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Publications

Year Authors Title
  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, pp1-
  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)
  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
  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
  2016 Saeed Hajebi, Ehsan Roshani, Nicolás Cardozo, Stephen Barrett, Aidan Clarke, Siobhán Clarke Water distribution network sectorisation using graph theory and many-objective optimisation Journal of Hydroinformatics, 18(1), pp77-95. DOI: http://dx.doi.org/10.2166/hydro.2015.144
  2016 Golpayegani F, Dusparic I, Taylor A, Clarke S Multi-agent Collaboration for Conflict Management in Residential Demand Response Computer Communications, 96, pp63-72. DOI: http://dx.doi.org/10.1016/j.comcom.2016.04.020
  2016 Razzaque M.A, Clarke S Compression-based energy efficient sensor data gathering framework for smartphones , pp126-132. DOI: http://dx.doi.org/10.1109/IWCMC.2016.7577045
  2016 Razzaque M.A, Clarke S A security-aware safety management framework for IoT-integrated bikes , pp92-97. DOI: http://dx.doi.org/10.1109/WF-IoT.2015.7389033
  2016 M. A. Razzaque, Marija Milojevic-Jevric, Andrei Palade, Siobhán Clarke. Middleware for Internet of Things: a Survey IEEE Internet of Things Journal, 3(1), pp70-95. DOI: http://dx.doi.org/10.1109/JIOT.2015.2498900
  2016 Nanxi Chen, Nicolas Cardozo, Siobhán Clarke Goal-Driven Service Composition in Mobile and Pervasive Computing IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2016.2533348
  2016 Fatemeh Golpayegani, Siobhán Clarke. Goal-based Multi-agent Collaboration Community Formation: A Conceptual Model 4th Workshop on Goal Reasoning
  2015 Golpayegani, F., Dusparic, I., Clarke, S. Collaborative, parallel Monte Carlo Tree Search for autonomous electricity demand management Sustainable Internet and ICT for Sustainability, SustainIT 2015, pp7101360-. DOI: http://dx.doi.org/ 10.1109/SustainIT.2015.7101360
  2015 Nicolas Cardozo, Siobhán Clarke Context Slices: Lightweight discovery of behavioral adaptations Context-Oriented Programming Workshop, pp2:1--2:6. DOI: http://dx.doi.org/10.1145/2786545.2786554
  2015 Nallur, V., Elgammal, A., Clarke, S. Smart route planning using open data and participatory sensing IFIP Advances in Information and Communication Technology, 451, pp91-100. DOI: http://dx.doi.org/10.1007/978-3-319-17837-0_9
  2015 Song, H., Elgammal, A., Nallur, V., Chauvel, F., Fleurey, F., Clarke, S. On Architectural Diversity of Dynamic Adaptive Systems New Ideas and Emerging Results 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering, 2, pp595-598. DOI: http://dx.doi.org/10.1145/2820000/2819112
  2015 Vivek Nallur, Julien Monteil, Tyler Sammons, Melanie Bouroche, Siobhan Clarke Increasing Information in a Socio-Technical MAS Considered Contentious IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, pp25-30. DOI: http://dx.doi.org/10.1109/SASOW.2015.9
  2015 Ivana Dusparic, Adam Taylor, Andrei Marinescu, Vinny Cahill and Siobhán Clarke. Maximizing Renewable Energy Use with Decentralized Residential Demand Response. International Smart Cities Conference (ISC2), pp7366212. DOI: http://dx.doi.org/10.1109/ISC2.2015.7366212
  2015 Vivek Nallur, Amal Elgammal, and Siobhán Clarke. Smart Route Planning Using Open and Participatory Data
  2015 Nicolas Cardozo, Vivek Nallur, Siobhan Clarke Enabling participatory routing using a smart routing platform International Smart Cities Conference (ISC2). DOI: https://doi.org/10.1109/ISC2.2015.7366180
  2015 Marinescu A, Dusparic I, Taylor A, Canili V, Clarke S P-MARL: Prediction-based Multi-Agent Reinforcement Learning for non-stationary environments (extended abstract) , 3, pp1897-1898
  2015 Razzaque M.A, Clarke S Smart management of next generation bike sharing systems using Internet of Things . DOI: http://dx.doi.org/10.1109/ISC2.2015.7366219
  2015 Nicolás Cardozo ; Siobhán Clarke Language Design for Developing Smart Adaptive Services Smart Cities Conference (ISC2), 2015 IEEE First International, pp1-2. DOI: http://dx.doi.org/10.1109/ISC2.2015.7366184
  2015 Cheng B.H.C, Degueule T, Atkinson C, Clarke S, Frank U, Mosterman P.J, Sztipanovits J Motivating use cases for the globalization of DSLs Lecture Notes in Computer Science , 9400, pp21-42. DOI: http://dx.doi.org/10.1007/978-3-319-26172-0_3
  2015 Cavallo J, Marinescu A, Dusparic I, Clarke S Evaluation of forecasting methods for very small-scale networks Data Analytics for Renewable Energy Integration, pp56–75. DOI: http://dx.doi.org/10.1007/978-3-319-27430-0_5
  2014 Harris, C. : Doolan, R. ; Dusparic, I. ; Marinescu, A. ; Cahill, V. ; Clarke, S. A distributed agent based mechanism for shaping of aggregate demand on the smart grid ENERGYCON 2014 - IEEE, pp737 - 742 . DOI: http://dx.doi.org/10.1109/ENERGYCON.2014.6850508
  2014 Manzoor, A, Patsakis, C, Morris, A, McCarthy, J, Mullarkey, G, Pham, H, Clarke, S, Cahill, V, Bouroche, M CityWatch: exploiting sensor data to manage cities better Transactions on Emerging Telecommunication Technologies, 25(1), pp64-80. DOI: http://dx.doi.org/10.1002/ett.2786
  2014 Adam Taylor, Edgar Galván-López, Ivana Dusparic, Colin Harris, Andrei Marinescu, Siobhán Clarke and Vinny Cahill Self-Organising Algorithms for Residential Demand Response IEEE Conference on Technologies for Sustainability - Engineering and the Environment (SusTech 2014), pp55-60. DOI: http://dx.doi.org/10.1109/sustech.2014.7046218
  2014 Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill, and Siobhán Clarke. A dynamic forecasting method for small scale residential electrical demand IEEE International Joint Conference on Neural Networks (IJCNN 2014).. DOI: http://dx.doi.org/10.1109/ijcnn.2014.6889425
  2014 Galvan-Lopez, E., Harris, C., Trujillo, L., Rodriguez-Vazquez, K., Clarke, S., Cahill, V Autonomous demand-side management system based on monte carlo tree search ENERGYCON 2014 - IEEE, pp1263 - 1270 . DOI: http://dx.doi.org/10.1109/ENERGYCON.2014.6850585
  2014 Harris, C., Dusparic, I., Galván-López, E., (...), Cahill, V., Clarke, S. Set point control for charging of electric vehicles on the distribution network IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014, pp6816415. DOI: http://dx.doi.org/10.1109/ISGT.2014.6816415
  2014 Marinescu, A., Harris, C., Dusparic, I., Cahill, V., Clarke, S. A hybrid approach to very small scale electrical demand forecasting IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014, pp6816426-. DOI: http://dx.doi.org/10.1109/ISGT.2014.6816426
  2014 Galvan-Lopez, E., Li, R., Patsakis, C., Clarke, S., Cahill, V. Heuristic-based multi-agent Monte Carlo tree search IISA 2014 - 5th International Conference on Information, Intelligence, Systems and Applications, pp177-182. DOI: http://dx.doi.org/10.1109/IISA.2014.6878747
  2014 Eamonn O'Toole, Vivek Nallur and Siobhán Clarke. Towards Decentralised Detection of Emergence in Complex Adaptive Systems 8th IEEE International Conference on Self-Adaptive, Self-Organising Systems (SASO 2014).. DOI: http://dx.doi.org/10.1109/saso.2014.18
  2014 Adam Taylor, Ivana Dusparic, Edgar Galván-López, Siobhán Clarke and Vinny Cahill. Accelerating Learning in Multi-Objective Systems through Transfer Learning Special Session on Learning and Optimization in Multi-Criteria Dynamic and Uncertain Environments at the IEEE International Joint Conference on Neural Networks (IJCNN 2014).. DOI: http://dx.doi.org/10.1109/ijcnn.2014.6889438
  2014 Baudry, B.a , Monperrus, M.a , Mony, C.b , Chauvel, F.c , Fleurey, F.c , Clarke, S DIVERSIFY: Ecology-inspired software evolution for diversity emergence 2014 Software Evolution Week - IEEE Conference on Software Maintenance, Reengineering, and Reverse Engineering, , pp395-398. DOI: http://dx.doi.org/10.1109/CSMR-WCRE.2014.6747203
  2014 Hajebi, Saeed Temate, Suzy Barrett, Stephen Clarke, Aidan Clarke, Siobhán Water distribution network sectorization using structural graph partitioning and multiobjective optimization 16th Conference on Water Distribution System Analysis, WDSA 2014. DOI: http://dx.doi.org/10.1016/j.proeng.2014.11.238
  2014 Nanxi Chen and Siobhán Clarke. A Dynamic Service Composition Model for Adaptive Systems in Mobile Computing Environments 12th International Conference on Service-Oriented Computing . DOI: http://dx.doi.org/10.1007/978-3-662-45391-9_7
  2014 Pawel Idziak and Siobhán Clarke. An Analysis of Decision-Making Techniques in Dynamic, Self-Adaptive Systems Workshop on Self-Improving System Integration (SISSY14). DOI: http://dx.doi.org/10.1109/sasow.2014.23
  2014 Giese, H., Bencomo, N., Pasquale, L., Ramirez, A.J., Inverardi, P., Wätzoldt, S., Clarke, S Living with uncertainty in the age of runtime models Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8378, pp 47-100. DOI: http://dx.doi.org/10.1007/978-3-319-08915-7_3
  2014 Christin Groba, Siobhán Clarke Opportunistic service composition in dynamic ad hoc environments IEEE Transactions on Services Computing (TSC), 99, pp1939-1374. DOI: http://dx.doi.org/10.1109/TSC.2013.2295811
  2014 Galván-López, E., Taylor, A., Clarke, S., Cahill, V Design of an automatic Demand-Side Management system based on evolutionary algorithms ACM Symposium on Applied Computing, pp525-531. DOI: http://dx.doi.org/10.1145/2554850.2554959
  2013 Manzoor, A., Truong, H.-L., Calatroni, A., Roggen, D., Bouroche, M., Clarke, S., Cahill, V., Tröster, G., Dustdar, S. Analyzing the impact of different action primitives in designing high-level human activity recognition systems Journal of Ambient Intelligence and Smart Environments, 5(5), pp443-461. DOI: http://dx.doi.org/10.3233/AIS-130223
  2013 Marinescu, A., Harris, C., Dusparic, I., Clarke, S., Cahill, V. Residential electrical demand forecasting in very small scale: An evaluation of forecasting methods 2nd International Workshop on Software Engineering Challenges for the Smart Grid, SE4SG 2013, pp25-32. DOI: http://dx.doi.org/10.1109/SE4SG.2013.6596108
  2013 Meschiari, L. , Harris, C. , Clarke, S. Analysis of approaches to coordinated charging of electric vehicles on the distribution grid 2nd International Conference on Smart Grids and Green IT Systems, pp95-98
  2013 Hajebi, S. , Barrett, S. , Clarke, A. , Clarke, S Multi-agent simulation to support water distribution network partitioning 27th Annual European Simulation and Modelling Conference, ESM 2013, pp163-168
  2013 Hajebi, Saeed Song, Hui Barrett, Stephen Clarke, Aidan Clarke, Siobhán Towards a Reference Model for Water Smart Grid International Journal of Advances in Engineering, Science and Technology (IJAEST), 2(3), pp310-317
  2013 Raj, A. , Barrett, S. , Clarke, S. Run-time root cause analysis in adaptive distributed systems Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8186, pp292-301. DOI: http://dx.doi.org/10.1007/978-3-642-41033-8_38
  2013 Siobhán Clarke, Gillian Wylie, Hans Zomer ICT 4 the MDGs? A Perspective on ICT's Role in Addressing Urban Poverty in the Context of the Millennium Development Goals. Information Technologies & International Development, 9(4), pp55-70

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