Journal Articles

Artaud, C, De-Silva, V, Pina, R, Shi, X (2024) Generating neural architectures from parameter spaces for multi-agent reinforcement learning, Pattern Recognition Letters, ISSN: 0167-8655. DOI: 10.1016/j.patrec.2024.07.013.

Shi, H, Shi, X, Dogan, S (2024) Speech inpainting based on multi-layer long short-term memory networks, Future Internet, 16(2), 63, DOI: 10.3390/fi16020063.

Tibebu, H, De-Silva, V, Artaud, C, Moreira-Pina, R, Shi, X (2022) Towards interpretable camera and LiDAR data fusion for autonomous ground vehicles localisation, Sensors, 22(20), 8021, DOI: 10.3390/s22208021.

Alsaghir, E, Shi, X, De-Silva, V, Kondoz, A (2022) Understanding dilated mathematical relationship between image features and the convolutional neural network’s learnt parameters, Entropy, 24(1), 132, DOI: 10.3390/e24010132.

Shi, X, De-Silva, V, Aslan, Y, Ekmekcioglu, E, Kondoz, A (2021) Evaluating the learning procedure of CNNs through a sequence of prognostic tests utilising information theoretical measures, Entropy, 24(1), 67, DOI: 10.3390/e24010067.

Rahulamathavan, Y, Dogan, S, Shi, X, Lu, R, Rajarajan, M, Kondoz, A (2020) Scalar product lattice computation for efficient privacy-preserving systems, IEEE Internet of Things Journal, 8(3), pp.1417-1427, ISSN: 2327-4662. DOI: 10.1109/JIOT.2020.3014686.

Riaz, A, Shi, X, Kondoz, A (2020) Adaptive Blind Moving Source Separation Based on Intensity Vector Statistics, Speech Communication, ISSN: 0167-6393. DOI: 10.1016/j.specom.2019.08.001.

Inder, K, De-Silva, V, Shi, X (2019) Learning control policies of driverless vehicles from UAV video streams in complex urban environments, Remote Sensing, 11(23), 2723, ISSN: 2072-4292. DOI: 10.3390/rs11232723.

Elfitri, I, Shi, X, Kondoz, A (2014) Analysis by synthesis spatial audio coding, IET Signal Processing, 8(1), pp.30-38, ISSN: 1751-9675. DOI: 10.1049/iet-spr.2013.0015.

Chen, Y, Shi, X, De-Silva, V, Dogan, S (Accepted for publication) Steady-State Visual Evoked Potential-Based Brain–Computer Interface System for Enhanced Human Activity Monitoring and Assessment, Sensors, 24(21), pp.7084-7084, DOI: 10.3390/s24217084.

Conferences

Mu, Z, Shi, X, Dogan, S (2024) Information system security reinforcement with WGAN-GP for detection of zero-day attacks. In 2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD), Chengdu, China,ISBN: 9798350385106. DOI: 10.1109/ICAIBD62003.2024.10604482.

Farooq, M, De-Silva, V, Shi, X (2024) An attention-based ensemble model for emotion recognition in conversation. In IEEE ICPRS 2024 - 14th International Conference on Pattern Recognition Systems, London, UK,ISBN: 9798350375657.

Chen, Y, Shi, X, De-Silva, V (2024) Intelligent Autonomous Driving Assistance system based on Brain Computer Interface. In International Conference on Global Aeronautical Engineering and Satellite Technology 2024 (GAST'24), Marrakesh, Morocco.

Ogundipe, MF and Shi, X (2024) Detecting cyber threats and enhancing security in IOT devices: A federated learning approach. In International Conference on Global Aeronautical Engineering and Satellite Technology 2024 (GAST'24), Marrakesh, Morocco.

Artaud, C, Moreira-Pina, R, Shi, X, De-Silva, V (2023) Policy generation from latent embeddings for reinforcement learning. In Bennour, A, Bouridane, A, Chaari, L (ed) The International Conference on Intelligent Systems & Pattern Recognition; Intelligent Systems and Pattern Recognition, Hammamet, Tunisia,ISBN: 9783031463372. DOI: 10.1007/978-3-031-46338-9_12.

Alsaghir, E, Shi, X, De-Silva, V (2023) A model selection algorithm for complex CNN systems based on feature-weights relation. In 2023 IEEE IAS Global Conference on Emerging Technologies; 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, UK,ISBN: 9798350331790. DOI: 10.1109/GlobConET56651.2023.10150024.

Farooq, M, De-Silva, V, Tibebu, H, Shi, X (2023) Conversational emotion detection and elicitation: a preliminary study. In 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET); 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, United Kingdom,ISBN: 9798350331790. DOI: 10.1109/GlobConET56651.2023.10149922.

Gabayre, S, Shi, X, Dogan, S, Rahulamathavan, Y, Weightman, A, Cooper, G (2023) ConTraGAN - A conditional transformer-based generative adversarial network for zero-day network attack analysis and detection. In Yurish, SY (ed) 5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023); Proceedings of the 5th International Conference on Advances in Signal Processing and Artificial Intelligence, Tenerife (Canary Islands), Spain, pp.64-69, ISBN: 9788409485611.

De Silva, V, Roche, J, Shi, X, Kondoz, A (2018) IoT driven ambient intelligence architecture for indoor intelligent mobility. In The 3rd IEEE Cyber Science and Technology Congress, Athens, Greece,ISBN: 9781538675182. DOI: 10.1109/DASC/PiCom/DataCom/CyberSciTec.2018.00090.

Lim, H, Kim, C, Ekmekcioglu, E, Dogan, S, Hill, AP, Kondoz, A, Shi, X (2014) An approach to immersive audio rendering with wave field synthesis for 3D multimedia content. In IEEE International Conference on Image Processing (ICIP), Paris, France, pp.76-80, ISBN: 9781479957514. DOI: 10.1109/ICIP.2014.7025014.

De Silva, V, Shi, X, Evans, B, Trufero, JP, Peters, G (2013) Designing a QoE aware intelligent home gateway for future smart homes. In , 2013 Future Network and Mobile Summit, FutureNetworkSummit 2013.

Chungeun Kim, Kondoz, A, Xiyu Shi, (2013) Investigation into spatial audio quality of experience in the presence of accompanying video cues with spatial mismatch. In 2013 IEEE Globecom Workshops (GC Wkshps), pp.1192-1197, DOI: 10.1109/glocomw.2013.6825155.

De Silva, V, Ekmekcioglu, E, Dogan, S, Kondoz, A, Akman, A, Blanco, FP, Politis, I, Marques, H, Shi, X (2013) Immersive 3D media delivery for collaborating users over multiple networks. In Digital Signal Processing (DSP), 2013 18th International Conference on, pp.1-7, ISBN: 9781467358071. DOI: 10.1109/ICDSP.2013.6622761.