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Lancaster Intelligent, Robotic and Autonomous Systems Centre

  1. 2021
  2. Published

    Assessing the energy potential of modernizing the European hydropower fleet

    Quaranta, E., Aggidis, G., Boes, R., Comoglio, C., De Michele, C., Ritesh Patro, E., Georgievskaia, E., Harby, A., Kougias, I., Muntean, S., Pérez-Díaz, J., Romero–Gomez, P., Rosa-Clot, M., Schleiss, A., Vagnoni, E., Wirth, M. & Pistocchi, A., 15/10/2021, In: Energy Conversion and Management. 246, 15 p., 114655.

    Research output: Contribution to journalJournal articlepeer-review

  3. Published

    GIBBON: General-purpose Information-Based Bayesian Optimisation

    Moss, H. B., Leslie, D. S., Gonzalez, J. & Rayson, P., 8/10/2021, In: Journal of Machine Learning Research. 22, 235, p. 1-49 49 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    RADNN: ROBUST TO IMPERCEPTIBLE ADVERSARIAL ATTACKS DEEP NEURAL NETWORK

    Almeida Soares, E. & Angelov, P., 30/09/2021, In: TechRxiv. p. 1 7 p.

    Research output: Contribution to journalJournal article

  5. E-pub ahead of print

    Simplified object-based deep neural network for very high resolution remote sensing image classification

    Pan, X., Zhang, C., Xu, J. & Zhao, J., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 218-237 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

    Research output: Contribution to journalJournal articlepeer-review

  7. E-pub ahead of print

    ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

    Li, R., Zheng, S., Zhang, C., Duan, C., Wang, L. & Atkinson, P., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. E-pub ahead of print

    Saturated Output-Feedback Hybrid Reinforcement Learning Controller for Submersible Vehicles Guaranteeing Output Constraints

    Elhaki, O., Shojaei, K., Shanahan, D. & Montazeri, A., 15/09/2021, In: IEEE Access. 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

    Xu, K., Wu, C., Zhang, C. & Hu, B., 1/09/2021, In: Journal of Hydrology. 600, p. 1-17 17 p., 126502.

    Research output: Contribution to journalJournal articlepeer-review

  10. Published

    Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

    Almeida Soares, E., Angelov, P., Costa, B., Castro, M., Nageshrao, S. & Filev, D., 31/08/2021, In: IEEE Transactions on Fuzzy Systems. 29, 8, p. 2399-2407 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

    Firouzi, F., Farahani, B., Daneshmand, M., Grise, K., Song, J., Saracco, R., Wang, L. L., Lo, K., Angelov, P., Almeida Soares, E., Po-Shen Loh, Talebpour, Z., Moradi, R., Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari & 12 others, Dana Pasquale, James Moody, James Moodys, Chris Woods, Erich S. Huang, Payam Barnaghi, Sarrafzadeh, M., Ron Li, Kristen L Beck, Olexandr Isayev, Nakmyoung Sung & Alan Luo, 31/08/2021, In: IEEE Internet of Things Journal. 8, 16, p. 12826-12846 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Forthcoming

    Dynamics-Based Modified Fast Simultaneous Localisation and Mapping for Unmanned Aerial Vehicles with Joint Inertial Sensor Bias and Drift Estimation

    Sadeghzadeh Nokhodberiz, N., Can, A., Stolkin, R. & Montazeri, A., 2/08/2021, (Accepted/In press) In: IEEE Access.

    Research output: Contribution to journalJournal articlepeer-review

  13. E-pub ahead of print

    Application of Spectral Kurtosis on vibration signals for the detection of cavitation in centrifugal pumps

    Mousmoulis, G., Yiakopoulos, C., Aggidis, G., Antoniadis, I. & Anagnostopoulos, I., 30/11/2021, In: Applied Acoustics. 182, 17 p., 108289 .

    Research output: Contribution to journalJournal articlepeer-review

  14. E-pub ahead of print

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 12/07/2021, In: WIREs Data Mining and Knowledge Discovery. 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  15. E-pub ahead of print

    UAV-aided Wireless Power Transfer and Data Collection in Rician Fading

    Liu, Y., Xiong, K., Lu, Y., Ni, Q., Fan, P. & Letaief, K. B., 2/07/2021, In: IEEE Journal on Selected Areas in Communications.

    Research output: Contribution to journalJournal articlepeer-review

  16. Published

    Optimizing Computation Efficiency for NOMA-Assisted Mobile Edge Computing with User Cooperation

    Su, B., Ni, Q., Yu, W. & Pervaiz, H., 30/06/2021, In: IEEE Transactions on Green Communications and Networking. 5, 2, p. 858-867 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  17. Published

    State of the art of UV water treatment technologies and hydraulic design optimisation using computational modelling

    Shah, J., Zidonis, A. & Aggidis, G., 30/06/2021, In: Journal of Water Process Engineering. 41, 7 p., 102099.

    Research output: Contribution to journalJournal articlepeer-review

  18. Published

    Numerical modelling of a large-scale UV-LED reactor performance – a case study

    Zidonis, A., Autin, O., Shah, J. & Aggidis, G., 8/06/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Speech

  19. E-pub ahead of print

    Metaheuristics “In the Large”

    Swan, J., Adriaensen, S., Brownlee, A. E. I., Hammond, K., Johnson, C. G., Kheiri, A., Krawiec, F., Merelo, J. J., Minku, L. L., Özcan, E., Pappa, G. L., García-Sánchez, P., Sörensen, K., Voß, S., Wagner, M. & White, D. R., 6/06/2021, In: European Journal of Operational Research. 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  20. Published

    A hyper-heuristic approach based upon a hidden Markov model for the multi-stage nurse rostering problem

    Kheiri, A., Gretsista, A., Keedwell, E., Lulli, G., Epitropakis, M. & Burke, E., 1/06/2021, In: Computers and Operations Research. 130, 14 p., 105221.

    Research output: Contribution to journalJournal articlepeer-review

  21. Published

    Determination of the corrosion resistance of the welded steels used in underwater marine systems (including the submerged parts of Wave Energy Converters)

    Oikonomou, A. & Aggidis, G., 31/05/2021, In: Materials Today: Proceedings. 44, 7, p. 5048-5073 26 p.

    Research output: Contribution to journalJournal articlepeer-review

  22. Published

    Bio-Inspired Soft Robot for Locomotion and Navigation in Restricted Spaces

    Hu, Z. J. & Cheneler, D., 29/05/2021, In: Journal of Robotics and Automation. 5, 1, p. 236-250 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  23. E-pub ahead of print

    Radiation testing of low cost, commercial off the shelf microcontroller board

    Fried, T., Di Buono, A., Cheneler, D., Cockbain, N., Dodds, J., Green, P. R., Lennox, B., Taylor, C. J. & Monk, S., 31/10/2021, In: Nuclear Engineering and Technology. 53, 10, p. 3335-3343 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    A reinforcement learning hyper-heuristic for water distribution network optimisation

    Ahmed, A. O. M., Osman, S. M. Y., Yousif, T. E. H. & Kheiri, A., 17/05/2021, 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  25. Forthcoming

    Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)

    Angelov, P. & Almeida Soares, E., 15/05/2021, (Accepted/In press) In: Neural Computing and Applications.

    Research output: Contribution to journalJournal articlepeer-review

  26. Published

    Intelligent Multisensor Cooperative Localization Under Cooperative Redundancy Validation

    Yin, L., Ni, Q. & Deng, Z., 30/04/2021, In: IEEE Transactions on Cybernetics. 51, 4, p. 2188-2200 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. Forthcoming

    A Matheuristic Approach for Finding Effective Base Locations and Team Configurations for North West Air Ambulance

    Boyacı, B., Nayeem, M. A. & Kheiri, A., 28/04/2021, (Accepted/In press) 2021 Genetic and Evolutionary Computation Conference Companion (GECCO '21 Companion).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  28. Published
  29. E-pub ahead of print

    Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game

    Wu, H., Zhang, J., Cai, Z., Ni, Q., Zhou, T., Yu, J., Chen, H. & Liu, F., 26/04/2021, In: IEEE Internet of Things Journal.

    Research output: Contribution to journalJournal articlepeer-review

  30. E-pub ahead of print

    A Markovian Model for the Analysis of Age of Information in IoT Networks

    Abbas, Q., Hassan, S. A., Pervaiz, H. & Ni, Q., 22/04/2021, In: IEEE Wireless Communications Letters. 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  31. Published

    Self-organizing fuzzy inference ensemble system for big streaming data classification

    Gu, X., Angelov, P. & Zhao, Z., 22/04/2021, In: Knowledge-Based Systems. 218, 13 p., 106870.

    Research output: Contribution to journalJournal articlepeer-review

  32. E-pub ahead of print

    A Novel Data-driven Approach to Autonomous Fuzzy Clustering

    Gu, X., Ni, Q. & Tang, G., 20/04/2021, In: IEEE Transactions on Fuzzy Systems.

    Research output: Contribution to journalJournal articlepeer-review

  33. E-pub ahead of print

    Resource Allocation for Latency-aware Federated Learning in Industrial Internet-of-Things

    Gao, W., Zhao, Z., Min, G., Ni, Q. & Jiang, Y., 15/04/2021, In: IEEE Transactions on Industrial Informatics. 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  34. Forthcoming

    Adaptive Closed-Loop Identification and Tracking Control of an Aerial Vehicle with Unknown Inertia Parameters

    Imran, I., Stolkin, R. & Montazeri, A., 6/04/2021, (Accepted/In press) In: IFAC-PapersOnLine.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published

    6G-Enabled Short-Term Forecasting for Large-Scale Traffic Flow in Massive IoT Based on Time-Aware Locality-Sensitive Hashing

    Wang, F., Zhu, M., Wang, M., Khosravi, M. R., Ni, Q., Yu, S. & Qi, L., 1/04/2021, In: IEEE Internet of Things Journal. 8, 7, p. 5321-5331 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  36. Forthcoming

    Curiosity and Exploration

    Bazhydai, M., Twomey, K. & Westermann, G., 31/03/2021, (Accepted/In press) Encyclopedia of Infant and Early Childhood Development. Benson, J. B. (ed.). 2nd ed. ed. Elsevier

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  37. Published

    Thermal neutron absorption in printed circuit boards

    Platt, S., August, S., MacLeod, M., Anderson, M., Cheneler, D. & Monk, S., 31/03/2021, In: IEEE Transactions on Nuclear Science. 68, 4, p. 463 - 469 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  38. Published

    Adaptive treatment and robust control

    Clairon, Q., Henderson, R., Young, N., Wilson, E. & Taylor, C. J., 30/03/2021, In: Biometrics. 77, 1, p. 223-236 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  39. Published

    A Low-Latency Interference Coordinated Routing for Wireless Multi-hop Networks

    Cheng, J., Yang, P., Navaie, K., Ni, Q. & Yang, H., 15/03/2021, In: IEEE Sensors Journal. 21, 6, p. 8679 - 8690 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  40. Published

    Task scheduling with precedence and placement constraints for resource utilization improvement in multi-user MEC environment

    Liu, B., Xu, X., Qi, L., Ni, Q. & Dou, W., 1/03/2021, In: Journal of Systems Architecture. 114, 11 p., 101970.

    Research output: Contribution to journalJournal articlepeer-review

  41. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Speech

  42. Published

    Spatial variation of survival for colorectal cancer in Malaysia

    Ghazali, A. K., Keegan, T. & Taylor, B. M., 25/01/2021, In: International Journal of Environmental Research and Public Health. 18, 3, 13 p., 1052.

    Research output: Contribution to journalJournal articlepeer-review

  43. Published

    COTS vision system, radiation sensor and 6 DoF robot for use in identifying radiologically uncharacterised objects

    Monk, S., Cheneler, D., West, C., Bandala Sanchez, M., Montazeri, A., Dixon, N. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  44. Published

    Unknown and time-varying time delays in the modelling and control of hydraulic actuators: literature review

    Albrecht, O. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  45. Published

    AoI-Minimal Trajectory Planning and Data Collection in UAV-Assisted Wireless Powered IoT Networks

    Hu, H., Xiong, K., Qu, G., Ni, Q., Fan, P. & Letaief, K. B., 15/01/2021, In: IEEE Internet of Things Journal. 8, 2, p. 1211-1223 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  46. Published

    A prototype telepresence robot for use in the investigation of ebola and lassa virus threatened villages in Nigeria

    Monk, S., Jorgensen, E., McCulloch, A., Peacock, R., Sangprachatanaruk, I., Azeta, J., Bolu, C. A. & Taylor, C. J., 7/01/2021, Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer, p. 34-48 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  47. Published

    An Explainable approach to Deep Learning from CT-scans for Covid Identification

    Almeida Soares, E., Angelov, P. & Zhang, Z., 2021, In: TechRxiv.

    Research output: Contribution to journalJournal article

  48. 2020
  49. E-pub ahead of print

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 30/12/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  50. Published

    An Adaptive Scheme to Estimate Unknown Parameters of an Unmanned Aerial Vehicle

    Imran, I. & Montazeri, A., 28/12/2020, 2020 International Conference Nonlinearity, Information and Robotics (NIR). IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  51. Published

    Design of a chattering-free sliding mode control system for robust position control of a quadrotor

    Can, A., Efstathiades, H. & Montazeri, A., 28/12/2020, Proceedings of the 2020 International Conference of Nonlinearity, Information and Robotics (NIR). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  52. Published

    Grain refinement in laser powder bed fusion: The influence of dynamic recrystallization and recovery

    Sabzi, H. E., Aboulkhair, N. T., Liang, X., Li, X. H., Simonelli, M., Fu, H. & Rivera-Díaz-del-Castillo, P. E. J., 30/11/2020, In: Materials and Design. 196, 10 p., 109181.

    Research output: Contribution to journalJournal articlepeer-review

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