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Dr. Ivana Dusparic

Ussher Assistant Professor (Computer Science)

  Autonomic Computing   Intelligent transport systems   Reinforcement learning   Self-organizing algorithms
 CRT in Artificial Intelligence
 Surpass: How shared autonomous cars will transform cities

Details Date
Royal Irish Academy Engineering and Computer Sciences Committee member, 2018-2022
1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2020 Program Committee Member
Organizer of International Workshop on Agents in Traffic and Transportation (ATT) at AAMAS 2018 and ECAI 2020
International Conference on Autonomous Agents and Multiagent Systems (AAMAS) Programme Committee Member 2016, 2017, 2018, 2019, 2020
IEEE Conference on Intelligent Transportation Systems (ITSC) Programme Committee Member 2018, 2019, 2020
14th Symposium on Software Engineering for Adaptive and Self-Managing Systems 2019 Program Committee Member
IEEE Conference on Technologies for Sustainability (SusTech) Programme Committee member 2016, 2017, 2018
Grant proposal reviewer for Flanders Research Foundation (FWO)
The 21st EURO Working Group on Transportation Meeting (EWGT) 2018 Reviewer
Reviewer for IEEE Technology and Society Magazine
Reviewer for Elsevier Applied Energy Journal
Reviewer for Neurocomputing Journal
Reviewer for Journal of Computational Science
Reviewer for IEEE Transactions on Sustainable Energy
Reviewer for Transportation Research Part C
Details Date From Date To
Royal Irish Academy Engineering and Computer Sciences Committee Member 2018 2022
Nicolas Cardozo, Ivana Dusparic, Learning Run-time Compositions of Interacting Adaptations, 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), Seoul, South Korea, October, 2020, Conference Paper, PUBLISHED
Miller Trujillo, Mario Linares-Vásquez, Camilo Escobar-Velásquez, Ivana Dusparic and Nicolás Cardozo, Does Neuron Coverage Matter for Deep Reinforcement Learning? A Preliminary Study, 2nd International Workshop on Deep Learning and Testing at ICSE (DeepTest), October, 2020, Conference Paper, PUBLISHED
Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic, Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets, Agents in Traffic and Transportation (ATT 2020), 2020, Conference Paper, ACCEPTED  TARA - Full Text
Federico Cugurullo, Ransford Acheampong, Maxime Gueriau, Ivana Dusparic, The transition to autonomous cars, the redesign of cities and the future of urban sustainability, Urban Geography, 2020, Journal Article, PUBLISHED  DOI
Gueriau, Maxime and Cugurullo, Federico and Acheampong, Ransford A. and Dusparic, Ivana, Shared Autonomous Mobility-on-Demand: Learning-based approach and its performance in the presence of traffic congestion, IEEE Intelligent Transportation Systems Magazine, 2020, Journal Article, PUBLISHED  TARA - Full Text
M Gueriau, N Cardozo, I Dusparic, Constructivist Approach to State Space Adaptation in Reinforcement Learning, 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2019), Umea, Sweden, 2019, Conference Paper, PUBLISHED
A Taylor, I Dusparic, M Gueriau, S Clarke, Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer?, International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 2019, Conference Paper, PUBLISHED
Prasad, Amit and Dusparic, Ivana, Multi-agent deep reinforcement learning for zero energy communities, IEEE ISGT PES Europe 2019, 2019, Conference Paper, PUBLISHED
Cardozo, Nicolas and Dusparic, Ivana and Linares-Vasquez, Mario, Perspectives in Testing Deep RL, DeepTest Workshop, ICSE 2019, 2019, Conference Paper, PUBLISHED
Doyle, Christopher and Gueriau, Maxime and Dusparic, Ivana, Variational Policy Chaining for Lifelong Reinforcement Learning, ICTAI 2019: The IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2019, Conference Paper, PUBLISHED

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Urban Computing: The Technological Framework for Smart Cities in, Handbook of Smart Cities, Springer Nature, 2020, [Melanie Bouroche, Ivana Dusparic], Book Chapter, PUBLISHED
Caitlin Doyle Cottrill and Jan Fabian Ehmke and Franziska Klügl and Sabine Timpf, Computational Challenges in Cooperative Intelligent Urban Transport - Dagstuhl Seminar Report, Volume 6 Number 2, Dagstuhl, Germany, 2016, Report, PUBLISHED
M. Bouroche and V. Cahill and I. Dusparic and A. Garg and F. Bustamante, Research Challenges in Participatory Sensing for Urban Management Applications, School of Computer Science and Statistics, Trinity College Dublin, June, 2011, Report, PUBLISHED
Ivana Dusparic, Multi-Policy Optimization in Decentralized Autonomic Systems, Trinity College Dublin, 2010, Notes: [PhD thesis], Thesis, PUBLISHED
Ivana Dusparic, Pervasive Application Rights Management Architecture, Trinity College Dublin, 2005, Notes: [Department of Computer Science, , M.SC. thesis, . ], Thesis, PUBLISHED
Ivana Dusparic and Jim Dowling, Mobile Software Licensing , Department of Computer Science, Trinity College Dublin, 2003, Report, PUBLISHED


Award Date
Irish Software Association (ISA) Student Medal Award Finalist 2009