading of code documents”. In IEEE Transactions on Software Engineering, 27(5):387-421, 2001. | | 55. | X. Zhong, N. Madhavji, and K. El Emam: “Critical factors affecting personal software processes”. In IEEE Software, pp. 76-83, November/December 2000. | | 56. | O. Laitenberger, C. Atkinson, M. Schlich, and K. El Emam: “An experimental comparison of reading techniques for defect detection in UML design documents”. In Journal of Systems and Software, 53(2):183-204, 2000. | | 57. | K. El Emam, S. Benlarbi, N. Goel, and S. Rai: “Comparing case-based reasoning classifiers for predicting high-risk software components”. In Journal of Systems and Software, 55(3):301-320, 2000. | | 58. | K. El Emam and D. Goldenson: “An empirical review of software process assessments”. In Advances in Computers, Academic Press, 53:319-423, 2000. | | 59. | K. El Emam and A. Birk: “Validating the ISO/IEC 15504 measure of software requirements analysis process capability”. In IEEE Transactions on Software Engineering, 26(6):541-566, June 2000. | | 60. | K. El Emam and I. Garro: “Estimating the extent of standards use: The case of ISO/IEC 15504”. In Journal of Systems and Software, 53(2):137-143, 2000. | | 61. | L. Briand, K. El Emam, B. Freimut, and O. Laitenberger: “A comprehensive evaluation of capture-recapture models for estimating software defect content”. In IEEE Transactions on Software Engineering, 26(6):518-540, June 2000. | | 62. | K. El Emam and A. Birk: “Validating the ISO/IEC 15504 measures of software development process capability”. In Journal of Systems and Software, 51(2):119-149, 2000. | | 63. | K. El Emam, O. Laitenberger, and T. Harbich: “The application of subjective estimates of effectiveness to controlling software inspections”. In Journal of Systems and Software, 54:119-136, 2000. | | 64. | K. El Emam: “Benchmarking Kappa: Interrater agreement in software process assessments”. In Empirical Software Engineering: An International Journal, 4:113-133, Kluwer Academic Publishers, 1999. | | 65. | K. El Emam and N. H. Madhavji: “Editorial: Introduction to special issue on organizational change in software process improvement”. In Software Process Improvement and Practice, 4(4):185, John Wiley, 1998. | | 66. | J-M Simon, K. El Emam, S. Rousseau, E. Jacquet, and F. Babey: “The reliability of ISO/IEC PDTR 15504 assessments”. In Software Process Improvement and Practice Journal, 3:177-188, John Wiley, 1997. | | 67. | P. Fusaro, K. El Emam, and B. Smith: “The internal consistencies of the 1987 SEI Maturity Questionnaire and the SPICE Capability Dimension”. In Empirical Software Engineering: An International Journal, 3:179-201, Kluwer Academic Publishers, 1997. | | 68. | K. El Emam and D. Hoeltje: “Qualitative analysis of a requirements change process”. In Empirical Software Engineering: An International Journal, 2(2):143-152, Kluwer Academic Publishers, 1997. | | 69. | K. El Emam, L. Briand, and R. Smith: “Assessor agreement in rating SPICE processes”. In Software Process Improvement and Practice Journal, 2(4):291-306, John Wiley, 1997. | | 70. | L. Briand, K. El Emam, and S. Morasca: “Reply to ‘Comments to the Paper: Briand, El Emam, Morasca: On the Application of Measurement Theory in Software Engineering’”. In Empirical Software Engineering: An International Journal, 2(3), Kluwer Academic Publishers, 1997. | | 71. | K. El Emam and N. H. Madhavji: “An instrument to measure the success of the requirements engineering process in Information Systems development”. In Empirical Software Engineering: An International Journal, 1(3):201-240, Kluwer Academic Publishers, 1996. | | 72. | K. El Emam and D. R. Goldenson: "An empirical evaluation of the prospective international SPICE standard". In Software Process Improvement and Practice Journal, 2(2):123-148, John Wiley,1996. | | 73. | K. El Emam, S. Quintin, and N. H. Madhavji: "User participation in the requirements engineering process: An empirical study". In Requirements Engineering Journal, 1:4-26, Springer-Verlag, 1996. | | 74. | L. Briand, K. El Emam, and S. Morasca: "On the application of measurement theory in software engineering". In Empirical Software Engineering: An International Journal, 1(1):61-88, Kluwer Academic Publishers, 1996. | | 75. | K. El Emam and D. R. Goldenson: "SPICE trials produce positive results". In IEEE Software, pages 105-106, November 1996. | | 76. | K. El Emam and N. H. Madhavji: "Does organizational maturity improve quality?". In IEEE Software, pages 109-110, September 1996. | | 77. | K. El Emam and N. H. Madhavji: "The reliability of measuring organizational maturity". In Software Process Improvement and Practice Journal, 1(1):3-25, John Wiley, September 1995. |
Books and Book Chapters | 1. | M. Sokolova and S. Szpakowicz: “Machine Learning in Natural Language Processing”. In E. Soria, J.D. Martín, R. Magdalena, M.Martínez, and A.J. Serrano: Handbook of Research on Machine Learning Applications, IGI global, 2009. | | 2. | M. Sokolova and S. Szpakowicz: “Machine Learning Applications in Mega-Text Processing”. In E. Soria, J.D. Martín, R. Magdalena, M.Martínez, and A.J. Serrano: Handbook of Research on Machine Learning Applications, IGI global, 2009. | | 3. | K. El Emam: “Process Improvement In A Small Company”. In M-B Chrissis, M. Konrad, S. Shrum: CMMI: Guidelines For Process Integration and Product Improvement, Addison Wesley, 2006. | | 4. | K. El Emam: “An Overview of Process Improvement in Small Settings”. In E. Mendes and N. Mosley (eds.), Web Engineering, Springer-Verlag, pp. 261-275, 2006. | | 5. | K. El Emam: The ROI From Software Quality. Auerbach Publications (CRC Press), 2005. | | 6. | K. El Emam: The ROI From Software Quality: An Executive Briefing. Ottawa Software Quality Association, 2004. | | 7. | K. El Emam: “Software Quality.” The Benchmark: Release 8, The International Software Benchmarking Standards Group, pp. 51-72, 2004. | | 8. | K. El Emam: “Software Quality Certification”. In Software Quality Management Best Practices, Cutter Consortium, pp. 87-91, 2003. | | 9. | K. El Emam: “Software Defect Management Best Practices”. In Software Quality Management Best Practices, Cutter Consortium, pp. 93-134, 2003. | | 10. | K. El Emam: “Getting Started with Software Productivity Benchmarking”. In Strategies for Software Productivity Benchmarking, Cutter Consortium, pp. 73-114, 2003. | | 11. | J-M Simon, K. El Emam, S. Rousseau, E. Jacquet, and F. Babey: “The Reliability of ISO/IEC PDTR 15504 Assessments”.In Hunter R B, Thayer R H (eds.): Software Process Improvement, IEEE Computer Society Press, 2001. | | 12. | K. El Emam: “A Methodology for Validating Software Product Metrics”. In Encyclopedia of Software Engineering, Volume 1, pp. 776-801, Wiley, 2001. | | 13. | K. El Emam: “Object-Oriented Metrics: A Review of Theory and Practice". In Advances in Software Engineering: Topics in Comprehension, Evolution, and Evaluation, O. Tanir and H. Erdogmus, Eds., pp. 23-50, Spinger-Verlag, 2001. | | 14. | K. El Emam and N. H. Madhavji (eds.): Elements of Software Process Assessment and Improvement. IEEE Computer Society Press, 1999. | | 15. | K. El Emam and L. Briand: “Costs and Benefits of Software Process Improvement”. In R. Messnarz and C. Tully (eds.): Better Software Practice for Business Benefit: Principles and Experiences. IEEE CS Press, 1999. | | 16. | K. El Emam, B. Smith, and P. Fusaro: “Success Factors and Barriers for Software Process Improvement: An Empirical Study”. In R. Messnarz and C. Tully (eds.): Better Software Practice for Business Benefit: Principles and Experiences. IEEE CS Press, 1999. | | 17. | D. R. Goldenson, K. El Emam, J. Herbsleb, and C. Deephouse: "Empirical studies of software process assessment methods". In Elements of Software Process Assessment and Improvement, K. El Emam and N. H. Madhavji (eds.). IEEE CS Press, 1999. | | 18. | L. Briand, K. El Emam, and W. Melo: “An inductive method for software process improvement: Steps and guidelines”. In Elements of Software Process Assessment and Improvement, K. El Emam and N. H. Madhavji (eds.). IEEE CS Press, 1999. | | 19. | K. El Emam, J-N Drouin, and W. Melo (eds.): SPICE: The Theory and Practice of Software Process Improvement and Capability Determination. IEEE Computer Society Press, 1998. | | 20. | K. El Emam and D. R. Goldenson: “Empirical evaluation of SPICE”. In K. El Emam, J-N Drouin, and W. Melo (eds.): SPICE: The Theory and Practice of Software Process Improvement and Capability Determination, pages 287-305, IEEE CS Press, 1998. | | 21. | K. El Emam and P. Marshall: “Interrater agreement in assessment ratings”. In K. El Emam, J-N Drouin, and W. Melo (eds.): SPICE: The Theory and Practice of Software Process Improvement and Capability Determination, pages 357-362, IEEE CS Press, 1998. | | 22. | N. H. Madhavji, J. Botsford, T. Bruckhaus, and K. El Emam: “Quantitative measurement based on process and context models”. In Experimental Software Engineering Issues: Critical Assessment and Future Directions, Springer-Verlag, 1993. |
Peer Reviewed Conference Articles | 1. | M. Sokolova: “Evaluation Measures for Detection of Personal Health Information”. In Proceedings of the BioMedical Natural Language Processing (joined with the International Conference on Recent Advances in Natural Language Processing)and the ACL Anthology, 2011. | | 2. | M. Sokolova and D. Schramm: “Building a patient-based ontology for user-written Web messages”. In Proceedings of the International Conference on Recent Advances in Natural Language Processing and the ACL Anthology, 2011. | | 3. | M. Sokolova and V. Bobicev: “Sentiments and Opinions in Health-related Web Messages”. In Proceedings of the International Conference on Recent Advances in Natural Language Processing and the ACL Anthology, 2011. | | 4. | J. Hu, L. Peyton and K. El Emam: “A Systematic Approach to PHI Leak Prevention in Continuous Health Care Data Integration, Workshop on Intelligent Methods for Protecting Privacy and Confidentiality in Data”. In Proceedings of the Canadian Conference on AI, 2010. | | 5. | M. Sokolova, K. El Emam, S. Chowdhury, E. Neri, S. Rose, and E. Jonker: “Evaluation of rare event detection”. In Proceedings of the Canadian AI Conference, 2010. | | 6. | T. Wong, J. Mercer J, S. Mukhi Nizar, S. Totten, K. El Emam, G. Jayaraman, C. Babin, R. Saginur, R. Kropp, R. Rodin, G. Garber: “Rapid Real Time Surveillance and Monitoring of Pandemic Influenza Associated Pneumonia & Risk Factors Using Primary Care Electronic Medical Records (EMR)”. In 14th International Congress on Infectious Diseases (ICID), 2010. | | 7. | Y. Fu, G. Koru, Z. Chen, and K. El Emam: “A tree-based approach to preserve the privacy of software engineering data and predictive models”. In Proceedings of the 5th International Conference on Predictor Models in Software Engineering, 2009. | | 8. | M. Sokolova and G. Lapalme: “Classification of Opinions with Non-affective Adverbs and Adjectives”. In Proceedings of the International Conference on Recent Advances in Natural Language Processing , 2009. | | 9. | M. Sokolova and V. Bobicev: “Machine Learning of Affective Words in Russian and Romanian Languages”. In Proceedings of the International Conference on Recent Advances in Natural Language Processing , 2009. | | 10. | M. Sokolova and G. Lapalme: “Learning Opinions without Using Emotional Words”. In Proceedings of the 22nd Canadian Conference on Artificial Intelligence (AI 2009), 2009. | | 11. | M. Sokolova and G. Lapalme: “Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions”. In Proceedings of the 22nd Canadian Conference on Artificial Intelligence (AI 2008), 2008. | | 12. | V. Bobicev and M. Sokolova: “An Effective and Robust Method for Short Text Classification”. In Proceedings of the Association for the Advancement of Artificial Intelligence, 2008. | | 13. | V. Gupta, A. Patnaik, N. Goel, K. El Emam, C. Lung, and A. Nayak: “Bayesian model for controlling software inspections”. In Proceedings of the Canadian Reliability and Maintainability Symposium, 2003. | | 14. | K. El Emam: “Quality assurance for mobile applications: Experiences in eHealth”. In Proceedings of the International Quality Conference, 2003. | | 15. | V. Gupta, A. Patnaik, N. Goel, K. El Emam: “A system for controlling software inspections.” In Proceedings of Canadian Conference on Electrical and Computer Engineering (CCECE 2003), vol. 2, pp. 1343-1346, 2003. | | 16. | J. Bernard, K. El Emam, and D. Zubrow: “Using capture-recapture models for the reinspection decision.” In Proceedings of the International Conference on Software Quality, American Society for Quality, 2002. | | 17. | R. de la Fuente, K. El Emam, and D. Zubrow: “Getting more out of your inspection data: Using capture-recapture models for the reinspection decision.” In Proceedings of the National Software Engineering Process Group Conference, 2002. | | 18. | D. Goldenson and K. El Emam: “What should you measure first ? Lessons learned from the Software CMM”. In Proceedings of the SEI Software Engineering Symposium, 2000. | | 19. | O. Laitenberger, C. Atkinson, and K. El Emam: “Using inspection technology in object-oriented development projects”. In Proceedings of the 4th Annual IASTED International Conference on Software Engineering and Applications, 2000. | | 20. | S. Benlarbi, K. El Emam, N. Goel, and S. Rai: "Thresholds for object-oriented measures". In Proceedings of the International Symposium on Software Reliability Engineering, pages 24-37, 2000. | | 21. | K. El Emam: “A primer on object-oriented measurement”. In Proceedings of the Seventh Software Metrics Symposium, pp. 185-187, 2000. | | 22. | A. Beitz, K. El Emam, and J. Jarvinen: “A business focus to assessments”. In Proceedings of the European Conference on Software Process Improvement, 1999. | | 23. | O. Laitenberger, M. Leszak, D. Stoll, and K. El Emam: “Evaluating a model of review success factors in an industrial setting”. In Proceedings of the Sixth International Symposium on Software Metrics, pages 312-322, 1999. | | 24. | L. Briand, K. El Emam, and I. Wieczorek: “Modeling the cost of European space and military projects”. In Proceedings of the International Conference on Software Engineering, pages 303-312, IEEE CS Press, 1999. | | 25. | L. Briand, K. El Emam, D. Surmann, I. Wieczorek, and K. Maxwell: “An assessment and comparison of common software cost estimation modeling techniques”. In Proceedings of the International Conference on Software Engineering, pages 313-322, IEEE CS Press, 1999. | | 26. | K. El Emam, J-M Simon, S. Rousseau, and E. Jacquet: “Cost implications of interrater agreement for software process assssments”. In Proceedings of the 5th International Symposium on Software Metrics, pages 38-51, IEEE CS Press, 1998. | | 27. | K. El Emam: “The internal consistency of the ISO/IEC 15504 software process capability scale”. In Proceedings of the 5th International Symposium on Software Metrics, pages 72-81, IEEE CS Press, 1998. | | 28. | K. El Emam: “The predictive validity criterion for evaluating binary classifiers”. In Proceedings of the 5th International Symposium on Software Metrics, pages 235-244, IEEE CS Press, 1998. | | 29. | K. El Emam and I. Wieczorek: “The repeatability of code defect classifications”. In Proceedings of the Ninth International Symposium on Software Reliability Engineering, pages 322-333, IEEE CS Press, 1998. | | 30. | L. Briand, K. El Emam, and B. Freimut: “A comparison and integration of capture-recapture models and the detection profile method”. In Proceedings of the Ninth International Symposium on Software Reliability Engineering, pages 32-41, IEEE CS Press, 1998. | | 31. | L. Briand, K. El Emam, and I. Wieczorek: “A case study in productivity benchmarking: Methods and lessons learned”. In Proceedings of the 9th European Software Control and Metrics Conference, pages 4-14, Shaker Publishing B.V., The Netherlands, 1998. | | 32. | L. Briand, K. El Emam, and F. Bomarius: “COBRA: A hybrid method for software cost estimation, benchmarking, and risk assessment”. In Proceedings of the 20th International Conference on Software Engineering, pages 390-399, 1998. | | 33. | L. Briand, K. El Emam, O. Laitenberger, and T. Fussbroich: “Using simulation to build inspection efficiency benchmarks for development projects”. In Proceedings of the 20th International Conference on Software Engineering, pages 340-349, 1998. | | 34. | J-M Simon, K. El Emam, S. Rousseau, E. Jacquet, and F. Babey: “The reliability of ISO/IEC PDTR 15504 assessments”. In Proceedings of the ESI/ISCN Conference, November 1997. | | 35. | L. Briand, K. El Emam, B. Freimut, and O. Laitenberger: “Quantitative evaluation of capture-recapture models to control software inspections”. In Proceedings of the 8th International Symposium on Software Reliability Engineering, pages 234-244, IEEE CS Press, 1997. This also received the best paper paper award. | | 36. | P. Fusaro, K. El Emam, and B. Smith: “Evaluating the interrater agreement of process capability ratings”. In Proceedings of the 4th International Software Metrics Symposium, pages 2-11, IEEE CS Press, 1997. | | 37. | K. El Emam, D. Hoeltje, and N. H. Madhavji: “Causal Analysis of the requirements change process for a large system”. In Proceedings of the International Conference on Software Maintenance, pages 214-221, IEEE CS Press, 1997. | | 38. | K. El Emam, R. Smith. and P. Fusaro: “Modelling the reliability of SPICE based assessments”. In Proceedings of the International Symposium on Software Engineering Standards, pages 69-82, IEEE CS Press, 1997. | | 39. | V. Basili, S. Condon, K. El Emam, B. Hendrick, and W. Melo: “Characterizing and modeling the cost of rework in a library of reusable software components”. In Proceedings of the 19th International Conference on Software Engineering, pages 282-291, 1997. | | 40. | B. Smith and K. El Emam: “Transitioning to phase 2 of the SPICE trials”. In Proceedings of SPICE’96, pages 45-55, 1996. | | 41. | K. El Emam and D. R. Goldenson: "Description and evaluation of the SPICE phase one trials assessments". In Proceedings of the International Software Consulting Network onference (ISCN'96), 1996. | | 42. | G. Perez, K. El Emam, and N. H. Madhavji: "Evaluating the congruence of a software process model in a given environment". In Proceedings of the Fourth International Conference on the Software Process, pages 49-62, 1996. | | 43. | K. El Emam, B. Shostak, and N. H. Madhavji: "Implementing concepts from the Personal Software Process in an industrial setting". In Proceedings of the Fourth International Conference on the Software Process, pages 117-130, 1996. | | 44. | K. El Emam, D. R. Goldenson, L. Briand, and P. Marshall: "Interrater agreement in SPICE-based assessments: Some preliminary results". In Proceedings of the Fourth International Conference on the Software Process, pages 149-156, 1996. | | 45. | K. El Emam and D. R. Goldenson: "Some results from the SPICE phase one trials assessments". In Proceedings of the VII Conferencia International de Technologia de Software: Qualidade de Software, pages 51-71, Curitiba, Brazil, 1996. | | 46. | D. R. Goldenson and K. El Emam: "The international SPICE trials: Project description and initial results". In Proceedings of the 8th Software Engineering Process Group Conference, May 1996. | | 47. | L. Briand, K. El Emam, and W. Melo: "An inductive method for process improvement: Concrete steps and guidelines". In Proceedings of the ESI-ISCN Conference on Practical Improvement of Software Processes and Products, September 1995. | | 48. | K. El Emam and D. R. Goldenson: “SPICE: An empiricist's perspective”. In Proceedings of the Second IEEE International Software Engineering Standards Syposium, pages 84-97, August 1995. | | 49. | K. El Emam and N. H. Madhavji: “Measuring the success of requirements engineering processes”. In Proceedings of the Second IEEE International Syposium on Requirements Engineering, pages 204-211, March 1995. | | 50. | K. El Emam and N. H. Madhavji: “A field study of requirements engineering practices in information systems development”. In Proceedings of the Second IEEE International Syposium on Requirements Engineering, pages 68-80, March 1995. | | 51. | K. El Emam, N. Moukheiber, and N. H. Madhavji: “An empirical evaluation of the G/Q/M method”. In Proceedings of CASCON 93, Centre for Advanced Studies, IBM Canada Ltd., 1993. | | 52. | R. Keller, N. H. Madhavji, R. Lajoie, T. Bruckhaus, K. Toubache, W. Hong, and K. El Emam: “A comprehensive process model for studying software process papers”. In Proceedings of the 15th International Conference on Software Engineering, 1993. |
Workshop | 1. | K. El Emam: “Risk-based de-identification of health information”. In Proceedings of the HHS Workshop on the HIPAA Privacy Rule's De-identification Standard, 2010. | | 2. | F. K. Dankar and K. El Emam: “A method for evaluating marketer re-identification risk”. In Proceedings of the 3rd International Workshop on Privacy and Anonymity in the Information Society, 2010. | | 3. | M. Sokolova, K. El Emam, S. Rose, S. Chowdhury, E. Neri, E. Jonker, and L. Peyton: “Personal health information leak prevention in heterogeneous texts”. Biomedical Information Extraction International Workshop, published in “Adaptation of Language Resources and Technology to New Domains“ , 2009. | | 4. | M. Sokolova and K. El Emam: “Evaluation of Learning from Screened Positive Examples”. Accepted by the 3rd workshop on Evaluation Methods for Machine Learning, in conjunction with the 25th International Conference on Machine Learning (ICML, 2008), 2008. | | 5. | K. El Emam: “A Multi-method evaluation of the practices of small software projects”. In S. Garcia, C. Graettinger, and K. Kost (eds.): Proceedings of the First International Research Workshop on Process Improvement in Small Settings, Pittsburgh, Technical Report CMU/SEI 2006-SR-001, pp. 12-17, 2006. | | 6. | G. Melnik and K. El Emam: "Third International Workshop on Empirical Evaluation of Agile Methods ("The Data Workshop")". Proceedings of XP/Agile Universe 2004, Lecture Notes in Computer Science, Vol. 3134, Springer Verlag: 188, 2004. | | 7. | J. Daly, K. El Emam and J. Miller: “Multi-method research in software engineering”. In Proceedings of the Second International Workshop on Empirical Studies of Software Maintenance, 1997. | | 8. | G. Perez, K. El Emam, and N. H. Madhavji: “Customising software process models”. In Proceedings of the 4th European Workshop on Software Process Technology, pages 70-78, Springer-Verlag, 1995. | | 9. | K. El Emam and N. H. Madhavji: “A method for instrumenting software evolution processes and an example application”. Presentation at the International Workshop on Software Evolution Processes and Measurements, Victoria, Canada, 1994. | | 10. | N. H. Madhavji, K. El Emam, and T. Bruckhaus: “An on-going study of factors causing process evolution”. Presentation at the International Workshop on the Evolution of Software Processes, Quebec, Canada, 1993. | | 11. | K. El Emam, N. H. Madhavji, and K. Toubache: “Empirically driven improvements of generic process models”. In Proceedings of the 8th International Software Process Workshop, 1993. |
Posters | 1. | El Emam K: “Risk-based De-identification of Health Data”. 3rd North American Congress of Epidemiology, 2011. | | 2. | El Emam K, Samet S, Earle C: “Secure Logistic Regression of Horizontally Partitioned Data for PharmacoVigilance”. 3rd North American Congress of Epidemiology, 2011. | | 3. | Frescura A, Wong T, Mercer J, Mukhi Nizar S, Totten S, Jayaraman G, El Emam K, Babin C, Saginur R, Rodin R, Garber G, Samina Aziz, Kavanagh D: “Rapid Real Time Surveillance and Monitoring of Pandemic Influenza Severity & Associated Risk Factors Using Primary Care Electronic Medical Records (EMR)”. CPhA's 99th Annual National Conference Montréal 2011. | | 4. | K. Murto, U. Schwarz, K. Chowdary, I. Abushahwan, G. Bryson, J. King, D. Moher, K. El Emam, and W. Splinter: “A survey: Technology in a pediatric care setting”. Annual Meeting of the Canadian Anesthesiologists' Society, 2006. Awarded best paper in Ambulatory Anesthesia. | | 5. | V. Bykerk, C. Kitamura, G. Kraag, M. Bell, B. Haraoui, E. Keystone, and K. El Emam: “Establishment of a multicenter Canadian cohort of patients with early inflammatory arthritis enabled by a real time data collection tool”. Annual European Congress of Rheumatology, 2005. | | 6. | C. Bombardier, S. Solway, A. Wilkins, K. El Emam, J. Lee, and A. Sadikali: “eRheum: Integrating electronic capture and reporting of patient self-report data into the practice management of adults with Rheumatoid Arthritis”. Conference of the Canadian Rheumatology Association, 2005. | | 7. | K. El Emam: “The certification of eHealth software”. Canadian Society for Telehealth Conference, 2003. |
Consulting & Analysis Reports | 1. | K. El Emam: “Managing privacy risks through data anonymization“. Business Intelligence Executive Report, Cutter Consortium, 2009. | | 2. | K. El Emam: “User participation in agile projects“. Agile Project Management Executive Report, Cutter Consortium, 2007. | | 3. | K. El Emam: “User participation in software projects”. Agile Project Management Advisory Service Executive Update, 6(19), Cutter Consortium, 2005. | | 4. | K. El Emam: “Software practices and project success”. Agile Project Management Advisory Service Executive Update, 6(17), Cutter Consortium, 2005. | | 5. | K. El Emam: “Does project size matter?” Agile Project Management Advisory Service Executive Update, 6(14), Cutter Consortium, 2005. | | 6. | K. El Emam: “Making decisions using software product metrics”. Agile Project Management Executive Report, 5(9), Cutter Consortium, 2004. | | 7. | K. El Emam: “The case for open source”. Business IT Strategies Executive Report, 7(7), Cutter Consortium, 2004. | | 8. | K. El Emam: “Finding success in small software projects”. Agile Project Management Executive Report, 4(11), Cutter Consortium, 2003. | | 9. | K. El Emam: “Software quality certification”. Agile Project Management Advisory Service Executive Update, 4(2), Cutter Consortium, March 2003. | | 10. | K. El Emam: “Getting started with software productivity benchmarking”. Agile Project Management Advisory Service, Executive Report, 3(9), Cutter Consortium, October 2002. | | 11. | K. El Emam: “Software defect management best practices”. Agile Project Management Advisory Service, Executive Report, 3(4), Cutter Consortium, April 2002. | | 12. | D. Card and K. El Emam: “A quality risk indicator for object-oriented software”. In Proceedings of the Practical Software Measurement Technical Working Group meeting, March 2002. | | 13. | K. El Emam: “Software inspection best practices”. Agile Project Management Advisory Service, Executive Report, vol. 2, no. 9, Cutter Consortium, September 2001. | | 14. | K. El Emam: “Risk assessment with object-oriented metrics”. In The e-Project Management Advisory from the Cutter Consortium, August 2001. |
Magazine Articles | 1. | A. Cavoukian and K. El Emam: “Dispelling the Myths Surrounding De-identification:
Anonymization Remains a Strong Tool for Protecting Privacy”. In Canadian Privacy Law Review, 8(9):89-100, August, 2011. | | 2. | B. Pascal, K. El Emam, and M. McCarrey: “Public Accountability and Transparency — the Missing Piece of the Privacy Puzzle”. In Healthcare Information Management and Communications Canada, 24(4):31-33, December, 2009. | | 3. | K. El Emam: “Protecting personal information through anonymization: An overview”. In Cutter IT Journal, November, 2006. | | 4. | K. El Emam: “Industrial Evolution”. International Clinical Trials, pp. 24-26, Spring, 2006. | | 5. | D. Barnes and K. El Emam: “Pain Point in Clinical Trials: Mitigating the Risk”. In Biotechnology Focus, pp. 12-14, March, 2006. |
Letters & Newsletter Articles | 1. | K. El Emam: “Quality models”. Software Quality, 1(2), 2005. | | 2. | K. El Emam: “Perspectives on software quality”. Software Quality, 1(1), 2004. | | 3. | K. El Emam and S. Rai: “Evaluating predictions of faulty software using thresholds”. In the Annual Conference of the Statistical Society of Canada, 2000. | | 4. | K. El Emam and P. Fusaro: “News Column: Fraunhofer - Institute for Experimental Software Engineering”. In Software Process Improvement and Practice Journal, 3(1), 1997. | | 5. | L. Briand and K. El Emam: “Software engineering R&D group at CRIM”. In Software Process Improvement and Practice Journal, 2(1):73-74, 1996. | | 6. | K. El Emam, B. Shostak, and L. Briand: “Centre de recherche informatique de Montreal (News)”. In Software Process Improvement and Practice Journal, 2(2), 1996. | | 7. | K. El Emam and D. R. Goldenson: "Some initial results from the international SPICE trials". In Software Process Newsletter, IEEE Technical Council on Software Engineering, No. 6, Spring 1996. | | 8. | L. Briand and K. El Emam: "Some issues in software engineering data analysis". In the PERFECT Newsletter, 1995. |
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