| |
2023 |
Dhivya Bharathi, Juan Manuel González Sopeña, Siobhan Clarke, Bidisha Ghosh |
Travel time prediction utilizing hybrid deep learning models Transportation Research Record: Journal of the Transportation Research Board. DOI: https://doi.org/10.1177/0361198123118296 |
| |
2023 |
Chaudhry, S.R. and Malazi, H.T. and Dhara, S. and Kazmi, A.H. and Clarke, S. |
Toward Context-Aware Information Dissemination in Autonomous Networks of Vehicles IEEE Communications Standards Magazine, 7(2), pp8-15. DOI: http://dx.doi.org/10.1109/MCOMSTD.0002.2200008 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
GATFormer: A Graph-based Transformer for Long-Term Forecasting of Traffic Overcrowding IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp1629-1635. DOI: http://dx.doi.org/10.1109/ITSC57777.2023.10422105 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
ATADA: Adaptive Time Aware Anomaly Detection Approach for Real-Time Intelligent Transportation Systems Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023, pp1563-1570. DOI: http://dx.doi.org/10.1109/BigData59044.2023.10386785 |
| |
2023 |
Gallagher, J. and Clarke, S. |
Energy efficient route prediction for solar powered vehicles Green Energy and Intelligent Transportation, 2(1). DOI: http://dx.doi.org/10.1016/j.geits.2022.100063 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
DBGAN: A Data Balancing Generative Adversarial Network for Mobility Pattern Recognition Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14148 LNCS, pp120-134. DOI: http://dx.doi.org/10.1007/978-3-031-39831-5_12 |
| |
2023 |
Majidi, A. and Jahanbakhsh, N. and Clarke, S. |
Time-Varying Real-Time Online Multi-Resource Allocation for Scaling the Slices and VNF Isolation IEEE INFOCOM 2023 - Conference on Computer Communications Workshops, INFOCOM WKSHPS 2023. DOI: http://dx.doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226178 |
| |
2023 |
Dhara, S. and Majidi, A. and Clarke, S. |
Revving up VNDN: Efficient caching and forwarding by expanding content popularity perspective and mobility Computer Communications, 212, pp342-352. DOI: http://dx.doi.org/10.1016/j.comcom.2023.10.004 |
| |
2022 |
Christian Humberto Cabrera Jojoa, Sergej Svorobej, Andrei Palade, Aqeel Kazmi, Siobhan Clarke |
MAACO: A Dynamic Service Placement Model for Smart Cities IEEE Transactions on Services Computing. DOI: https://doi.org/10.1109/TSC.2022.3143029 |
| |
2022 |
Tabatabaee Malazi, H. and Chaudhry, S.R. and Kazmi, A. and Palade, A. and Cabrera, C. and White, G. and Clarke, S. |
Dynamic Service Placement in Multi-Access Edge Computing: A Systematic Literature Review IEEE Access, 10, pp32639-32688. DOI: http://dx.doi.org/10.1109/ACCESS.2022.3160738 |
| |
2022 |
Bansal, M. and Chana, I. and Clarke, S. |
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications IEEE Transactions on Services Computing, pp1-16. DOI: http://dx.doi.org/10.1109/TSC.2022.3218044 |
| |
2022 |
Kazmi, A. and Chaudhry, S.R. and Malazi, H.T. and Dhara, S. and Clarke, S. |
Interoperable Internet of Things for Smart Transportation Systems in Circular Cities Computer, 55(12), pp86-97. DOI: http://dx.doi.org/10.1109/MC.2022.3202298 |
| |
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 |
| |
2021 |
Christian Cabrera, Siobhán Clarke |
A Reinforcement Learning-Based Service Model for the Internet of Things International Conference on Service-Oriented Computing. DOI: https://doi.org/10.1007/978-3-030-91431-8_56 |
| |
2021 |
Hadi Tabatabaee Malazi, Siobhán Clarke |
Distributed Service Placement and Workload Orchestration in a Multi-access Edge Computing Environment IEEE International Conference on Services Computing . DOI: http://dx.doi.org/10.1109/SCC53864.2021.00037 |
| |
2021 |
Fan Li, Gary White, Siobhan Clarke |
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2021.3070405 |
| |
2021 |
Jessica McCarthy, SR Chaudhry, Perumal Kuppuudaiyar, Radhika Loomba, Siobhan Clarke |
QoSA-ICN: An information-centric approach to QoS in vehicular environments Elsevier Vehicular Communications. DOI: https://doi.org/10.1016/j.vehcom.2021.100351 |
| |
2021 |
José Monreal Bailey, Hadi Tabatabaee Malazi, Siobhán Clarke |
Smoothing speed variability in age-friendly urban traffic management International Conference on Computational Science. DOI: https://doi.org/10.1007/978-3-030-77961-0_1 |
| |
2021 |
Behnam Khazael, Hadi Tabatabaee Malazi, Siobhán Clarke |
Complex Event Processing in Smart City Monitoring Applications IEEE Access. DOI: http://dx.doi.org/10.1109/ACCESS.2021.3119975 |
| |
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 |
| |
2020 |
Gary White, Siobhan Clarke |
Short-term qos forecasting at the edge for reliable service applications IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2020.2975799 |
| |
2020 |
Saqib Rasool Chaudhry, Andrei Palade, Aqeel Kazmi, Siobhán Clarke |
Improved QoS at the edge using serverless computing to deploy virtual network functions IEEE Internet of Things Journal. DOI: http://dx.doi.org/10.1109/JIOT.2020.3011057 |
| |
2020 |
Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke |
An urban-driven service request management model IEEE International Conference on Pervasive Computing and Communications. DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127371 |
| |
2020 |
Andrei Palade, Siobhán Clarke |
Collaborative agent communities for resilient service composition in mobile environments IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2020.2964753 |
| |
2020 |
Cabrera, C. and Palade, A. and White, G. and Clarke, S. |
An Urban-driven Service Request Management Model 18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020(9127371). DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127371 |
| |
2020 |
Clarke, S. and Wolfson, O. |
Smart Technologies and Cities, Specialty Grand Challenge Frontiers in Sustainable Cities, 2(22). DOI: http://dx.doi.org/10.3389/frsc.2020.00022 |
| |
2020 |
Chen, N. and Clarke, S. and Chen, S. |
Fog-based service enablement architecture Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics, pp151-177. DOI: http://dx.doi.org/10.1002/9781119501121.ch7 |
| |
2020 |
Cabrera, C. and Palade, A. and White, G. and Clarke, S. |
Artifact Abstract: An Urban-driven Service Request Management Model 18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020(9127382). DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127382 |
| |
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 |
| |
2019 |
Malekjafarian, A. and Golpayegani, F. and Moloney, C. and Clarke, S. |
A machine learning approach to bridge-damage detection using responses measured on a passing vehicle Sensors (Switzerland), 19(18). DOI: http://dx.doi.org/10.3390/s19184035 |
| |
2019 |
Li, F. and Palade, A. and Clarke, S. |
A Model for Distributed Service Level Agreement Negotiation in Internet of Things Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11895 LNCS, pp71-85. DOI: http://dx.doi.org/10.1007/978-3-030-33702-5_7 |
