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Publications

Year Authors Title
  2021 White, G. and Zink, A. and Codecá, L. and Clarke, S. A digital twin smart city for citizen feedback Cities, 110(103064). DOI: http://dx.doi.org/10.1016/j.cities.2020.103064
  2021 Bansal, M. and Chana, I. and Clarke, S. A Survey on IoT Big Data: Current Status, 13 V's Challenges, and Future Directions ACM Computing Surveys, 53(6). DOI: http://dx.doi.org/10.1145/3419634
  2020 Palade, A. and Mukhopadhyay, A. and Kazmi, A. and Cabrera, C. and Nomayo, E. and Iosifidis, G. and Ruffini, M. and Clarke, S. A swarm-based approach for function placement in federated edges Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020(9284644), pp48-50. DOI: http://dx.doi.org/10.1109/SCC49832.2020.00013
  2020 Li, F. and Clarke, S. Automated SLA negotiation in a dynamic IoT environment - A metaheuristic approach Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12571 LNCS, pp110-120. DOI: http://dx.doi.org/10.1007/978-3-030-65310-1_9
  2020 White, G. and Clarke, S. Urban Intelligence with Deep Edges IEEE Access, 8(8949510), pp7518-7530. DOI: http://dx.doi.org/10.1109/ACCESS.2020.2963912
  2020 Chen, N. and Li, F. and White, G. and Clarke, S. and Yang, Y. A decentralized adaptation system for QoS optimization Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics, pp213-247. DOI: http://dx.doi.org/10.1002/9781119501121.ch9
  2019 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, 10(3), pp3319402. DOI: HTTP://DX.DOI.ORG/10.1145/3319402
  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)
  2019 White G, Cabrera C, Palade A, Clarke S Augmented reality in IoT ICSOC 2018: Service-Oriented Computing – ICSOC 2018 Workshops , pp149-160. DOI: http://dx.doi.org/10.1007/978-3-030-17642-6_13
  2019 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. DOI: http://dx.doi.org/10.1002/er.4559
  2019 White G, Clarke S Smart Cities with Deep Edges Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp53-64. DOI: http://dx.doi.org/10.1007/978-3-030-13453-2_5
  2019 McKenna, C. and Clarke, S. and Golpayegani, F. Floating Buses: Dynamic Route planning and Passenger Allocation based on Real-time Demand 2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019(9064471), pp2203-2207. DOI: http://dx.doi.org/10.1109/ICCC47050.2019.9064471
  2019 McCarthy, J. and Kuppuudaiyar, P. and Loomba, R. and Clarke, S. Towards an ICN approach to QoS in a dynamic edge environment 2019 IEEE Globecom Workshops, GC Wkshps 2019 - Proceedings(9024596). DOI: http://dx.doi.org/10.1109/GCWkshps45667.2019.9024596
  2019 Bailey, J.M. and Golpayegani, F. and Clarke, S. CoMASig: A Collaborative Multi-Agent Signal Control to Support Senior Drivers 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019(8917531), pp1239-1244. DOI: http://dx.doi.org/10.1109/ITSC.2019.8917531
  2019 Li, F. and Clarke, S. A Context-Based Strategy for SLA Negotiation in the IoT Environment 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019(8730752), pp208-213. DOI: http://dx.doi.org/10.1109/PERCOMW.2019.8730752
  2019 Cabrera Jojoa, C.H. and Clarke, S. A Self-Adaptive Service Discovery Model for Smart Cities IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2019.2944356
  2019 White, G. and Liang, Z. and Clarke, S. A Quantified-Self Framework for Exploring and Enhancing Personal Productivity Proceedings - International Workshop on Content-Based Multimedia Indexing, 2019-September(8877475). DOI: http://dx.doi.org/10.1109/CBMI.2019.8877475
  2019 Litoiu, M. and Clarke, S. and Tei, K. Message from the Chairs of SEAMS 2019 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems, 2019-May(8787104). DOI: http://dx.doi.org/10.1109/SEAMS.2019.00006
  2019 Li, F. and Cabrera, C. and Clarke, S. A WS-agreement based SLA ontology for IoT services Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11519 LNCS, pp58-72. DOI: http://dx.doi.org/10.1007/978-3-030-23357-0_5
  2019 Palade, A. and Kazmi, A. and Clarke, S. An evaluation of open source serverless computing frameworks support at the Edge Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019(8817155), pp206-211. DOI: http://dx.doi.org/10.1109/SERVICES.2019.00057
  2019 White, G. and Palade, A. and Cabrera, C. and Clarke, S. Autoencoders for QoS prediction at the Edge 2019 IEEE International Conference on Pervasive Computing and Communications, PerCom 2019(8767397). DOI: http://dx.doi.org/10.1109/PERCOM.2019.8767397
  2019 Cabri, G. and Dobson, S. and De Sanctis, M. and Bourcier, J. and Schiendorfer, A. and Dustdar, S. and Damiani, F. and Musoles... ECAS 2018 Foreword: 3rd Workshop on Engineering Collective Adaptive Systems Proceedings - 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018(8599156). DOI: http://dx.doi.org/10.1109/FAS-W.2018.00009
  2018 Nanxi Chen, Nicolas Cardozo, Siobhán Clarke Goal-Driven Service Composition in Mobile and Pervasive Computing IEEE Transactions on Services Computing, 11(1), pp49-62. DOI: http://dx.doi.org/10.1109/TSC.2016.2533348
  2018 Fatemeh Golpayegani, Zahra Sahaf, Ivana Dusparic, SIobhan Clarke Participant Selection for Short-term Collaboration in Open Multi-agent systems Simulation Modelling Practice and Theory, 83, pp149-161. DOI: https://doi.org/10.1016/j.simpat.2017.11.007
  2018 Nallur Vivek, Clarke Siobhán Clonal plasticity: an autonomic mechanism for multi-agent systems to self-diversify Springer Autonomous Agents and Multi-Agent Systems , 32(2), pp275-311
  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, pp304-313
  2018 Andrei Palade, Siobhan Clarke Stigmergy-Based QoS Optimisation for Flexible Service Composition in Mobile Communities 2018 IEEE World Congress on Services (SERVICES). DOI: http://dx.doi.org/10.1109/SERVICES.2018.00027
  2018 Andrei Palade, Christian Cabrera, Gary White, Siobhan Clarke Stigmergic Service Composition and Adaptation in Mobile Environments 16th International Conference on Service Oriented Computing. DOI: http://dx.doi.org/10.1007/978-3-030-03596-9_45
  2018 Gary White, Andrei Palade, Siobhán Clarke Forecasting qos attributes using lstm networks IEEE International Joint Conference on Neural Networks (IJCNN). DOI: http://dx.doi.org/10.1109/IJCNN.2018.8489052
  2018 Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke IoTPredict: collaborative QoS prediction in IoT IEEE International Conference on Pervasive Computing and Communications (PerCom). DOI: http://dx.doi.org/10.1109/PERCOM.2018.8444598
  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), pp3-23. DOI: http://dx.doi.org/10.1007/s40860-018-0055-4
  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). DOI: http://dx.doi.org/10.1109/PERCOM.2018.8444606
  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). DOI: http://dx.doi.org/10.1109/ICTAI.2018.00135
  2018 Cabrera C, White G, Palade A, Clarke S The Right Service at the Right Place: A Service Model for Smart Cities . DOI: http://dx.doi.org/10.1109/PERCOM.2018.8444606
  2018 Clarke S, Nallur V Clonal plasticity: An autonomic mechanism for multi-agent systems to self-diversify: JAAMAS track , 2, pp774-776
  2018 White G, Palade A, Clarke S QoS Prediction for Reliable Service Composition in IoT ICSOC 2017: Service-Oriented Computing – ICSOC 2017 Workshops , pp149-160 . DOI: http://dx.doi.org/10.1007/978-3-319-91764-1_12
  2018 Golpayegani, F. and Clarke, S. Co-ride: Collaborative preference-based taxi-sharing and taxi-dispatch Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, 2018-November(8576133), pp864-871. DOI: http://dx.doi.org/10.1109/ICTAI.2018.00135
  2018 Bansal, M. and Chana, I. and Clarke, S. Enablement of IoT based context-aware smart home with fog computing Fog Computing: Breakthroughs in Research and Practice, pp251-263. DOI: http://dx.doi.org/10.4018/978-1-5225-5649-7.ch013
  2017 Weisbach M, Taing N, Wutzler M, Springer T, Schill A, Clarke S Decentralized coordination of dynamic software updates in the Internet of Things , pp171-176. DOI: http://dx.doi.org/10.1109/WF-IoT.2016.7845450
  2017 Eamonn O'Toole, Vivek Nallur, Siobhán Clarke. Decentralised Detection of Emergence in Complex Adaptive Systems ACM Transactions on Autonomous and Adaptive Systems, 12(1), pp4-. DOI: http://doi.org/10.1145/3019597
  2017 Andrei Marinescu, Ivana Dusparic, Siobhán Clarke. Prediction-Based Multi-Agent Reinforcement Learning in Inherently Non-Stationary Environments ACM Transactions on Autonomous and Adaptive Systems, 12(2). DOI: http://dx.doi.org/10.1145/3070861
  2017 Christian Cabrera, Andrei Palade, Siobhán Clarke An Evaluation of Service Discovery Protocols in the Internet of Things 32nd ACM Symposium On Applied Computing 2017, pp469-476 . DOI: http://dx.doi.org/10.1145/3019612.3019698
  2017 Dusparic, I., Taylor, A., Marinescu, A., Golpayegani, F., Clarke, S. Residential demand response: Experimental evaluation and comparison of self-organizing techniques Renewable and Sustainable Energy Reviews, 80, pp1528-1536 . DOI: http://doi.org/10.1016/j.rser.2017.07.033
  2017 White, G. and Nallur, V. and Clarke, S. Quality of service approaches in IoT: A systematic mapping Journal of Systems and Software, 132, pp186-203. DOI: http://dx.doi.org/10.1016/j.jss.2017.05.125
  2017 Horcas, J.M. and Monteil, J. and Bouroche, M. and Pinto, M. and Fuentes, L. and Clarke, S. Context-dependent reconfiguration of autonomous vehicles in mixed traffic Journal of Software: Evolution and Process. DOI: http://dx.doi.org/10.1002/smr.1926
  2017 Palade Andrei, Cabrera Christian, White Gary, Razzaque MA, Clarke Siobhán Middleware for Internet of Things: A quantitative evaluation in small scale , pp1 -6
  2017 White Gary, Palade Andrei, Cabrera Christian, Clarke Siobhán Quantitative evaluation of qos prediction in iot , pp61 -66
  2017 Cabrera Christian, Li Fan, Nallur Vivek, Palade Andrei, Razzaque MA, White Gary, Clarke Siobhán Implementing heterogeneous, autonomous, and resilient services in IoT: An experience report , pp1 -6
  2016 Vivek Nallur, Nicolas Cardozo, Siobhan Clarke Clonal Plasticity: A Method for Decentralized Adaptation in Multi-agent Systems 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems , pp122-128 . DOI: http://dx.doi.org/10.1145/2897053.2897067
  2016 Vivek Nallur, Eamonn O'Toole, Nicolas Cardozo, Siobhan Clarke Algorithm Diversity: A Mechanism for Distributive Justice in a Socio-Technical MAS International Conference on Autonomous Agents & Multiagent Systems, pp420-428

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