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Ivana Dusparic
Ivana Dusparic
Associate Professor, School of Computer Science and Statistics, Trinity College Dublin
在 scss.tcd.ie 的电子邮件经过验证 - 首页
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引用次数
引用次数
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FedSBS: Federated-Learning participant-selection method for Intrusion Detection Systems
H Cunha Neto, J Hribar, I Dusparic, NC Fernandes, DMF Mattos
Computer Networks 244, 2024
2024
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning
J Gajcin, I Dusparic
The 23rd International Conference on Autonomous Agents and Multi-Agent …, 2024
32024
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities
J Gajcin, I Dusparic
ACM Computing Surveys 56 (9), 1-33, 2024
92024
Learning Recovery Strategies for Dynamic Self-healing in Reactive Systems
M Sanabria, N Cardozo, I Dusparic
19th International Conference on Software Engineering for Adaptive and Self …, 2024
12024
Learning-assisted User Scheduling and Beamforming for mmWave Vehicular Networks
B Xie, S Chen, S Zhou, Z Niu, G B., I Dusparic
IEEE Transactions on Vehicular Technology, 2024
12024
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies
J Gajcin, I Dusparic
https://arxiv.org/abs/2402.06503, 2024
2024
Guest editorial: Role of agents in traffic and transportation
M Lujak, ALC Bazzan, I Dusparic, G Vizzari
Computer Science and Information Systems 21 (1), 0-0, 2024
2024
Agents in Traffic and Transportation (ATT 2022): Revised and Extended Papers
ALC Bazzan, I Dusparic, M Lujak, G Vizzari
AI Communications 37 (2), 185-187, 2024
12024
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning
A Castagna, I Dusparic
26th European Conference on Artificial Intelligence ECAI 2023, 2023
12023
Message from the Program Chairs ACSOS 2023
I Dusparic, B Porter
2023 IEEE International Conference on Autonomic Computing and Self …, 2023
2023
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification
J Gajcin, J McCarthy, R Nair, Rahul, Marinescu, E Daly, I Dusparic
European Conference on Artificial Intelligence (ECAI), 2023
22023
Auto-cop: adaptation generation in context-oriented programming using reinforcement learning options
N Cardozo, I Dusparic
Information and Software Technology (IST), 2023
62023
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks
B Omoniwa, B Galkin, I Dusparic
Vehicular Communications, 2023
6*2023
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks
B Omoniwa, B Galkin, I Dusparic
IEEE WiMob - 19th International Conference on Wireless and Mobile Computing …, 2023
12023
Prevalence of Code Smells in Reinforcement Learning Projects
N Cardozo, I Dusparic, C Cabrera
CAIN 2023 - 2nd International Conference on AI Engineering – Software …, 2023
72023
Reservation of Virtualized Resources with Optimistic Online Learning
JB Monteil, G Iosifidis, I Dusparic
IEEE International Conference on Communications (ICC) 2023, 2023
12023
A survey on securing federated learning: Analysis of applications, attacks, challenges, and trends
HNC Neto, J Hribar, I Dusparic, DMF Mattos, NC Fernandes
IEEE Access 11, 41928-41953, 2023
15*2023
Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning
J Hribar, L Hackett, I Dusparic
International Conference on Agents and Artificial Intelligence (ICAART) 2023, 2023
12023
Adaptive height optimization for cellular-connected UAVs: A deep reinforcement learning approach
E Fonseca, B Galkin, R Amer, LA DaSilva, I Dusparic
IEEE Access 11, 5966-5980, 2023
10*2023
Prequential Model Selection for Time Series Forecasting based on Saliency Maps
S Tomar, S Tirupathi, DV Salwala, I Dusparic, E Daly
2022 IEEE International Conference on Big Data (Big Data), 3383-3392, 2022
22022
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