Siobhán Clarke
Academic
I am the Professor of Software Systems at School of Computer Science and Statistics at Trinity College Dublin.
My current research focus is on software engineering models for the provision of smart and dynamic software services to urban stakeholders, addressing research challenges in the engineering of dynamic software in large-scale, ad hoc, mobile environments.
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2018. Stigmergic Service Composition and Adaptation in Mobile Environments. Service-Oriented Computing.
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2018. Forecasting QoS Attributes Using LSTM Networks. International Joint Conference on Neural Networks .
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2018. IoTPredict: Collaborative QoS Prediction in IoT. 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom).
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2017. Participant Selection for Short-term Collaboration in Open Multi-agent systems. Simulation Modelling Practice and Theory.
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2017. Prediction-Based Multi-Agent Reinforcement Learning in Inherently Non-Stationary Environments. ACM Trans. Auton. Adapt. Syst.. 12:9:1–9:23.
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2017. Context‐dependent reconfiguration of autonomous vehicles in mixed traffic. Journal of Software: Evolution and Process. 30
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2017. Residential demand response: Experimental evaluation and comparison of self-organizing techniques. Renewable and Sustainable Energy Reviews. 80:1528-1536.
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2016. Multi-agent Collaboration for Conflict Management in Residential Demand Response. Computer Communications.
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2016. Goal-Driven Service Composition in Mobile and Pervasive Computing. IEEE Transactions on Services Computing. PP
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2016. Compression-based energy efficient sensor data gathering framework for smartphones. 2016 International Wireless Communications and Mobile Computing Conference, IWCMC 20162016 International Wireless Communications and Mobile Computing Conference, IWCMC 2016.
