Journal Publications and Book Chapters

[] J Champaign, R Cohen, N Sardana, and JA Doucette. A framework to restrict viewing of peer commentary on web objects based on trust modeling. Social Network Analysis and Mining, 4(1):1--15, 2014. [ bib | .html ]
[] Catherine Holloway, John A Doucette, Christopher Erven, Jean-Philippe Bourgoin, and Thomas Jennewein. Optimal pair-generation rate for entanglement-based quantum key distribution. Physical Review A, 87(2):022342, 2013. [ bib | http | .pdf ]
[] John A Doucette, Andrew R McIntyre, Peter Lichodzijewski, and Malcolm I Heywood. Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces. Genetic Programming and Evolvable Machines, 13(1):71--101, 2012. [ bib | http | .pdf ]
[] Atif Khan, John A Doucette, and Robin Cohen. 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 Intelligent Systems and Technology (ACM TIST), Special Issue on Intelligent Systems for Health, 2012. [ bib | http | .pdf ]
[] John Doucette, Peter Lichodzijewski, and Malcolm Heywood. Evolving coevolutionary classifiers under large attribute spaces. Genetic Programming Theory and Practice VII, pages 37--54, 2010. [ bib | http | .pdf ]

Peer Reviewed Conference Publications

[] John 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). , Accepted, To Appear (6 Pages). AAAI Press, 2015. [ bib | .pdf ]
[] Alan Tsang, John 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) , Accepted, To Appear (2 Pages). International Foundation for Autonomous Agents and Multiagent Systems, 2015. [ bib | .pdf ]
[] John 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) , Accepted, To Appear (7 Pages). AAAI Press, 2015. [ bib | .pdf ]
[] Graham Pinhey, John 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 ]

Workshop Papers and Theses


[] 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 APICS Mathematics, Statistics and Computer Science Conference, 2009. [ bib | .pdf ]

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Publications