School of Computer Science and Digital Technologies

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  • 2020

    Genetic Programming with Transfer Learning for Urban Traffic Modelling and Prediction

    Ekárt, A., Patelli, A., Lush, V. & Ilie-Zudor, E., 3 Sept 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185880

    Research output: Chapter in Book/Published conference output › Conference publication

  • Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning

    Kuang, Y., Weinberg, A. I., Vogiatzis, G. & Faria, D. R., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 432-437 6 p. 9223473. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Governing Principles of Self-Sovereign Identity Applied to Blockchain Enabled Privacy Preserving Identity Management Systems

    Naik, N. & Jenkins, P., 4 Dec 2020, ISSE 2020 - 6th IEEE International Symposium on Systems Engineering, Proceedings. IEEE, 9272212. (ISSE 2020 - 6th IEEE International Symposium on Systems Engineering, Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Graph Neural Networks for Human-aware Social Navigation

    Manso, L. J., Jorvekar, R. R., Faria, D., Bustos, P. & Bachiller, P., 3 Nov 2020, Advances in Physical Agents II - Proceedings of the 21st International Workshop of Physical Agents WAF 2020. Bergasa, L. M., Ocaña, M., Barea, R., López-Guillén, E. & Revenga, P. (eds.). Springer, p. 167-179 13 p. (Advances in Intelligent Systems and Computing; vol. 1285).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Greedy Strategy and Self-Adaptive Crossover Operator Based Monarch Butterfly Optimization for Simultaneous Integration of Renewables and Battery Energy Storage in Distribution Systems

    Singh, P., Singh, B., Bishnoi, S. K., Meena, N. K. & Jin Yang, 19 Mar 2020, 8th Renewable Power Generation Conference (RPG 2019). IEEE, p. 35 (8 pp.)-35 (8 pp.)

    Research output: Chapter in Book/Published conference output › Conference publication

  • High capacity wideband discrete raman amplifiers: Progress, challenges, and future prospects

    Krzczanowicz, L., Iqbal, M. A., Phillips, I. D., Harper, P. & Forysiak, W., 22 Sept 2020, 2020 22nd International Conference on Transparent Optical Networks, ICTON 2020. IEEE, 9203394. (International Conference on Transparent Optical Networks; vol. 2020-July).

    Research output: Chapter in Book/Published conference output › Conference publication

  • How to Successfully Run a Digital Apprenticeship: The Programming Boot Camp Case Study

    Patelli, A., Beaumont, T. & James, G., 10 Jan 2020, Proceedings - 4th Conference on Computing Education Practice, CEP 2020. ACM, p. 1-4 3. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Indoor positioning system in visually-degraded environments with millimetre-wave radar and inertial sensors: Demo abstract

    Dai, Z., Saputra, M. R. U., Lu, C. X., Trigoni, N. & Markham, A., 16 Nov 2020, SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems. ACM, p. 623-624 2 p. (SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Integrating healthcare data for enhanced citizen-centred care and analytics

    Bowles, J. K. F., Mendoza-Santana, J., Vermeulen, A. F., Webber, T. & Blackledge, E., 23 Nov 2020, Integrated Citizen Centered Digital Health and Social Care: Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference. Varri, A., Delgado, J., Gallos, P., Hagglund, M., Hayrinen, K., Kinnunen, U.-M., Pape-Haugaard, L. B., Peltonen, L.-M., Saranto, K. & Scott, P. (eds.). p. 17-21 5 p. (Studies in Health Technology and Informatics; vol. 275).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Intelligent Translation Memory Matching and Retrieval with Sentence Encoders

    Ranasinghe, T., Orǎsan, C. & Mitkov, R., Nov 2020, Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. Association for Computational Linguistics (ACL), p. 175-184 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Interacting with Next-Generation Smart Patient-Centric Healthcare Systems

    Bowles, J., Mendoza-Santana, J. & Webber, T., 13 Jul 2020, UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization. ACM, p. 191-192 2 p. (UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Key concepts of group pattern discovery algorithms from spatiooral trajectories

    Dluzniak, K., Jie, W., Wang, H. & Xing, W., 23 Mar 2020, Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019. Zhuge, H. & Sun, X. (eds.). IEEE, p. 190-197 8 p. 9044133. (Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Language Support for Multi Agent Reinforcement Learning

    Clark, T., Barn, B., Kulkarni, V. & Barat, S., 27 Feb 2020, iSOFT - Proceedings of the 13th Innovations in Software Engineering Conference (Formerly known as India Software Engineering Conference), ISEC 2020. ACM, 7

    Research output: Chapter in Book/Published conference output › Conference publication

  • Learning Agile Scrum Methodology Using the Groupware Tool Trello® Through Collaborative Working

    Naik, N., Jenkins, P. & Newell, D., 2020, Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019. Barolli, L., Ikeda, M. & Hussain, F. K. (eds.). Springer, p. 343-355 13 p. (Advances in Intelligent Systems and Computing; vol. 993).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Lockout-Tagout Ransomware: A Detection Method for Ransomware using Fuzzy Hashing and Clustering

    Naik, N., Jenkins, P., Gillett, J., Mouratidis, H., Naik, K. & Song, J., 20 Feb 2020, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. IEEE, p. 641-648 8 p. 9003148. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Message from the Chairs

    Lämmel, R., Tratt, L., De Lara, J., García-Domínguez, A., Diekmann, L. & Burgueño, L., 16 Nov 2020, SLE 2020: Proceedings of the 13th ACM SIGPLAN International Conference on Software Language Engineering. ACM, p. III (SLE 2020 - Proceedings of the 13th ACM SIGPLAN International Conference on Software Language Engineering, Co-located with SPLASH 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

  • MOEA/D with Random Partial Update Strategy

    Lavinas, Y., Aranha, C., Ladeira, M. & Campelo, F., 3 Sept 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 8 p. 9185527

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed

    Garg, D., Chli, M. & Vogiatzis, G., 24 Dec 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. IEEE, 9294375. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Multi-camera Torso Pose Estimation using Graph Neural Networks

    Rodriguez-Criado, D., Bachiller, P., Bustos, P., Vogiatzis, G. & Manso, L. J., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 827-832 6 p. 9223542. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Multilingual Offensive Language Identification with Cross-lingual Embeddings

    Ranasinghe, T. & Zampieri, M., Nov 2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics (ACL), p. 5838-5844 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Multisymbol periodic nonlinear fourier transform communication

    Kamalian-Kopae, M., Vasylchenkova, A., Shepelsky, D., Prilepsky, J. & Turitsyn, S., 30 Jun 2020, IET Conference Publications: 45th European Conference on Optical Communication (ECOC 2019). CP765 ed. IET, (IET Conference Publications; vol. 2019, no. CP765).

    Research output: Chapter in Book/Published conference output › Conference publication

  • New adaptive control strategies for open-end winding permanent magnet synchronous generator(OEW-PMSG) for wind power generation

    Xing, N., Hu, S., Lin, Z., Tan, Z., Cao, W. & Gadoue, S., 17 Dec 2020, The 10th International Conference on Power Electronics, Machines and Drives (PEMD 2020). IET, Vol. 2020. p. 838-843 6 p. 9545345

    Research output: Chapter in Book/Published conference output › Conference publication

  • News Image Captioning Based on Text Summarization Using Image as Query

    Chen, J. & Zhuge, H., 23 Mar 2020, Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019. Zhuge, H. & Sun, X. (eds.). IEEE, p. 123-126 4 p. 9044045. (Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Next steps in variability management due to autonomous behaviour and runtime learning

    Bencomo, N., 5 Feb 2020, Proceedings - VaMoS 2020: 14th International Working Conference on Variability Modelling of Software-Intensive Systems. Cordy, M., Acher, M., Beuche, D. & Saake, G. (eds.). ACM, p. 1-2 a2

    Research output: Chapter in Book/Published conference output › Conference publication

  • Noise Figure Evaluation of Polarization-insensitive Single-pump Fiber Optical Parametric Amplifiers

    Gordienko, V., Ferreira, F., Laperle, C., O’sullivan, M., Gaur, C. B., Roberts, K. & Doran, N., 13 May 2020, 2020 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, W4B.4

    Research output: Chapter in Book/Published conference output › Conference publication

  • NOMA Enhanced 5G Distributed Vehicle to Vehicle Communication for Connected Autonomous Vehicles

    Tang, Z. & He, J., 21 Sept 2020, MobiArch 2020 - Proceedings of the 2020 ACM MobiArch 2020 the 15th Workshop on Mobility in the Evolving Internet Architecture, Part of Mobicom 2020. ACM, p. 42-47 6 p. (MobiArch 2020 - Proceedings of the 2020 ACM MobiArch 2020 the 15th Workshop on Mobility in the Evolving Internet Architecture, Part of Mobicom 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Nonlinear Tolerance Enhancement Based on Perturbation Theory for Optical Phase Conjugation Systems

    Nguyen, T. T., Harper, P., Sunish Kumar, O. S. & Ellis, A., 12 Mar 2020, 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. p. Th2A.52 9083480. (Optics InfoBase Conference Papers; vol. Part F174-OFC 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Observation of the Parameters Describing Coupling between Waveguides and Elongated Bottle Microresonators Designed for Quantum Applications

    Vitullo, D. L. P., Zaki, S., Jones, D. E., Sumetsky, M. & Brodsky, M., 17 Sept 2020, Frontiers in Optics 2020. JM6B.28

    Research output: Chapter in Book/Published conference output › Conference publication

  • Offensive Language Identification in Greek

    Pitenis, Z., Zampieri, M. & Ranasinghe, T., May 2020, Proceedings of the 12th Language Resources and Evaluation Conference. p. 5113–5119

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Online Harmonic Elimination Pulse Width Modulation Method for Modular Multilevel Converter

    Amjad, A. M., Mehran, K. & Gadoue, S., 25 Jun 2020, APEC 2020 - 35th Annual IEEE Applied Power Electronics Conference and Exposition. IEEE, p. 2487-2491 5 p. 9124055. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC; vol. 2020-March).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Optimal Electricity Trading Strategy for a Household Microgrid

    Qin, Z., Hua, H., Liang, H., Herzallah, R., Zhou, Y. & Cao, J., 30 Nov 2020, 2020 IEEE 16th International Conference on Control and Automation, ICCA 2020. IEEE, p. 1308-1313 6 p. 9264421. (IEEE International Conference on Control and Automation, ICCA; vol. 2020-October).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Optimization design and performance analysis of a novel direct-drive pmsm with toroidal windings after shifting the magnetic poles

    Gao, C., Gao, M., Si, J., Feng, H. & Cao, W., 9 Jan 2020, 2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings. IEEE, 8952370. (2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • OrgML - A Domain Specific Language for Organisational Decision-Making

    Barat, S., Barn, B., Clark, T. & Kulkarni, V., 18 Nov 2020, The Practice of Enterprise Modeling - 13th IFIP Working Conference, PoEM 2020, Proceedings. Grabis, J. & Bork, D. (eds.). Springer, Vol. 400. p. 155-170 16 p. (Lecture Notes in Business Information Processing; vol. 400).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Overcoming Data Scarcity in Speaker Identification: Dataset Augmentation with Synthetic MFCCs via Character-level RNN

    Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Ayrosa, P. P. S., 19 May 2020, 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2020. Lau, N., Silva, M. F., Reis, L. P. & Cascalho, J. (eds.). IEEE, p. 146-151 6 p. 9096166

    Research output: Chapter in Book/Published conference output › Conference publication

  • Performance characterisation of ultra-wideband Raman amplifiers

    Iqbal, M. A., Krzczanowicz, L., Philips, I. D., Harper, P. & Forysiak, W., 30 Jun 2020, IET Conference Publications. CP765 ed. IET, (IET Conference Publications; vol. 2019, no. CP765).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Polarization dynamics of mode-locked fiber laser

    Sergeyev, S. V., Kbashi, H. & Sharma, V., 22 Sept 2020, 2020 22nd International Conference on Transparent Optical Networks (ICTON). IEEE

    Research output: Chapter in Book/Published conference output › Conference publication

  • Propagation Features of Multibound Solitons in Optical Fiber With Anomalous Dispersion in the Telecom Range

    Orekhov, I. O., Kudelin, I. S., Dvoretskiy, D. A., Sazonkin, S. G., Pnev, A. B., Karasik, V. E. & Denisov, L. K., 17 Sept 2020, Frontiers in Optics 2020. JTh4A.13

    Research output: Chapter in Book/Published conference output › Conference publication

  • Real-time time correlated photon counters for photon number resolving detectors

    Sadik, M., Ai, X., Lu, Y. & Nock, R., 1 Apr 2020, Optical Sensing and Detection VI. Berghmans, F. & Mignani, A. G. (eds.). SPIE, 1135406. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11354).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Recommendation of Research Collaborator Based on Semantic Link Network

    Zhou, J. & Adnan Rafi, M., 23 Mar 2020, Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019. Zhuge, H. & Sun, X. (eds.). IEEE, p. 16-20 5 p. 9044065. (Proceedings - 15th International Conference on Semantics, Knowledge and Grids: On Big Data, AI and Future Interconnection Environment, SKG 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Robust Characterization of Optical Coupling between Tapered Fiber and Microresonator Modes

    Vitullo, D. L. P., Zaki, S., Jones, D. E., Sumetsky, M. & Brodsky, M., 17 Sept 2020, Frontiers in Optics 2020. FW4D.8

    Research output: Chapter in Book/Published conference output › Conference publication

  • Robust Probabilistic Control for Linear Stochastic Systems with Functional Uncertainty

    Herzallah, R., 27 Feb 2020, 10th International Conference on Intelligent Control and Information Processing, ICICIP 2019. IEEE, p. 169-173 5 p. 9012175

    Research output: Chapter in Book/Published conference output › Conference publication

  • Saving Victims in Moving Vehicles: An IoT based prediction model aided solution

    Alofe, O. M., Fatema, K., Panneerselvam, J. & Kurugollu, F., 10 Feb 2020, 2019 2nd IEEE Middle East and North Africa COMMunications Conference (MENACOMM). IEEE, 8988570. (2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Self-Sovereign Identity Specifications: Govern Your Identity Through Your Digital Wallet using Blockchain Technology

    Naik, N. & Jenkins, P., 8 Jul 2020, Proceedings - 2020 8th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud 2020. IEEE, p. 90-95 6 p. 9126742. (Proceedings - 2020 8th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Simultaneous Integration of Renewable Power Generation and Battery Energy Storage in Distribution Networks

    Singh, P., Bishnoi, S. K., Meena, N. K. & Yang, J., 16 Apr 2020, 2019 8th International Conference on Power Systems: Transition towards Sustainable, Smart and Flexible Grids, ICPS 2019. IEEE, 9067684. (2019 8th International Conference on Power Systems: Transition towards Sustainable, Smart and Flexible Grids, ICPS 2019).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Smart Building Risk Assessment Case Study: Challenges, Deficiencies and Recommendations

    Mace, J. C., Czekster, R. M., Morisset, C. & Maple, C., 23 Oct 2020, 2020 16th European Dependable Computing Conference (EDCC). IEEE, p. 59-64 6 p. 9236990. (2020 16th European Dependable Computing Conference (EDCC)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Socially-accepted Path Planning for Robot Navigation based on Social Interaction Spaces

    Vega, A., Cintas, R., Manso, L. J., Bustos, P. & Núñez, P., 2020, Robot 2019: 4th Iberian Robotics Conference - Advances in Robotics. Silva, M. F., Luís Lima, J., Reis, L. P., Sanfeliu, A. & Tardioli, D. (eds.). 2019 ed. Springer, Vol. 1093. p. 644-655 12 p. (Advances in Intelligent Systems and Computing; vol. 1093 AISC).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Striking nonlinear dynamics of mode-locked fibre lasers

    Peng, J., Boscolo, S., Zhao, Z. & Zeng, H., 22 Sept 2020, 2020 22nd International Conference on Transparent Optical Networks (ICTON). IEEE, 4 p. We.D6.3. (2020 22nd International Conference on Transparent Optical Networks (ICTON)).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Temporal Models for History-Aware Explainability

    Parra-Ullauri, J. M., García-Domínguez, A., García-Paucar, L. H. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 155–164 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • The Uncertain Enterprise: Achieving Adaptation Through Digital Twins and Machine Learning Extended Abstract

    Clark, T., 18 Nov 2020, The Practice of Enterprise Modeling - 13th IFIP Working Conference, PoEM 2020, Proceedings. Grabis, J. & Bork, D. (eds.). Springer, Vol. 400. p. 3-7 5 p. (Lecture Notes in Business Information Processing; vol. 400).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Towards a hybrid verification methodology for communication protocols (short paper)

    Bartolo Burlò, C., Francalanza, A. & Scalas, A., 8 Jun 2020, Formal Techniques for Distributed Objects, Components, and Systems - 40th IFIP WG 6.1 International Conference, FORTE 2020, held as part of the 15th International Federated Conference on Distributed Computing Techniques, DisCoTec 2020, Proceedings. Gotsman, A. & Sokolova, A. (eds.). p. 227-235 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12136 LNCS).

    Research output: Chapter in Book/Published conference output › Conference publication