Publications

3D Convolutional and Recurrent Neural Networks for Reactor Perturbation Unfolding Anomaly Detection

Durrant, A., Leontidis, G., Kollias, S.

9th European Commission Conference on EURATOM Research and Training in Safety of Reactor Systems

Contributions to Conferences: Posters

Open Access

http://aura.abdn.ac.uk/bitstream/2164/16176/1/2019_Durrant_FISA2019_poster_v1_uol_002_.pdf

Trajectory Clustering Aided Personalized Driver Intention Prediction for Intelligent Vehicles

Yi, D., Su, J., Liu, C., Chen, W.

IEEE Transactions on Industrial Informatics, vol. 15, no. 6, pp. 3693-3702

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TII.2018.2890141

Additional Links

Loughborough University repository

Model-Based Fault Diagnosis System Verification Using Reachability Analysis

Su, J., Chen, W.

IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 49, no. 4, pp. 742 - 751

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TSMC.2017.2710132

Open Access

http://aura.abdn.ac.uk/bitstream/2164/18948/1/Su_etal_IEEE_Model_Based_Fault_Diagnosis_VOR.pdf

Are Distributed Ledger Technologies the panacea for food traceability?

Pearson, S., May, D., Leontidis, G., Swainson, M., Brewer, S., Bidaut, L., Frey, J. G., Parr, G., Maull, R., Zisman, A.

Global Food Security, vol. 20, pp. 145-149

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.gfs.2019.02.002

Open Access

http://aura.abdn.ac.uk/bitstream/2164/14180/1/Pearson_etal_GFS_Are_distributed_ledger_VOR.pdf

Additional Links

View publication in Scopus

Potential Bands of Sentinel-2A Satellite for Classification Problems in Precision Agriculture

Zhang, T., Su, J., Liu, C., Chen, W.

International Journal of Automation and Computing, vol. 16, no. 1, pp. 16-26

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1007/s11633-018-1143-x

Open Access

http://aura.abdn.ac.uk/bitstream/2164/18536/1/Zhang_et_al_IJAC_Potential_Bands_VOR.pdf

Additional Links

View publication in Scopus

Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis

Ribeiro, F. D. S., Caliva, F., Chionis, D., Dokhane, A., Mylonakis, A., Demaziere, C., Leontidis, G., Kollias, S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1109/SSCI.2018.8628637

Additional Links

View publication in Scopus

Locust Recognition and Detection via Aggregate Channel Features

Yi, D., Su, J., Chen, W.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

New Driver Workload Prediction Using Clustering-Aided Approaches

Yi, D., Su, J., Liu, C., Chen, W.

IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 49, no. 1, pp. 64-70

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TSMC.2018.2871416

Additional Links

Loughborough University repository

Personalized Driver Workload Inference by Learning From Vehicle Related Measurements

Yi, D., Su, J., Liu, C., Chen, W.

IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 49, no. 1, pp. 159-168

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TSMC.2017.2764263

Open Access

http://aura.abdn.ac.uk/bitstream/2164/14008/1/Yi_et_al_IEEETSMCS_PersonalizedDriverWorkload_VoR.pdf

Additional Links

Loughborough University repository

A Maximum Entropy Deep Reinforcement Learning Neural Tracker

Balaram, S., Arulkumaran, K., Dai, T., Bharath, A. A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-3-030-32692-0_46

Additional Links

http://dx.doi.org/10.1007/978-3-030-32692-0_46