Research
See up-to-date listings on my Google Scholar page
Journal Publications and Book Chapters
Journal Publications and Book Chapters
- Doucette, J. A., Hosseini, H., Tsang, A., Larson, K. and Cohen, R., Inferring True Voting Outcomes in Homophilic Social Networks, 25 pages, Journal of Autonomous Agents and Multiagent Systems, Accepted, to appear in (2019). [.pdf | html]
- Pinhey, G., Doucette, J. A., and Cohen, R., Using Reservations for Multiagent Resource Allocation with Costly Preemption, Multiagent and Grid Systems, vol. 14, num. 3, pp. 219-242 (2018). [.pdf | html]
- Doucette, J. A. and Cohen, R., A Testbed to Enable Comparisons Between Competing Approaches for Computational Social Choice, Big Data and Information Analytics, Vol. 1, Issue 4, pp. 309--340 (2017). [ .pdf ]
- Elahi, T., Doucette, J.A., Hosseini, H., Murdoch, S., and Goldberg, I., A Framework for the Game-theoretic Analysis of Censorship Resistance, Proceedings on Privacy Enhancing Technologies, Issue 4, pp. 83--101 (2016). [ .pdf | Tech Report ]
- Doucette, J.A., Pinhey, G., and Cohen, R., Multiagent Resource Allocation using Reservations for Dynamic Task Arrivals, ACM Transactions on Intelligent Systems and Technology, Vol. 8, Issue 1, pp. 1--27 (2016). [ .pdf ]
- Champaign, J., Cohen, R., Sardana, N. and Doucette, J.A., A framework to restrict viewing of peer commentary on web objects based on trust modeling, Social Network Analysis and Mining, Vol. 4, Issue 1, pp. 1--15 (2014). [ .pdf ]
- Holloway, C., Doucette, J.A., Erven, C., Bourgoin, J.P. and Jennewein, T., Optimal pair-generation rate for entanglement-based quantum key distribution, Physical Review A, Vol. 87, No. 2, pp. 23--42 (2013). [ .pdf |Tech Report ]
- Khan, A., Doucette, J.A. and Cohen, R., Validation of an Ontological Medical Decision Support System for Patient Treatment Using a Repository of Patient Data: Insights into the Value of Machine Learning, ACM Transactions on Information Systems and Technology, Vol. 4, No. 4, pp. 68--98 (2012). [ .pdf ]
- Doucette, J.A., Lichodzijewski, P., McIntyre, A. and Heywood, M., Symbiotic Coevolutionary Genetic Programming: A Benchmarking Study under Large Attribute Spaces, Genetic Programming and Evolvable Machines, Vol. 13, No. 1, pp. 71--101, (2012). [ .pdf ]
- Doucette, J., Lichodzijewski, P. and Heywood, M., Evolving Coevolutionary Classifiers under large Attribute Spaces, Genetic Programming: Theory and Practice, Vol. 7, Ch. 3, pp. 37--54, (2009). [ .pdf ]
Referred Conference Proceedings Publications
Referred Conference Proceedings Publications
- Eric Brigham, John A. Doucette, and Matthew Lepinski, A Usage-Based Mechanism for Securing Systems via Blockchains, In Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, to appear, 10 pages, 2019. Student Paper
- Sawyer Welden and John A. Doucette, Comparing the Goodness of Fit of Preference Models, In Proceedings of the 32nd International Florida Artificial Intelligence Research Society Annual Conference (FLAIRS-32), to appear, 4 pages, 2019. Student Paper
- John A. Doucette and Robin Cohen, A Restricted Markov Tree Model for Inference and Generation in Social Choice with Incomplete Preferences, In Proceedings of the 2017 International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-17), pages 893--901. IFAAMAS Press, 2017. [ bib | .pdf ]
- Cecylia Bocovich, John A. Doucette and Ian Goldberg. Lavinia: An audit-payment protocol for censorship-resistant storage, In Proceedings of the 21st International Conference on Financial Cryptography and Data Security (FC-2017), Paper 19, 18 pages, 2017. [ bib | .pdf ]
- John A. Doucette, and Robin Cohen. Content of Annual Reports as a Predictor for Long Term Stock Price Movements In Proceedings of the 28th International Florida Artificial Intelligence Research Society Conference (FLAIRS-28), pages 416--421. AAAI Press, 2015. [ bib | .pdf ]
- Alan Tsang, John A. Doucette, and Hadi Hosseini. Voting with Social Influence: Using Arguments to Uncover Ground Truth In Proceedings of the 2015 International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15) , pages 1841--1842. IFAAMAS Press, 2015. [ bib | .pdf ]
- John A. Doucette, Kate Larson, and Robin Cohen. Conventional Machine Learning for Social Choice. In Proceedings of the Twenth-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), pages. 858--864. AAAI Press, 2015. [ bib |.pdf ]
- Graham Pinhey, John A. Doucette, and Robin Cohen. Distributed multiagent resource allocation with adaptive preemption for dynamic tasks. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems, pages 1441--1442. International Foundation for Autonomous Agents and Multiagent Systems, 2014. [ bib | .pdf ]
- John A. Doucette. Imputation, social choice, and partial preferences. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems, Doctorial Consortium Abstract, pages 1731--1732. International Foundation for Autonomous Agents and Multiagent Systems, 2014. [ bib | .pdf ]
- John A. Doucette. Imputation, social choice, and partial preferences. In Proceedings of AAAI 2014, Doctorial Consortium Abstract, page To Appear, 2014. [ bib ]
- John A. Doucette, Atif Khan, and Robin Cohen. A comparative evaluation of an ontological medical decision support system (omed) for critical environments. In Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, pages 703--708. ACM, 2012. [ bib | http | .pdf ]
- John A. Doucette, Peter Lichodzijewski, and Malcolm I Heywood. Hierarchical task decomposition through symbiosis in reinforcement learning. In Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 97--104. ACM, 2012. [ bib | http ]
- John A. Doucette and Darren Abramson. Automated mechanism design with co-evolutionary hierarchical genetic programming techniques. In Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 935--942. ACM, 2012. [ bib | http | .pdf ]
- Atif Khan, John A. Doucette, Robin Cohen, and Daniel J Lizotte. Integrating machine learning into a medical decision support system to address the problem of missing patient data. In Machine Learning and Applications (ICMLA), 2012 11th International Conference on, volume 1, pages 454--457. IEEE, 2012. [ bib | http | .pdf ]
- John Doucette and Malcolm I Heywood. Revisiting the acrobot ‘height’task: An example of efficient evolutionary policy search under an episodic goal seeking task. In IEEE Congress on Evolutionary Computation (CEC), pages 468--475. IEEE, 2011. [ bib |http | .pdf ]
- Atif Khan, John Doucette, and Robin Cohen. An ontological approach for querying distributed heterogeneous information systems under critical operational environments. In 3rd Canadian Semantic Web Symposium, pages 76--88, 2011. [ bib | http |.pdf ]
- Atif Khan, John A. Doucette, Changjiu Jin, Lijie Fu, and Robin Cohen. An ontological approach to data mining for emergency medicine. In Northeast Decision Sciences Institute Conference, 2011. [ bib | .pdf ]
- John Doucette and Malcolm Heywood. Novelty-based fitness: An evaluation under the santa fe trail. Genetic Programming, pages 50--61, 2010. [ bib | http | .pdf ]
- John Doucette, Peter Lichodzijewski, and Malcolm I Heywood. Benchmarking coevolutionary teaming under classification problems with large attribute spaces. In Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1901--1902. ACM, 2009. [ bib | http ]
- John Doucette and Malcolm I Heywood. Gp classification under imbalanced data sets: Active sub-sampling and auc approximation. In Proceedings of the 11th European conference on Genetic programming, pages 266--277. Springer-Verlag, 2008. [ bib | http | .pdf ]
Workshops and Invited Talks
Workshops and Invited Talks
- John A. Doucette. Resolving Elections with Partial Preferences Using Imputation. In Proceedings of the 28th Canadian Conference on Artificial Intelligence (CANAI-15), Springer-Verlang, pp. 325--329, (2015).
- Cecylia Bocovich, John A. Doucette and Ian Goldberg. Incentivized Censorship Resistance with Payment Contracts. In Proceedings of the 36th IEEE Symposium on Security and Privacy (IEEE S\&P 2015), Poster Abstract, 2 Pages.
- John A Doucette, Hadi Hosseini, Alan Tsang, Kate Larson, and Robin Cohen, Voting with Social Networks: Truth Springs from Argument Amongst Friends, in 2nd Workshop on Exploring Beyond the Worst Case in Computational Social Choice (EXPLORE 2015), paper 7 (9 pages), (2015).
- John A Doucette. Imputation, social choice, and partial preferences. In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Doctorial Consortium Abstract, AAAI Press, pp. 3069--3070 (2014).
- John A Doucette. Imputation, social choice, and partial preferences. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems (AAMAS-14), Doctorial Consortium Abstract, pages 1731--1732, IFAAMAS, (2014).
- John A Doucette, Kate Larson and Robin Cohen. Approximate Winner Selection in Social Choice with Partial Preferences In 1st Workshop on Exploring Beyond the Worst Case in Computational Social Choice (EXPLORE 2014), 2014. [ bib | .pdf ]
- John A Doucette and Robin Cohen. Addressing preemption costs in multi-agent resource allocation for medical applications. In Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013. [ bib | http | .pdf ]
- John Anthony Erskine Doucette. An Ex-Ante Rational Distributed Resource Allocation System using Transfer of Control Strategies for Preemption with Applications to Emergency Medicine. MMath thesis, University of Waterloo, 2012. [ bib | http | .pdf ]
- John A Doucette, Atif Khan, Robin Cohen, Dan Lizotte, and Hooman M Moghaddam. A framework for ai-based clinical decision support that is patient-centric and evidence-based. International Workshop on Artificial Intelligence and NetMedicine, page 26, 2012. [ bib | http | .pdf ]
- Atif Khan, John A Doucette, Robin Cohen, and Dan Lizotte. A Hybrid Design for Medical Decision Support using Data Mining to Impute Missing Data, volume 12. HI-KDD, 2012. [ bib | .pdf ]
- John Doucette. Novelty-based fitness measures in genetic programming. Bachelors of Computer Science Honours Thesis, Dalhouise University, 2010. [ bib | .pdf ]
- John Doucette and Catherine Holloway. Symbiotic genetic programming allows automatic parametrization of optical quantum logic gates. In Atlantic Provinces Council on the Sciences Mathematics, Statistics and Computer Science Conference, 2009. [ bib | .pdf ]