School of Computer Science and Digital Engineering

Research output

Research output per year 1977 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2023

• 3311 Article
• 2657 Conference publication
• 188 Chapter
• 134 Unpublished Conference Paper
• 617 More
  • 100 Chapter (peer-reviewed)
  • 98 Conference article
  • 51 Abstract
  • 41 Editorial
  • 40 Letter, comment or opinion
  • 40 Technical report
  • 39 Other chapter contribution
  • 29 Review article
  • 24 Other
  • 20 Special issue
  • 17 Poster
  • 14 Working paper
  • 12 Book
  • 10 Edited Book
  • 10 Commissioned report
  • 9 Patent
  • 8 Preprint
  • 7 Scholarly edition
  • 6 Foreword/postscript
  • 6 Correction
  • 5 Entry for encyclopedia/dictionary
  • 5 Conference abstract
  • 5 Doctoral Thesis
  • 4 Other report
  • 4 Other contribution
  • 4 Project report
  • 3 Book/Film/Article review
  • 3 Software
  • 2 Manual
  • 1 Master's Thesis

Research output per year

Research output per year

Search results

• 2023

  30-Gbaud PM-16-QAM transmission over E-, S-, C- and L-band with hybrid Raman amplifier

  Hazarika, P., Donodin, A., Tan, M., Phillips, I., Harper, P. & Forysiak, W., 5 Mar 2023, Proceedings of 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).

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

• Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks

  Fonseca, D. S., Wanner, E. F., Marcelino, C. G., Silva, G. P., Jimenez-Fernandez, S. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 342-356 (Communications in Computer and Information Science; vol. 1754 CCIS).

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

  • Annealing 100%
  • Shortest Path Problem 93%
  • Simulated Annealing 90%
  • Routing 82%
  • Simulated annealing 75%

• Advanced Digital Signal Processing for High-Capacity Mode-Division Multiplexed Free-Space Optical Communications

  Hu, Z., Chen, Z., Li, Y., Benton, D. M., Ali, A. A. I., Patel, M., Lavery, M. P. J. & Ellis, A. D., 8 Aug 2023, 2023 23rd International Conference on Transparent Optical Networks (ICTON). Jaworski, M. & Marciniak, M. (eds.). IEEE, 4 p. (International Conference on Transparent Optical Networks; vol. 2023-July).

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

  Open Access

  File

  • Optical communication 100%
  • Digital signal processing 87%
  • Turbulence 77%
  • Communication systems 68%
  • Atmospheric turbulence 58%

• A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study

  Moreira, R. P. C., Marcelino, C. G., Martins, F. V. C., Wanner, E. F., Jimenez-Fernandez, S. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 275-290 (Communications in Computer and Information Science; vol. 1754 CCIS).

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

  • Planning 100%
  • Students 71%
  • Food safety 67%
  • NSGA-II 40%
  • Acronym 38%

• Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model

  Reis, F. D., Nascimento, T. B., Marcelino, C. G., Wanner, E. F., Borges, H. E. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 701-713 (Communications in Computer and Information Science; vol. 1754 CCIS).

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

  • Asynchronous Systems 100%
  • Actors 90%
  • Multi-agent Systems 87%
  • Multi agent systems 61%
  • Nutrients 48%

• Benefits of Mode Multiplexed Free-Space Transmission (Invited Paper)

  Li, Y., Chen, Z., Hu, Z., Benton, D. M., Ali, A. A. I., Patel, M., Lavery, M. P. J. & Ellis, A. D., 14 Aug 2023, 2023 Opto-Electronics and Communications Conference (OECC). IEEE, (2023 Opto-Electronics and Communications Conference, OECC 2023).

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

  • Light transmission 100%
  • Digital signal processing 79%
  • Turbulence 70%

• Budget-feasible Mechanism Design for Cost-Benefit Optimization in Gradual Service Procurement

  Farhadi, F., Chli, M. & Jennings, N. R., 30 May 2023, Proceedings of AAMAS 2023. IFAAMAS, p. 2706-2708 3 p.

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

  • Costs 100%
  • Software agents 64%
  • Planning 33%

• Cooperative Vehicle Identification for Safe Connected Autonomous Driving

  Tang, Z., He, J. & Zheng, J., 1 Sept 2023, 2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops). IEEE, (2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops)).

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

  • Autonomous vehicles 100%
  • Communication 31%
  • Accidents 25%
  • Experiments 11%

• Digital signal processing for optical phase conjugation assisted coherent systems

  Nguyen, L. H., Nguyen, T. T., Ellis, A. D., Sygletos, S. & Boscolo, S., 8 Aug 2023, Proceedings of the 23rd International Conference on Transparent Optical Networks (ICTON 2023). Jaworski, M. & Marciniak, M. (eds.). IEEE, (International Conference on Transparent Optical Networks; vol. 2023-July).

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

  Open Access

  File

  • Optical phase conjugation 100%
  • Phase modulation 63%
  • Optical systems 57%
  • Digital signal processing 51%
  • Pumps 38%

• Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps

  Saunders, K., Vogiatzis, G. & Manso, L. J., 25 May 2023, 2023 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC). Lopes, A. C., Pires, G., Pinto, V. H., Lima, J. L. & Fonseca, P. (eds.). IEEE, p. 10-16 7 p. (Proceedings of IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)).

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

  • Graphics processing unit 100%
  • Robotics 81%
  • Data storage equipment 65%

• Fibre Optical Parametric Amplifiers for Communications

  Gordienko, V., Gaur, C., Bessin, F., Ferreira, F. M. & Doran, N., 8 Aug 2023, 2023 23rd International Conference on Transparent Optical Networks (ICTON). Jaworski, M. & Marciniak, M. (eds.). IEEE, 4 p. (International Conference on Transparent Optical Networks; vol. 2023-July).

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

  Open Access

  File

  • parametric amplifiers 100%
  • light amplifiers 95%
  • communication 79%
  • fibers 53%
  • polarization 51%

• Fitness Agnostic Adaptive Sampling Lexicase Selection

  Moore, J. & Stanton, A., 24 Jul 2023, (E-pub ahead of print) Proceedings of the 2023 Conference on Artificial Life. 8 p. isal_a_00595, 17. (Artificial Life Conference Proceedings).

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

  Open Access

  File

  • Robotics 100%
  • Sampling 92%
  • Genomics 68%
  • Computational efficiency 64%
  • Evolutionary algorithms 60%

• Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP

  Nurlybayeva, K., Argüello Ron, D., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S., 10 Apr 2023, Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). IEEE, p. 753-756 (Asia Communications and Photonics Conference (ACP) Proceedings).

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

  • Optical communication 100%
  • Communication systems 68%
  • Machine learning 62%
  • Neural networks 51%

• Is Beauty in the Age of the Beholder?

  Easton, E., Bernardet, U. & Ekárt, A., 1 Apr 2023, Artificial Intelligence in Music, Sound, Art and Design - 12th International Conference, EvoMUSART 2023, Held as Part of EvoStar 2023, Proceedings: 12th International Conference, EvoMUSART 2023. Johnson, C., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 84-99 (Lecture Notes in Computer Science; vol. 13988).

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

  • Experiments 100%

• Is Self-Sovereign Identity Really Sovereign?

  Naik, N. & Jenkins, P., 10 Jan 2023, ISSE 2022 - 2022 8th IEEE International Symposium on Systems Engineering, Conference Proceedings. IEEE, (ISSE 2022 - 2022 8th IEEE International Symposium on Systems Engineering, Conference Proceedings).

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

  • Sovereignty 100%
  • Cyberspace 15%
  • Real World 11%
  • Ownership 11%

• Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection

  Srivallapanondh, S., Freire, P. J., Spinnler, B., Costa, N., Napoli, A., Turitsyn, S. K. & Prilepsky, J. E., 5 Mar 2023, Proceedings of 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).

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

  • Equalizers 100%
  • Recurrent neural networks 96%
  • Distillation 96%

• Nonlinear Optical Loop Mirror for Waveband-Shift Free Optical Phase Conjugation

  Gordienko, V., Bastamova, M., Ellis, A. & Doran, N., 5 Mar 2023, Proceedings of the 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).

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

  • phase conjugation 100%
  • idlers 99%
  • mirrors 58%
  • shift 49%
  • extinction 34%

• Optimal Design of Filterless Horseshoe Networks Supporting Point-to-Multipoint Transceivers

  Hosseini, M. M., Pedro, J., Costa, N., Napoli, A., Prilepsky, J. E. & Turitsyn, S. K., 19 May 2023, 2023 Optical Fiber Communications Conference and Exhibition, OFC 2023 - Proceedings. IEEE, (Proceedings of Optical Fiber Communications Conference and Exhibition (OFC)).

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

  • Inductive logic programming (ILP) 100%
  • Multiplexing 77%
  • Transceivers 71%
  • Agglomeration 65%

• Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning

  Hamilton, J. R., Ekárt, A. & Patelli, A., 9 Apr 2023, International Conference on the Applications of Evolutionary Computation (Part of EvoStar). Correia, J., Smith, S. & Qaddoura, R. (eds.). 1 ed. p. 519–535 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13989 LNCS).

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

  • Transfer learning 100%
  • Genetic programming 97%
  • Linear algebra 21%
  • Pollution 15%
  • Mathematical operators 15%

• Pump Optimization of E-band Bismuth-Doped Fiber Amplifier

  Donodin, A., Manuylovich, E., Dvoyrin, V., Forysiak, W. & Turitsyn, S. K., 5 Mar 2023, Proceedings of 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).

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

  • Fiber amplifiers 100%
  • Bismuth 84%
  • Conversion efficiency 66%
  • Pumps 48%

• Recent advances in wideband Raman amplifiers

  Hazarika, P., Tan, M. & Forysiak, W., 15 Mar 2023, Next-Generation Optical Communication: Components, Sub-Systems, and Systems XII. Li, G., Nakajima, K. & Srivastava, A. K. (eds.). SPIE, 3 p. 124290R. (SPIE Proceedings; vol. 12429).

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

  • amplifiers 100%
  • broadband 88%
  • coherent radiation 75%
  • evaluation 39%
  • performance 27%

• Sentiment Analysis for Women in STEM using Twitter and Transfer Learning Models

  Fouad, S. & Alkooheji, E., 20 Mar 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. IEEE, p. 227-234 8 p. 78. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).

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

  • twitter 100%
  • engineering 60%
  • learning 34%
  • public opinion 19%
  • social media 17%

• The Missing Tip: Lack of Micro-Movements Impairs Navigation Realism in Artificial Social Agents

  Sharp, J. & Bernardet, U., 22 Feb 2023, Proceedings of the 15th International Conference on Agents and Artificial Intelligence . Vol. 1. p. 380-386 7 p. (Proceedings of the 15th International Conference on Agents and Artificial Intelligence).

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

  Open Access

  • Navigation 100%
  • Navigation systems 64%

• Towards the Essence of Specifying Sociotechnical Digital Twins

  Barn, B. S., Clark, T., Barat, S. & Kulkarni, V., 23 Feb 2023, iSOFT ISEC 2023 - Proceedings of the 16th Innovations in Software Engineering Conference (Formerly known as India Software Engineering Conference): Proceedings of the 16th Innovations in Software Engineering Conference. Agarwal, S., Roychoudhury, A. & Purandare, R. (eds.). ACM, 5 p. 18. (ACM International Conference Proceeding Series).

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

  Open Access

  • Digital twin 100%
  • Specification languages 11%
  • Large scale systems 8%
  • Semantics 6%
  • Computer simulation 5%
• 2022

  A Bayesian network-based model to understand the role of soft requirements in technology acceptance

  Paucar, L. H. G., Bencomo, N., Sutcliffe, A. & Sawyer, P., 25 Apr 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. ACM, p. 1327–1336 10 p.

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

  • Bayesian networks 100%
  • Application programs 44%
  • Decision making 17%
  • Engineers 17%

• A computationally fast but approximate MIP-DoM calculation for multi-objective optimization

  Lopes, C. L. D. V., Martins, F. V. C., Wanner, E. F. & Deb, K., 9 Jul 2022, GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. ACM, p. 340-343 (GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference).

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

  • Multi-objective Optimization 100%
  • Multiobjective optimization 76%
  • Integer programming 29%
  • Computational complexity 22%
  • Polynomials 20%

• A GENTLER Approach to Urban Traffic Modelling and Prediction

  Patelli, A., Hamilton, J. R., Lush, V. & Ekart, A., 23 Jul 2022, 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings. IEEE, p. 1-8 8 p. 9870273

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

  • Transfer learning 100%
  • Genetic programming 97%
  • Hinges 88%
  • Decision making 60%

• All-optical any-to-any wavelength conversion across 36nm range

  Sobhanan, A., Gordienko, V., Gaur, C. B. & Ellis, A., 2022, 2022 European Conference on Optical Communication, ECOC 2022. IEEE, 4 p. We5.4. (2022 European Conference on Optical Communication, ECOC 2022).

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

  • Optical frequency conversion 100%
  • Wavelength 60%
  • Linewidth 43%
  • Conversion efficiency 36%
  • wavelengths 32%

• An Attack Tree Based Risk Analysis Method for Investigating Attacks and Facilitating Their Mitigations in Self-Sovereign Identity

  Naik, N., Grace, P. & Jenkins, P., 24 Jan 2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE

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

  • Risk Analysis 100%
  • Mitigation 62%
  • Attack 46%
  • Faking 7%
  • Identity Theft 7%

• Application of polymer optical fibre Bragg grating sensing systems in contaminated sandy soils

  Fadaie Sestelani, S., Mehravar, M., Webb, D. & Zhang, W., 5 Jul 2022, ICONHIC2022 proceedings. 3rd International Conference on Natural Hazards & Infrastructure, ICONHIC 2022At: Athens, Greece, 513

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

• A Study on Psychometric Assessment Data for Autonomous Dementia Detection

  Barnes, C., 29 Jun 2022, Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2022. ACM, p. 383-389 7 p. (ACM International Conference Proceeding Series).

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

  Open Access

  File

  • Magnetic Resonance Imaging 100%
  • Random forests 92%
  • Aging of materials 70%
  • Machine learning 64%
  • Classifiers 62%

• Auto-Active Verification of Floating-Point Programs via Nonlinear Real Provers

  Rasheed, J. & Konečný, M., 1 Oct 2022, Software Engineering and Formal Methods - 20th International Conference, SEFM 2022, Proceedings. Schlingloff, B-H. & Chai, M. (eds.). p. 20-36 (Lecture Notes in Computer Science; vol. 13550).

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

  • Surface mount technology 100%
  • Open Source 88%
  • Floating point 80%
  • Elementary Functions 73%
  • Integrate 67%

• Bifurcations and multiple-period soliton pulsations in Mamyshev oscillator

  Kuprikov, E., Perepelov, A., Kokhanovskiy, A., Bednyakova, I. A. & Turitsyn, S., 9 Aug 2022, 2022 International Conference Laser Optics, ICLO 2022 - Proceedings. IEEE, 1 p. (International Conference Laser Optics - Proceedings).

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

  • Soliton 100%
  • Solitons 91%
  • Bifurcation (mathematics) 81%
  • solitary waves 52%
  • oscillators 48%

• Biographical Semi-Supervised Relation Extraction Dataset

  Plum, A., Ranasinghe, T., Jones, S., Orasan, C. & Mitkov, R., 7 Jul 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, p. 3121-3130

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

  Open Access

  File

  • Machine learning 100%

• Centralised and Decentralised Control of Video Game Agents

  Robinson, S., Barnes, C. M. & Lewis, P. R., Jan 2022, Advances in Computational Intelligence Systems: Evolutionary Algorithms. Springer, p. 108-120 13 p. (Advances in Intelligent Systems and Computing; vol. 1409).

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

  • Decentralized control 100%
  • Neural networks 51%
  • Controllers 11%

• Certified Computation of Nondeterministic Limits

  Konečný, M., Park, S. & Thies, H., 20 May 2022, NASA Formal Methods - 14th International Symposium, NFM 2022, Proceedings: 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24–27, 2022, Proceedings. Deshmukh, J. V., Havelund, K. & Perez, I. (eds.). Springer, p. 771-789 19 p. (Lecture Notes in Computer Science; vol. 13260).

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

  • Completeness 100%
  • Metric 78%
  • Feature Extraction 59%
  • Cauchy sequence 53%
  • Nondeterminism 48%

• Comparing Attack Models for IT Systems: Lockheed Martin’s Cyber Kill Chain, MITRE ATT&CK Framework and Diamond Model

  Naik, N., Jenkins, P., Grace, P. & Song, J., 2022, ISSE 2022 - 2022 8th IEEE International Symposium on Systems Engineering, Conference Proceedings. IEEE

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

  • Diamond Model 100%
  • Attack 54%
  • Disadvantage 15%
  • Cybersecurity 11%
  • Life Cycle 9%

• cPV – Simulation and Verification for Membrane Computing

  Liu, Y., Sun, J., Nicolescu, R. & Wang, H., 5 Dec 2022, Proceedings of the 2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 606-615 10 p.

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

  • Membranes 100%
  • Specifications 15%
  • Computer simulation 12%

• DeepCIR: Insights into CIR-based Data-driven UWB Error Mitigation

  Tran, V., Dai, Z., Trigoni, N. & Markham, A., 23 Oct 2022, 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 8 p.

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

  • Impulse response 100%
  • Neural networks 39%
  • Sensors 33%
  • Navigation 24%
  • Robotics 24%

• Deep Odometry Systems on Edge with EKF-LoRa Backend for Real-Time Indoor Positioning

  Dai, Z., Saputra, M. R. U., Lu, C. X., Tran, V., Wijayasingha, L. N. S., Rahman, M. A., Stankovic, J. A., Markham, A. & Trigoni, N., 3 May 2022, 2022 Workshop on Cyber Physical Systems for Emergency Response (CPS-ER). IEEE, 6 p.

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

  • Extended Kalman filters 100%
  • Inference engines 60%
  • Units of measurement 53%
  • Sensors 48%
  • Millimeter waves 47%

• Designing Mamyshev oscillator cavity by particle swarm optimization algorithm

  Kuprikov, E., Perepelov, A., Kokhanovskiy, A., Bednyakova, I. A. & Turitysin, S., 9 Aug 2022, 2022 International Conference Laser Optics, ICLO 2022 - Proceedings. IEEE, 1 p. (International Conference Laser Optics - Proceedings).

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

  • Particle swarm optimization (PSO) 100%
  • Lasers 90%
  • oscillators 89%
  • optimization 78%
  • cavities 73%

• Digital Twin as an Aid for Decision-Making in the Face of Uncertainty

  Kulkarni, V., Barat, S., Clark, T. & Barn, B. S., 11 Dec 2022, 2022 Winter Simulation Conference (WSC). IEEE, 15 p. (2022 Winter Simulation Conference (WSC)).

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

  • Digital twin 100%
  • Decision making 49%
  • Uncertainty 43%
  • Computer simulation languages 37%
  • Ecosystems 14%

• Digital twin as risk-free experimentation aid for techno-socio-economic systems

  Barat, S., Kulkarni, V., Clark, T. & Barn, B., 24 Oct 2022, MODELS '22: ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems. ACM, p. 66-75 10 p. (Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems).

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

  Open Access

  • Digital twin 100%
  • Economics 43%
  • Decision making 19%
  • Control theory 13%
  • Reinforcement learning 13%

• Dither-free polarization insensitive optical phase conjugate generation in Al-doped HNLF

  Sobhanan, A., Gordienko, V., Gaur, C. B. & Ellis, A., 17 Oct 2022, Frontiers in Optics, FiO 2022. JW5B.58. (Optics InfoBase Conference Papers).

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

  • Light polarization 100%
  • Conversion efficiency 70%
  • Pump 65%
  • Wavelength 59%
  • Pumps 51%

• DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain

  Premasiri, D., Ranasinghe, T., Zaghouani, W. & Mitkov, R., 12 May 2022, Proceedings of the OSACT 2022 Workshop @LREC2022. 8 p.

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

  Open Access

  File

  • Transfer learning 100%
  • Learning systems 42%

• Evolving Neuromodulated Controllers in Variable Environments

  Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., 5 Jan 2022, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). El-Araby, E., Kalogeraki, V., Pianini, D., Lassabe, F., Porter, B., Ghahremani, S., Nunes, I., Bakhouya, M. & Tomforde, S. (eds.). IEEE, p. 164-169 6 p.

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

  • Plasticity 100%
  • Controllers 86%
  • Brain 44%
  • Plastics 39%

• FBG-T Sensor for Non-intrusive Broken Rotor Fault Severity Detection in Induction Machines

  Alalibo, B., Cao, W. P., Ji, B., Gbadebo, A. & Zhou, K., 13 Oct 2022, Conference Proceedings of 2021 International Joint Conference on Energy, Electrical and Power Engineering : Component Design, Optimization and Control Algorithms in Electrical and Power Engineering Systems. Cao, W., Hu, C., Tao, J., Huang, X. & Chen, X. (eds.). Springer, p. 163-179 (Lecture Notes in Electrical Engineering; vol. 916).

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

  • Fiber Bragg gratings 100%
  • Fault detection 78%
  • Rotors 61%
  • Sensors 43%
  • Induction motors 21%

• Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality

  Garg, D., Chli, M. & Vogiatzis, G., 9 May 2022, Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). ACM, p. 454-462 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

  Open Access

  File

  • Traffic signals 100%
  • Reinforcement learning 27%
  • Traffic control 15%
  • State estimation 13%
  • Economics 8%

• High-efficiency Optical Phase Conjugation in a single Ultra-low-loss Silicon Waveguide for Nonlinearity Compensation

  Hong, S., Tan, M., Ellis, A. D., Ali, A., Zhang, L., Ding, M., Liu, S., Chen, B., Ding, Z., Li, G., Xie, Y. & Dai, D., 18 Sept 2022, 2022 European Conference on Optical Communication, ECOC 2022. 4 p. Tu5.15. (2022 European Conference on Optical Communication, ECOC 2022).

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

  • Optical Phase Conjugation 100%
  • Optical phase conjugation 96%
  • phase conjugation 59%
  • quadrature phase shift keying 58%
  • Quadrature phase shift keying 57%

• History-aware explanations: towards enabling human-in-the-loop in self-adaptive systems

  Parra-Ullauri, J., García-Domínguez, A., Bencomo, N. & Garcia-Paucar, L., 9 Nov 2022, MODELS '22: ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems. ACM, p. 286-295 10 p. (Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings).

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

  Open Access

  • Adaptive systems 100%
  • Decision making 37%
  • Graph Databases 36%
  • Network management 14%
  • Communication 13%