Selected Publications


2020
  • Omar Boursalie, Reza Samavi, Thomas Doyle, and David Koff. Using medical imaging effective dose in deep learning models: Estimation and evaluation. IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2020.

  • Sabry, Moe, Reza Samavi, and Douglas Stebila "Archivesafe: Mass-leakage-resistant storage from proof-of-work." In 15th International DPM Workshop on Data Privacy Man- agement, co-located with ESORICS 2020. Springer - LNCS, 2020.

  • Liang, Yuting and Reza Samavi. "Towards Robust Deep Learning with Ensemble Networks and Noisy Layers."arXive.org, 2020.

  • Liang, Yuting and Reza Samavi. "Optimization-Based k-Anonymity Algorithms."Computers & Security, 93:101753, 2020. (pre-print)

  • Samavi, Reza, Mariano P. Consens, Shahan Khatchadourian, Vinh Nguyen, Amit P. Sheth, Jośe M. Giḿenez-Garćıa, and Harsh Thakkar, editors. Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference, BlockSW/CKG@ISWC 2019, Auckland, New Zealand, October 27, 2019, volume 2599 of CEUR Workshop Proceedings. CEUR-WS.org, 2020.. (link)

  • Koff, David, Omar Boursalie, Reza Samavi, and Thomas E. Doyle. "Deep Learning Model for Cancer Risk from Low Dose Medical Imaging Radiation." ECR 2020 EuroSafe Imaging (2020)


2019
  • Wang, Yu, Reza Samavi and Nitin Sood. "Blockchain-based Marketplace for Software Testing." 17th IEEE International Conference on Privacy, Security and Trust (PST'19), Fredricton, Canada, August 26-28, 2019.

  • Foresi, Andrew and Reza Samavi. "Authentication Using Keystroke Dynamics via Crowdsourcing." 17th IEEE International Conference on Privacy, Security and Trust (PST'19), Fredricton, Canada, August 26-28, 2019.

  • Momeni, Pouyan, Yu Wang and Reza Samavi. "Machine Learning Model for Smart Contract Security Analysis." 17th IEEE International Conference on Privacy, Security and Trust (PST'19), Fredricton, Canada, August 26-28, 2019.

  • Ou, Yifan, and Reza Samavi. "Mixed Strategy Game Model Against Data Poisoning Attacks." Dependable and Secure Machine Learning workshop co-located with the 49th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2019), Portland, Oregon, USA, June 24-27, 2019.

  • Boshra, Rober, Kiret Dhindsa, Omar Boursalie, Kyle I. Ruiter, Ranil Sonnadara, Reza Samavi, Thomas E. Doyle, James P. Reilly, John F. Connolly. "From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes ." IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2019): 27(7), 1492-1501.

  • Sutton, Andrew, and Reza Samavi. "Integrity Proofs for RDF Graphs." Open Journal of Semantic Web (OJSW) 6(1) (2019): 1-18.

  • Ferderbar, Michelle L, Thomas E Doyle, Reza Samavi, and David A Koff. "An environmental scan of the national and provincial diagnostic reference levels in Canada for common adult computed tomography scans." Canadian Association of Radiologists Journal (CARJ), (2019): 70(2), 119-124.


2018
  • Li, Mingyuan, and Reza Samavi. "DSAP: Data Sharing Agreement Privacy Ontology." In Proceedings of the 11th International Semantic Web Applications and Tools for Healthcare and Life Sciences (SWAT4LS'18) conference, 2018, in press.

  • Boursalie, Omar, Reza Samavi, and Thomas E. Doyle. "Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges." Journal of Healthcare Informatics Research (2018): 1-25.

  • Sutton, Andrew, Reza Samavi, Thomas E. Doyle, and David Koff. "Digitized Trust in Human-in-the-Loop Health Research." In Proceedings of the 16th Internation Conference on Privacy, Security and Trust, pp. 223-232. 2018.

  • Samavi, Reza, and Mariano P. Consens. "Publishing privacy logs to facilitate transparency and accountability." Journal of Web Semantics 50 (2018): 1-20.

  • Sutton, Andrew, and Reza Samavi. "Tamper-Proof Privacy Auditing for Artificial Intelligence Systems." In IJCAI, pp. 5374-5378. 2018.

  • Sutton, Andrew, and Reza Samavi. "Timestamp-based Integrity Proofs for Linked Data." In Proceedings of the International Workshop on Semantic Big Data - SIGMOD 2018, p. 4. ACM, 2018.


2017
  • Asl, Farshad Rahimi, Fei Chiang, Wenbo He, and Reza Samavi. "Privacy aware web services in the cloud." In Communications and Network Security (CNS), 2017 IEEE Conference on, pp. 458-466. IEEE, 2017.

  • Sutton, Andrew, and Reza Samavi. "Blockchain enabled privacy audit logs." In International Semantic Web Conference, pp. 645-660. Springer, Cham, 2017.

  • Shan, Qian, Thomas E. Doyle, Reza Samavi, and Mona Al-Rei. "Augmented Reality Based Brain Tumor 3D Visualization." Procedia Computer Science 113 (2017): 400-407.

  • Ariaeinejad, Ali, Reza Samavi, Teresa M. Chan, and Thomas E. Doyle. "A performance predictive model for emergency medicine residents." In Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, pp. 28-37. IBM Corp., 2017.

  • Samavi, Reza, Thomas E. Doyle, and Thodoros Topologlou. "The first workshop on blockchain & security in data intensive health research." In Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, pp. 333-336. IBM Corp., 2017

  • Asl, Farshad Rahimi, and Reza Samavi. "SyNORM: Symmetric Non Repudiated Message Authentication in Vehicular Ad Hoc Networks." In Vehicular Technology Conference (VTC-Fall), 2017 IEEE 86th, pp. 1-5. IEEE, 2017.

  • Chan, T. M., R. Patel, A. Ariaeinejad, and R. Samavi. "LO40: Designing for the future: machine learning software in the age of competency-based medical education." Canadian Journal of Emergency Medicine 19, no. S1 (2017): S41-S41.

  • Ariaeinejad, A., R. Patel, T. M. Chan, and R. Samavi. "P031: Using machine learning algorithms for predicting future performance of emergency medicine residents." Canadian Journal of Emergency Medicine 19, no. S1 (2017): S88-S88.

  • Ghasemaghaei, Maryam, Manaf Zargoush, Stuart Phillips, and Reza Samiva. "Cognitive vs Chronological Age as Barriers to Using Wearable Activity Monitors in Older Adults." SIGHCI 2017 Proceedings (2017).


2016
  • Nagpal, Megan, and Reza Samavi. "Using big data & analytics to predict hospital re-admissions." (2016).


2015
  • Boursalie, Omar, Reza Samavi, and Thomas E. Doyle. "M4CVD: Mobile machine learning model for monitoring cardiovascular disease." Procedia Computer Science 63 (2015): 384-391.

  • Dong, Xiao, Reza Samavi, and Thodoros Topaloglou. "COC: An ontology for capturing semantics of circle of care." Procedia Computer Science 63 (2015): 589-594.


2014
  • Samavi, Reza, Mariano P. Consens, and Mark Chignell. "PHR user privacy concerns and behaviours." Procedia Computer Science 37 (2014): 517-524.

  • Samavi, Reza, and Mariano P. Consens. "Publishing L2TAP Logs to Facilitate Transparency and Accountability." In LDOW. 2014.


2013
  • Chignell, Mark, Mahsa Rouzbahman, Ryan Kealey, Reza Samavi, Erin Yu, and Tammy Sieminowski. "Nonconfidential patient types in emergency clinical decision support." IEEE Security & Privacy 11, no. 6 (2013): 12-18.

  • Samavi, Reza, Mariano P. Consens, and Thodoros Topaloglou. "A privacy framework for the personal web." In The Personal Web, pp. 87-112. Springer, Berlin, Heidelberg, 2013.


2012
  • Samavi, Reza, and Mariano P. Consens. "L2TAP+ SCIP: An audit-based privacy framework leveraging Linked Data." In Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2012 8th International Conference on, pp. 719-726. IEEE, 2012.


2011
  • Samavi, Reza, Mariano P. Consens, and Thodoros Topaloglou. "Privacy goals and settings mediator model for PHRs." In Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on, pp. 1141-1146. IEEE, 2011.


2010
  • Samavi, Reza, and Mariano P. Consens. "Towards Smart Privacy on the Personal Web." In Proc. of the First Symp. on the Personal Web, Co-located with CASCON. 2010.


2009
  • Samavi, Reza, Eric Yu, and Thodoros Topaloglou. "Strategic reasoning about business models: a conceptual modeling approach." Information Systems and e-Business Management 7, no. 2 (2009): 171-198.


2008
  • Samavi, Reza, and Thodoros Topaloglou. "Designing privacy-aware personal health record systems." In International Conference on Conceptual Modeling, pp. 12-21. Springer, Berlin, Heidelberg, 2008.

  • Samavi, Reza, Eric Yu, and Thodoros Topaloglou. "Applying strategic business modeling to understand disruptive innovation." In Proceedings of the 10th international conference on Electronic commerce, p. 15. ACM, 2008.


2007
  • Samavi, Reza, Mariano Consens, Shahan Khatchadourian, and Thodoros Topaloglou. "Exploring PSI-MI XML Collections Using DescribeX." Journal of Integrative Bioinformatics 4, no. 3 (2007): 123-134.

  • Samavi, Reza, and Teresa Chiu. "User-Computer Interface Design of a Family Support Web-based Portal: The Use of Scenarios and Low Fidelity Prototype." In Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems, p. 1558. IOS Press, 2007.