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Items where Division is "Department of Computer Science" and Year is 2022

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Number of items: 35.


Amaradio, M. N., Ojha, V. ORCID:, Jansen, G., Gulisano, M., Costanza, J. and Nicosia, G. (2022) Pareto optimal metabolic engineering for the growth-coupled overproduction of sustainable chemicals. Biotechnology and Bioengineering. ISSN 0006-3592 doi: (In Press)

Amoudi, S. A., Hong, X. and Wei, H. (2022) Modified Probabilistic Neural Networks LBP Classification Based on Distance Measures in Probability Space. In: The 21st UK Workshop on Computational Intelligence, 7-9, Sept,2022, Sheffield. (In Press)

Ashlam, A. A., Badii, A. and Stahl, F. ORCID: (2022) A Novel Approach Exploiting Machine Learning to Detect SQLi Attacks. In: 5th International Conference on Advanced Systems and Emergent Technologies, 22-25 MAR 2022, Hammamet, Tunisia. doi:

Assaf, O., Di Fatta, G. and Nicosia, G. (2022) Multivariate LSTM for stock market volatility prediction. In: International Conference on Machine Learning, Optimization, and Data Science, 4-8 OCT 2021, Grasmere, UK, pp. 531-544. doi:


Boyle, J. ORCID:, Nawaz, T. and Ferryman, J. ORCID: (2022) Using Deep Siamese networks for trajectory analysis to extract motion patterns in videos. Electronics Letters. ISSN 0013-5194 doi:


Chen, L., Boyle, J., Danelakis, A., Ferryman, J., Ferstl, S., Gicic, D., Grudzień, A., Howe, A., Marcin, K., Mierzejewski, K. and Theoharis, T. (2022) D4FLY multimodal biometric database: multimodal fusion evaluation envisaging on-the-move biometric-based border control. In: 17th IEEE Int'l Conf on Advanced Video and Signal-based Surveillance (AVSS 2021), 16-19 NOV 2021, Virtual. doi:


Galea, D. (2022) Meteorological data reduction for tropical cyclones using deep learning techniques. PhD thesis, University of Reading. doi:

Gao, M., Yang, F., Wei, H. and Liu, X. (2022) Individual maize location and height estimation in field from UAV-borne LiDAR and RGB images. Remote Sensing, 14 (10). e2292. ISSN 2072-4292 doi:


Hanga, K. M., Kovalchuk, Y. and Gaber, M. M. (2022) PGraphD*: methods for drift detection and localisation using deep learning modelling of business processes. Entropy, 24 (7). 910. ISSN 1099-4300 doi:

Hong, X., Gao, J., Wei, H., Xiao, J. and Mitchell, R. (2022) Two-step scalable spectral clustering algorithm using landmarks and probability density estimation. Neurocomputing. ISSN 0925-2312 (In Press)


Ihmeida, M. and Wei, H. (2022) Image registration techniques and applications: comparative study on remote sensing imagery. In: 14th International Conference on Developments in eSystems Engineering (DeSE), 7-10 DEC 2021, Sharjah, United Arab Emirates, pp. 142-148. doi:


Kirchhof, J. C., Moin, A., Badii, A., Günnemann, S. and Challenger, M. (2022) MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat. In: ACM / IEEE 25th International Conference on Model Driven Engineering Languages and Systems (MODELS), 23-28 Oct 2022, Montréal, Canada. (In Press)

Kovalchuk, Y. ORCID:, Budini, E., Cook, R. M. and Walsh, A. (2022) Investigating the relationship between facial mimicry and empathy. Behavioral Sciences, 12 (8). 250. ISSN 2076-328X doi:


Lester, M. ORCID: (2022) Reprobate at ITC 2021: pseudoboolean optimisation for RobinX sports timetabling. In: 13th International Conference on the Practice and Theory of Automated Timetabling - PATAT 2021, 23 Aug 2022 - 26 Aug 2022, Bruges, Belgium, pp. 454-459.

Lester, M. M. ORCID: (2022) Pseudo-Boolean optimisation for RobinX sports timetabling. Journal of Scheduling, 25. pp. 287-299. ISSN 1099-1425 doi:

Li, X., Liang, H., Nagala, S. and Chen, J. (2022) Improving ultrasound image classification with local texture quantisation. In: The International Conference on Acoustics, Speech, & Signal Processing (ICASSP). (In Press)

Liang, H. (2022) DRprofiling: deep reinforcement user profiling for recommendations in heterogenous information networks. Transactions on Knowledge and Data Engineering, 34 (4). pp. 1723-1734. ISSN 1558-2191 doi:

Liang, H. and Markchom, T. (2022) TNE: a general time-aware network representation learning framework for temporal applications. Knowledge-Based Systems, 240. 108050. ISSN 0950-7051 doi:

Liu, X., Yang, F., Wei, H. and Gao, M. (2022) Shadow compensation from UAV images based on texture-preserving local color transfer. Remote Sensing, 14 (19). 4969. ISSN 2072-4292 doi:

Liu, X., Yang, F., Wei, H. and Gao, M. (2022) Shadow removal from UAV images based on color and texture equalization compensation of local homogeneous regions. Remote Sensing, 14 (11). e2616. ISSN 2072-4292 doi:


Moin, A., Challenger, M., Badii, A. and Günnemann, S. (2022) Supporting AI engineering on the IoT edge through model-driven TinyML. In: 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 27 June 2022 - 01 July 2022, Los Alamitos, CA, pp. 884-893. doi: (ISSN: 0730-3157, ISBN 978166548810-5)

Moin, A., Challenger, M., Badii, A. and Günnemann, S. (2022) Towards model-driven engineering for quantum AI. INFORMATIK 2022, Lecture Notes in Informatics (LNI). pp. 1121-1131. ISSN 1617-5468 doi:

Moin, A. ORCID:, Challenger, M., Badii, A. and Günnemann, S. (2022) A model-driven approach to machine learning and software modeling for the IoT. Software and Systems Modeling. ISSN 1619-1366 doi:

Moin, A., Mituca, A., Challenger, M., Badii, A. and Günnemann, S. (2022) ML-Quadrat & DriotData: a model-driven engineering tool and a low-code platform for smart IoT services. In: 2022 IEEE/ACM 44th International Conference on Software Engineering, 22-24 May 2022, Pittsburgh, PA, USA, pp. 144-148. doi:

Moin, A., Wattanavaekin, U., Lungu, A., Badii, A., Gunnemann, S. and Challenger, M. (2022) Enabling automated machine learning for model-driven AI engineering. IEEE Software. ISSN 1937-4194 (In Press)


Ojha, V. ORCID: and Nicosia, G. (2022) Backpropagation neural tree. Neural Networks, 149. ISSN 0893-6080 doi:

Ojha, V. ORCID:, Timmis, J. and Nicosia, G. (2022) Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies. Swarm and Evolutionary Computation, 74. 101130. ISSN 2210-6502 doi:


Patino, L., Boyle, J., Ferryman, J., Auer, J., Pegoraro, J., Pflugfelder, R., Cokbas, M., Janusz, K., Ishwar, P., Slavic, G., Marcenaro, L., Jiang, Y., Jin, Y., Ko, H., Zhao, G., Ben-yosef, G. and Qiu, J. (2022) PETS2021: Through-foliage detection and tracking challenge and evaluation. In: 17th IEEE Int'l Conf on Advanced Video and Signal-based Surveillance (AVSS 2021), 16-19 NOV 2021, Virtual. doi:

Patino, L., Cane, T. and Ferryman, J. (2022) A comprehensive maritime benchmark dataset for detection, tracking and threat recognition. In: 17th IEEE Int'l Conf on Advanced Video and Signal-based Surveillance (AVSS 2021), 16-19 NOV 2021, Virtual. doi:

Patino, L., Hubner, M., King, R., Litzenberger, M., Roupioz, L., Michon, K., Szklarski, L., Pegoraro, J., Stoianov, N. and Ferryman, J. (2022) Fusion of heterogenous sensor data in border surveillance. Sensors, 22 (19). 7351. ISSN 1424-8220 doi:

Porter, J. (2022) Evaluating performance on a bespoke maths game with children with Down Syndrome. Journal of Computer Assisted Learning. ISSN 1365-2729 doi:

Prakash, N., Stahl, F. ORCID:, Mueller, C. L., Ferdinand, O. and Zielinski, O. (2022) Intelligent Marine Pollution Analysis on Spectral Data. In: OCEANS 2021, 20-23 SEPT 2021, San Diego, Porto, pp. 1-6. doi:


Zaznov, I. ORCID:, Kunkel, J., Dufour, A. ORCID: and Badii, A. (2022) Predicting stock price changes based on the limit order book: a survey. Mathematics, 10 (8). 1234. ISSN 2227-7390 doi:

Zhang, J., Chen, M. and Hong, X. (2022) Monitoring multimode nonlinear dynamic processes: an efficient sparse dynamic approach with continual learning ability. IEEE Transactions on Industrial Informatics. ISSN 1941-0050 doi: (In Press)

Zhang, J., Zhou, D., Chen, M. and Hong, X. (2022) Continual learning for multimode dynamic process monitoring with applications to an ultra–supercritical thermal power plant. IEEE transactions on Automation Science and Engineering. ISSN 1558-3783 doi:

This list was generated on Fri Dec 2 03:38:30 2022 UTC.

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