DSG - Publications

F Golpayegani, I Dusparic, S Clarke, Using Social Dependence to Enable Neighbourly Behaviour in Open Multi-Agent Systems, ACM Transactions on Intelligent Systems and Technology, 2019
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
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
White G, Clarke S, Smart Cities with Deep Edges, CML PKDD 2018: ECML PKDD 2018 Workshops, Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2019, pp53-64
White G, Cabrera C, Palade A, Clarke S, Augmented reality in IoT, LNCS, ICSOC 2018: Service-Oriented Computing - ICSOC 2018 Workshops , 2019, pp149-160
Marinescu A, Taylor A, Clarke S, Serban I, Marinescu C, Optimising residential electric vehicle charging under renewable energy: Multi-agent learning in software simulation and hardware-in-the-loop evaluation, International Journal of Energy Research, 2019
Maxime Gueriau and Ivana Dusparic, SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning, The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC2018)., 2018
Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke, Services in IoT: A Service Planning Model Based on Consumer Feedback, International Conference on Service-Oriented Computing, China, 2018/11/12, Springer, 2018, pp304 - 313
Andrei Palade, Christian Cabrera, Gary White, Siobhan Clarke, Stigmergic Service Composition and Adaptation in Mobile Environments, 16th International Conference on Service Oriented Computing, Hangzhou, Zhejiang, China, 12-15.11.2018, 2018
Fatemeh Golpayegani, Siobhán Clarke, Co-Ride: Collaborative Preference-based Taxi-sharing and Taxi-dispatch, IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), 2018
Andrei Palade, Siobhan Clarke, Stigmergy-Based QoS Optimisation for Flexible Service Composition in Mobile Communities, 2018 IEEE World Congress on Services (SERVICES), San Francisco, USA, 2018
Andrei Palade, Christian Cabrera, Fan Li, Gary White, MA Razzaque, Siobhán Clarke, Middleware for internet of things: an evaluation in a small-scale IoT environment, Springer Journal of Reliable Intelligent Environments, 4, (1), 2018, p3-23
Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke, IoTPredict: collaborative QoS prediction in IoT, IEEE International Conference on Pervasive Computing and Communications (PerCom), 2018
Christian Cabrera, Gary White, Andrei Palade, Siobhán Clarke, The right service at the right place: a service model for smart cities, IEEE International Conference on Pervasive Computing and Communications (PerCom), 2018
Gary White, Andrei Palade, Siobhán Clarke, Forecasting qos attributes using lstm networks, IEEE International Joint Conference on Neural Networks (IJCNN), 2018
Martin Connolly, Ivana Dusparic and Mélanie Bouroche, An Identity Privacy Preserving Incentivization Scheme for Participatory Sensing, International Conference on Mobile Computing and Ubiquitous Networking (ICMU), 2018, 2018, pp1 - 8
Monteil J., Bouroche M., Leith D.J., L₂ and L∞ Stability Analysis of Heterogeneous Traffic With Application to Parameter Optimization for the Control of Automated Vehicles, IEEE Transactions on Control Systems Technology, 2018
Martin Connolly, Ivana Dusparic, Georgios Iosifidis, Melanie Bouroche, Adaptive Reward Allocation for Participatory Sensing, Wireless Communications and Mobile Computing, 2018, 2018, p1--15
S Bennati, I Dusparic, R Shinde, CM Jonker, Volunteers in the Smart City: Comparison of Contribution Strategies on Human-Centered Measures, Sensors, 2018
Nicolas Cardozo, Ivana Dusparic, Generating Software Adaptations using Machine Learning, ML4PL: 2nd International Workshop on Machine Learning Techniques for Programming Languages at ECOOP 2018, Amsterdam, The Netherlands, 2018

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