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Dr. Ivana Dusparic

Associate Professor (Computer Science)
LLOYD INSTITUTE


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

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
Omoniwa, Babatunji and Galkin, Boris and Dusparic, Ivana, Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning, IEEE Consumer Communications and Networking Conference (CCNC) 2022, 2022, Conference Paper, PUBLISHED
Galkin, Boris and Fonseca, Erika and Lee, Gavin and Duff, Conor and Kelly, Marvin and Emmanuel, Edward and Dusparic, Ivana, Experimental Evaluation of a UAV User QoS from a Two-Tier 3.6 GHz Spectrum Network, ICC Workshops - 4th Workshop on Integrating UAVs into 5G and Beyond, 2021, Conference Paper, PUBLISHED  DOI
Cardozo, Nicolas and Dusparic, Ivana, Adaptation to Unknown Situations as the Holy Grail of Learning-Based Self-Adaptive Systems: Research Directions, SEAMS 2021 - International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021, pp252--253 , Conference Paper, PUBLISHED  DOI
Hribar, Jernej and Shinkuma, Ryoichi and Iosifidis, George and Dusparic, Ivana, Analyse or Transmit: Utilising Correlation at the Edge with Deep Reinforcement Learning, IEEE Global Communications Conference (GLOBECOM) 2021, 2021, Conference Paper, PUBLISHED  DOI
Kusic K., Ivanjko E., Vrbanic F., Greguric M., Dusparic I., Dynamic Variable Speed Limit Zones Allocation Using Distributed Multi-Agent Reinforcement Learning, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2021-September, 2021, p3238 - 3245, p3238-3245 , Journal Article, PUBLISHED  DOI
Fonseca E., Galkin B., Kelly M., Dasilva L.A., Dusparic I., Mobility for cellular-connected UAVs: Challenges for the network provider, 2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021, 2021, p136 - 141, Journal Article, PUBLISHED  DOI
Galkin, Boris and Fonseca, Erika and Amer, Ramy and DaSilva, Luiz A and Dusparic, Ivana, REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association, IEEE Transactions on Vehicular Technology, 2021, Journal Article, PUBLISHED
Castagna, Albertoa and Gueriau, Maxime and Vizzari, Giuseppe and Dusparic, Ivana, Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility, AI Communications, 34, (1), 2021, p73--88 , Journal Article, PUBLISHED
Acheampong, R. A., Cugurullo, F., Gueriau, M., & Dusparic, I. , Can autonomous vehicles enable sustainable mobility in future cities? Insights and policy challenges from user preferences over different urban transport options, Cities, 112, 2021, Journal Article, PUBLISHED  DOI
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
  

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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 Kl├╝gl 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