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Number of items: 135.

2024

Dickson, Lewis T. and Davison, Christopher and Michie, Craig and McRobert, Ewan and Atkinson, Robert and Andonovic, Ivan and Ferguson, Holly and Dewhurst, Richard and Briddock, Roger and Brooking, Mark and Pavlovic, Dejan and Marko, Oskar and Crnojevic, Vladimir and Tachtatzis, Christos (2024) Augmenting cattle tracking efficiency through monocular depth estimation. In: IEEE Conference on AgriFood Electronics, 2024-09-26 - 2024-09-28.

Nown, Thomas H. and Grealy, Madeleine A. and Andonovic, Ivan and Kerr, Andrew and Tachtatzis, Christos (2024) A novel online position estimation method and movement sonification system : the Soniccup. Sensors, 24 (19). 6279. ISSN 1424-8220

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2024) Neural knitworks : patched neural implicit representation networks. Pattern Recognition, 151. 110378. ISSN 0031-3203

Sandhu, Parandeep and Boyle, Christopher and Tachtatzis, Christos and Cardona, Javier (2024) Multi-label classification of crystallisation outcomes from in-situ imaging. In: 2024 British Association for Crystal Growth Annual Conference, 2024-07-01 - 2024-07-03.

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Cardona, Javier and Tachtatzis, Christos (2024) Multi-modal convolutional parameterisation network for guided image inverse problems. Journal of Imaging, 10 (3). 69. ISSN 2313-433X

Fabiyi, Samson Damilola and Murray, Paul and Zabalza, Jaime and Tachtatzis, Christos and Vu, Hai and Dao, Trung Kien (2024) A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed classification. IEEE Transactions on AgriFood Electronics, 2 (1). pp. 151-164.

Czerkawski, Mikolaj and Tachtatzis, Christos (2024) Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting. IEEE Geoscience and Remote Sensing Letters, 21. 5001905. ISSN 1545-598X

2023

Sommer, Klaus-Dieter and Harris, Peter and Eichstädt, Sascha and Füssl, Roland and Dorst, Tanja and Schütze, Andreas and Heizmann, Michael and Schiering, Nadine and Maier, Andreas and Luo, Yuhui and Tachtatzis, Christos and Andonovic, Ivan and Gourlay, Gordon (2023) Modelling of networked measuring systems -- from white-box models to data based approaches. Other. arXiv.org, Ithaca, NY.

Iorkyase, Ephraim Tersoo and Tachtatzis, Christos and Atkinson, Robert (2023) PCA-enhanced methodology for the identification of partial discharge locations. Energies, 16 (18). 6532. ISSN 1996-1073

Sandhu, Parandeep and Tachtatzis, Christos and Boyle, Christopher and Cardona, Javier (2023) Data-driven approaches for the classification of crystallisation from in-line images. In: ISIC 2023, 2023-09-05 - 2023-09-08, University of Strathclyde.

Czerkawski, Mikolaj and Atkinson, Robert and Michie, Craig and Tachtatzis, Christos (2023) SatelliteCloudGenerator : controllable cloud and shadow synthesis for multi-spectral optical satellite images. Remote Sensing, 15 (17). 4138. ISSN 2072-4292

Lu, Szu-Ching and Rowe, Philip and Tachtatzis, Christos and Andonovic, Ivan and Delafield-Butt, Jonathan (2023) Moving in autism : toward improved autistic wellbeing through motion analysis. In: Scottish Autism Research Group (SARG) Conference 2023: Autistic Wellbeing, 2023-08-22 - 2023-08-22, University of Stirling.

Czerkawski, Mikolaj and Atkinson, Robert and Tachtatzis, Christos (2023) Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model. In: International Geoscience and Remote Sensing Symposium, 2023-07-16 - 2023-07-21.

Sandhu, Parandeep and Tachtatzis, Christos and Boyle, Christopher and Cardona, Javier (2023) Data-driven approaches for the classification of crystallisation outcomes from in-line images. In: CMAC Summer School, 2023-06-14 - 2023-06-16.

Klima, Matej and Bureš, Miroslav and Ahmed, Bestoun S. and Bellekens, Xavier and Atkinson, Robert and Tachtatzis, Christos and Herout, Pavel (2023) Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. Internet of Things, 22. 100706. ISSN 2542-6605

Davison, Chris and Michie, Craig and Tachtatzis, Christos and Andonovic, Ivan and Bowen, Jenna and Duthie, Carol-Anne (2023) Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production. Sensors, 23 (10). 4621. ISSN 1424-8220

Delafield-Butt, Jonathan and Lu, Szu-Ching and Sobota, Krzystof and Young, Robin and Thompson, Lucy and Thorsson, Max and Tachtatzis, Christos and Andonovic, Ivan and Rowe, Philip and Wilson, Phil and Minnis, Helen and McConnachie, Alex and Gillberg, Christopher (2023) Artificial intelligence identification of autism using a smart tablet serious game for preschool children : results from a phase 3 diagnostic trial of 779 children in Sweden and the United Kingdom. In: International Society for Autism Research (INSAR) 2023 Annual Meeting, 2023-05-03 - 2023-05-06, Stockholmsmässan.

2022

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342. Remote Sensing, 14 (24). 6324. ISSN 2072-4292

Hindy, Hanan and Tachtatzis, Christos and Atkinson, Robert and Brosset, David and Bures, Miroslav and Andonovic, Ivan and Michie, Craig and Bellekens, Xavier (2022) Leveraging Siamese networks for one-shot intrusion detection model. Journal of Intelligent Information Systems, 60 (2). pp. 407-436. ISSN 1573-7675

Czerkawski, Mikolaj and Clemente, Carmine and Michie, Craig and Tachtatzis, Christos (2022) On input formats for radar Micro-Doppler signature processing by convolutional neural networks. In: Radar 2022, International Conference on Radar Systems, 2022-10-24 - 2022-10-27, Murrayfield Stadium.

McKechnie, D. and Moreno, I. and Tachtatzis, C. and Nordon, A. and Lue, L. and Cardona, J. (2022) Unravelling anomalous mass transport in miscible liquids. In: IXth Diffusion Fundamentals Conference, 2022-09-21 - 2022-09-24, Jagiellonian University.

Moreno, Irene and Boyle, Christopher and Ferreira, Carla and Chen, Yi-Chieh and Brown, Cameron and Tachtatzis, Christos and Andonovic, Ivan and Sefcik, Jan and Cardona, Javier (2022) Deep Learning methods for solid loading prediction from in-line Chord Length Distributions (CLDs). In: Advances in Process Analytics and Control Technologies, 2022-09-14 - 2022-09-16.

Aqeel, Ibrahim and Iorkyase, Ephraim and Zangoti, Hussein and Tachtatzis, Christos and Atkinson, Robert and Andonovic, Ivan (2022) LoRaWAN-implemented node localisation in a sandstorm environment based on received signal strength indicator. IET Wireless Sensor Systems, 13 (4). pp. 117-132. ISSN 2043-6386

Czerkawski, Mikolaj and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2022) Robustness of deep neural networks for micro-Doppler radar classification. In: 2022 23rd International Radar Symposium (IRS). IEEE, POL, pp. 1-6. ISBN 9788395602054

Michie, C. and Andonovic, I. and Tachtatzis, C. and Davison, C. and Hamilton, A.; Banhazi, Thomas and Molina, Francisco Maroto and Halas, Veronika, eds. (2022) Chapter 3: Herdsman+: artificial intelligence enabled systems and services for livestock farming : Herdsman+ artificial intelligence enabled systems and services for livestock farming. In: Practical Precision Livestock Farming (PLF). Practical Precision Livestock Farming . Wageningen Academic Publishers, Wageningen, The Netherlands, pp. 53-70. ISBN 9789086869343

Nown, T.H. and Kerr, A. and Andonovic, I. and Grealy, M. and Tachtatzis, C. (2022) Creating a real-time movement sonification system as an upper-limb rehabilitation intervention for stroke survivors. In: BioMedEng22, 2022-09-08 - 2022-09-09, University College London.

Nown, Thomas H. and Kerr, Andrew and Andonovic, Ivan and Grealy, Madeleine A. and Tachtatzis, Christos; (2022) Developing a real-time movement sonification system for upper-limb rehabilitation for stroke survivors. In: 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, GBR.

Nown, Thomas H. and Upadhyay, Priti and Kerr, Andrew and Andonovic, Ivan and Tachtatzis, Christos and Grealy, Madeleine A. (2022) A mapping review of real-time movement sonification systems for movement rehabilitation. IEEE Reviews in Biomedical Engineering, 16. pp. 672-686. ISSN 1937-3333

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2022) A novel micro-doppler coherence loss for deep learning radar applications. In: 2021 18th European Radar Conference (EuRAD). IEEE, GBR. ISBN 978-2-87487-065-1

Sheridan, Rachel and Cardona, Javier and Tachtatzis, Christos and Chen, Yi-Chieh and Cleary, Alison and Briggs, Naomi E. B. and Florence, Alastair and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Sefcik, Jan (2022) Effect of oscillatory flow conditions on crystalliser fouling investigated through non-invasive imaging. Chemical Engineering Science, 252. 117188. ISSN 0009-2509

Lu, Szu-Ching and Rowe, Philip and Tachtatzis, Christos and Andonovic, Ivan and Anzulewicz, Anna and Sobota, Krzystof and Delafield-Butt, Jonathan (2022) Swipe kinematic differences in young children with autism spectrum disorders are task- and age-dependent : a smart tablet game approach. Brain Disorders, 5. 100032. ISSN 2666-4593

Pavlovic, Dejan and Czerkawski, Mikolaj and Davison, Christopher and Marko, Oskar and Michie, Craig and Atkinson, Robert and Crnojevic, Vladimir and Andonovic, Ivan and Rajovic, Vladimir and Kvascev, Goran and Tachtatzis, Christos (2022) Behavioural classification of cattle using neck-mounted accelerometer-equipped collars. Sensors, 22 (6). 2323. ISSN 1424-8220

Ukwandu, Elochukwu and Ben-Farah, Mohamed Amine and Hindy, Hanan and Bures, Miroslav and Atkinson, Robert and Tachtatzis, Christos and Andonovic, Ivan and Bellekens, Xavier (2022) Cyber-security challenges in aviation industry : a review of current and future trends. Information, 13 (3). 146. ISSN 2078-2489

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Deep internal learning for inpainting of cloud-affected regions in satellite imagery. Remote Sensing, 14 (6). 1342. ISSN 2072-4292

Upadhyay, Priti and Czerkawski, Mikolaj and Davison, Christopher and Cardona, Javier and Macdonald, Malcolm and Andonovic, Ivan and Michie, Craig and Atkinson, Robert and Papadopoulou, Nikela and Nikas, Konstantinos and Tachtatzis, Christos (2022) A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data. Remote Sensing, 14 (5). 1120. ISSN 2072-4292

2021

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2021) Neural weight step video compression. In: NeurIPS 2021 Pre-Registration Workshop, 2021-12-13 - 2021-12-13, Online.

Chua, Yu Wei and Lu, Szu-Ching and Anzulewicz, Anna and Sobota, Krzystof and Tachtatzis, Christos and Andonovic, Ivan and Rowe, Philip and Delafield-Butt, Jonathan (2021) Developmental differences in the prospective organisation of goal-directed movement between children with autism and typically developing children : a smart tablet serious game study. Developmental Science. e13195. ISSN 1363-755X

Czerkawski, Mikolaj and Stewart, Fraser and Ilioudis, Christos and Michie, Craig and Andonovic, Ivan and Atkinson, Robert and Coull, Maurice and Sandilands, Donald and Kerr, Gareth and Clemente, Carmine and Tachtatzis, Christos (2021) Non-invasive diver respiration rate monitoring in hyperbaric lifeboat environments using short-range radar. In: Oceans 2021, 2021-09-20 - 2021-09-23, San Diego.

Stamoulakatos, Anastasios and Cardona, Javier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Bellekens, Xavier and Atkinson, Robert and Hossain, Md Moinul and Tachtatzis, Christos (2021) A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification. In: Oceans 2021, 2021-09-20 - 2021-09-23, San Diego.

Boyle, Christopher and Ferreira, Carla and Chen, Yi-Chieh and Tachtatzis, Christos and Andonovic, Ivan and Brown, Cameron and Sefcik, Jan and Cardona, Javier (2021) Multidimensional particle characterisation from in-situ imaging using deep learning and transfer learning. In: 21st International Symposium on Industrial Crystallisation, 2021-08-30 - 2021-09-02, Online.

Davison, C. and Bowen, J.M. and Michie, C. and Rooke, J.A. and Jonsson, N. and Andonovic, I. and Tachtatzis, C. and Gilroy, M. and Duthie, C-A. (2021) Predicting feed intake using modelling based on feeding behaviour in finishing beef steers. Animal, 15 (7). 100231. ISSN 1751-7311

Pavlovic, Dejan and Davison, Christopher and Hamilton, Andrew and Marko, Oskar and Atkinson, Robert and Michie, Craig and Crnojević, Vladimir and Andonovic, Ivan and Bellekens, Xavier and Tachtatzis, Christos (2021) Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks. Sensors, 21 (12). 4050. ISSN 1424-8220

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2021) Interference motion removal for Doppler radar vital sign detection using variational encoder-decoder neural network. In: 2021 IEEE Radar Conference (RadarConf21). IEEE National Radar Conference - Proceedings . IEEE, USA, pp. 1-6. ISBN 9781728176093

Chua, Y. W. and Ginnell, L. and Ledsham, V. and Tachtatzis, C. and Andonovic, I. and Boardman, J. P. and Rowe, P. and Fletcher-Watson, S. and Delafield-Butt, J. (2021) Behavioural dynamics of emotional self-regulation during the still-face paradigm : differences at 9-months due to prematurity and effect on 2-year autistic traits. In: International Society for Autism Research Virtual Annual Meeting 2021, 2021-05-03 - 2021-05-07, Online.

Lu, Szu-Ching and Lee, David and Anzulewicz, Anna and Sobota, Krzysztof and Rowe, Philip and Tachtatzis, Christos and Andonovic, Ivan and Delafield-Butt, Jonathan (2021) A prospective perception-action strategy in children with autism during smart-tablet gameplay. In: International Society for Autism Research Virtual Annual Meeting 2021, 2021-05-03 - 2021-05-07, Online.

Hindy, Hanan and Tachtatzis, Christos and Atkinson, Robert and Bayne, Ethan and Bellekens, Xavier; (2021) Developing a Siamese network for intrusion detection systems. In: EuroMLSys '21. Association for Computing Machinery, GBR, 120–126. ISBN 9781450382984

Hindy, Hanan and Atkinson, Robert and Tachtatzis, Christos and Bayne, Ethan and Bureš, Miroslav and Bellekens, Xavier (2021) Utilising flow aggregation to classify benign imitating attacks. Sensors, 21 (5). 1761. ISSN 1424-8220

Upton, David W. and Mistry, Keyur K. and Mather, Peter J. and Zaharis, Zaharias D. and Atkinson, Robert C. and Tachtatzis, Christos and Lazaridis, Pavlos I. (2021) A review of techniques for RSS-based radiometric partial discharge localization. Sensors, 21 (3). 909. ISSN 1424-8220

Hindy, Hanan and Bayne, Ethan and Bures, Miroslav and Atkinson, Robert and Tachtatzis, Christos and Bellekens, Xavier; Ghita, Bogdan and Shiaeles, Stavros, eds. (2021) Machine learning based IoT Intrusion Detection System : an MQTT case study (MQTT-IoT-IDS2020 Dataset). In: Selected Papers from the 12th International Networking Conference, INC 2020. Lecture Notes in Networks and Systems, LNNS . Springer, GRC, pp. 73-84. ISBN 9783030647582

2020

Gillespie, David I. and Hamilton, Andrew W. and Atkinson, Robert C. and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos (2020) Composite laminate delamination detection using transient thermal conduction profiles and machine learning based data analysis. Sensors, 20 (24). 7227. ISSN 1424-8220

Ukwandu, Elochukwu and Ben Farah, Mohamed Amine and Hindy, Hanan and Brosset, David and Kavallieros, Dimitris and Atkinson, Robert and Tachtatzis, Christos and Bureš, Miroslav and Andonovic, Ivan and Bellekens, Xavier (2020) A review of cyber-ranges and test-beds : current and future trends. Sensors, 20 (24). 7148. ISSN 1424-8220

Pavlovic, Dejan and Tachtatzis, Christos and Hamilton, Andrew and Marko, Oskar and Atkinson, Robert and Davison, Christopher and Michie, Craig and Crnojevic, Vladimir and Andonovic, Ivan (2020) Classification of cattle behaviour using convolutional neural networks. In: European Federation of Animal Science (EAAP) Annual Meeting, 2020-12-01 - 2020-12-04, Online (due to Covid-19 pandemic).

Mills, James A. and Hamilton, Andrew W. and Gillespie, David I. and Andonovic, Ivan and Michie, Craig and Burnham, Kenneth and Tachtatzis, Christos (2020) Identifying defects in aerospace composite sandwich panels using high-definition distributed optical fibre sensors. Sensors, 20 (23). 6746. ISSN 1424-8220

Gillespie, David I. and Hamilton, Andrew W. and Atkinson, Robert C. and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos (2020) Defect detection in aerospace sandwich composite panels using conductive thermography and contact sensors. Sensors, 20 (22). 6689. ISSN 1424-8220

Ferreira, Carla and Cardona, Javier and Agimelen, Okpeafoh and Tachtatzis, Christos and Andonovic, Ivan and Sefcik, Jan and Chen, Yi-Chieh (2020) Quantification of particle size and concentration using in-line techniques and multivariate analysis. Powder Technology, 376. pp. 1-11. ISSN 0032-5910

Hindy, Hanan and Atkinson, Robert and Tachtatzis, Christos and Colin, Jean-Noël and Bayne, Ethan and Bellekens, Xavier (2020) Utilising deep learning techniques for effective zero-day attack detection. Electronics, 9 (10). 1684. ISSN 2079-9292

Bureš, Miroslav and Klima, Matej and Rechtberger, Vaclav and Bellekens, Xavier and Tachtatzis, Christos and Atkinson, Robert and Ahmed, Bestoun S.; de Boer, Frank and Cerone, Antonio, eds. (2020) Interoperability and integration testing methods for IoT systems : a systematic mapping study. In: International Conference on Software Engineering and Formal Methods. Lecture Notes in computer Science . Springer, NLD, pp. 93-112. ISBN 978-3-030-58768-0

Michie, Craig and Andonovic, Ivan and Davison, Christopher and Hamilton, Andrew and Tachtatzis, Christos and Jonsson, Nicholas and Duthie, Carol-Anne and Bowen, Jenna and Gilroy, Michael (2020) The Internet of Things enhancing animal welfare and farm operational efficiency. Journal of Dairy Research, 87 (S1). pp. 20-27. ISSN 0022-0299

Upton, David W. and Haigh, Richard P. and Mather, Peter J. and Lazaridis, Pavlos I. and Mistry, Keyur and Zaharis, Zaharias D. and Tachtatzis, Christos and Atkinson, Robert C. (2020) Gated pipelined folding ADC based low power sensor for large-scale radiometric partial discharge monitoring. IEEE Sensors Journal, 20 (14). pp. 7826-7836. ISSN 1530-437X

Gillespie, David I. and Hamilton, Andrew W. and McKay, Ewan J. and Neilson, Brian and Atkinson, Robert C. and Andonovic, Ivan and Tachtatzis, Christos (2020) Non-destructive identification of fibre orientation in multi-ply biaxial laminates using contact temperature sensors. Sensors, 20 (14). 3865. ISSN 1424-8220

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2020) On models and approaches for human vital signs extraction from short range radar signals. In: 2020 14th European Conference on Antennas and Propagation (EuCAP). IEEE, DNK. ISBN 978-88-31299-00-8

Miller, G.A. and Mitchell, M. and Barker, Z.E. and Giebel, K. and Codling, E.A. and Amory, J.R. and Michie, C. and Davison, C. and Tachtatzis, C. and Andonovic, I. and Duthie, C.-A. (2020) Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows. Animal, 14 (6). pp. 1304-1312. ISSN 1751-7311

Talbot, Joshua and Pikula, Przemek and Sweetmore, Craig and Rowe, Samuel and Hindy, Hanan and Tachtatzis, Christos and Atkinson, Robert and Bellekens, Xavier (2020) A security perspective on Unikernels. In: International Conference on Cyber Security and Protection of Digital Services (Cyber Security 2020), 2020-06-15 - 2020-06-19, held online (virtual).

Davison, Christopher and Michie, Craig and Hamilton, Andrew and Tachtatzis, Christos and Andonovic, Ivan and Gilroy, Michael (2020) Detecting heat stress in dairy cattle using neck-mounted activity collars. Agriculture, 10 (6). pp. 1-11. 210. ISSN 2077-0472

Hindy, Hanan and Brosset, David and Bayne, Ethan and Seeam, Amar and Tachtatzis, Christos and Atkinson, Robert and Bellekens, Xavier (2020) A taxonomy of network threats and the effect of current datasets on intrusion detection systems. IEEE Access, 8. pp. 104650-104675. ISSN 2169-3536

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2020) Varietal classification of rice seeds using RGB and hyperspectral images. IEEE Access, 8. pp. 22493-22505. ISSN 2169-3536

Stamoulakatos, Anastasios and Cardona, Javier and McCaig, Chris and Murray, David and Filius, Hein and Atkinson, Robert and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Hamilton, Andrew and Hossain, Md. Moinul and Di Caterina, Gaetano and Tachtatzis, Christos (2020) Automatic annotation of subsea pipelines using deep learning. Sensors, 20 (3). 674. ISSN 1424-8220

2019

Mohamed, Hamd and Lazaridis, Pavlos and Mather, Peter and Tachtatzis, Christos and Judd, Martin and Atkinson, Robert and Glover, Ian A. (2019) Partial discharge detection and localization : using software defined radio. IEEE Industrial Electronics Magazine, 13 (4). pp. 77-85. ISSN 1932-4529

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung-Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2019) Comparative study of PCA and LDA for rice seeds quality inspection. In: IEEE Africon 2019, 2019-09-25 - 2019-09-27.

Urquhart, Colin and Bellekens, Xavier and Tachtatzis, Christos and Atkinson, Robert and Hindy, Hanan and Seeam, Amar (2019) Cyber-security internals of a Skoda Octavia vRS : a hands on approach. IEEE Access, 7. pp. 146057-146069. ISSN 2169-3536

Gillespie, David I. and Hamilton, Andrew W. and Kruckenberg, Teresa and Neilson, Brian and Atkinson, Robert C. and Andonovic, Ivan and Tachtatzis, Christos (2019) Geometrical thermal analysis as a form of Finite Element Analysis enhancement. In: 17th International Conference on Manufacturing Research ICMR2019, 2019-09-10 - 2019-09-12, Queens University.

Iorkyase, Ephraim Tersoo and Tachtatzis, Christos and Glover, Ian A. and Lazaridis, Pavlos and Upton, David and Saeed, Bakhtiar and Atkinson, Robert C. (2019) Improving RF-based partial discharge localization via machine learning ensemble method. IEEE Transactions on Power Delivery, 34 (4). pp. 1478-1489. ISSN 0885-8977

Bellekens, Xavier and Jayasekera, Gayan and Hindy, Hanan and Bureš, Miroslav and Brosset, David and Tachtatzis, Christos and Atkinson, Robert (2019) From cyber-security deception to manipulation and gratification through gamification. In: 21st International Conference on Human-Computer Interaction, 2019-07-26 - 2019-07-31, Walt Disney World Swan and Dolphin Resort.

Jones, Catherine E. and Hamilton, Andrew W. and Norman, Patrick J. and Cleary, Alison and Galloway, Stuart J. and Atkinson, Robert and Burt, Graeme M. and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos (2019) A novel methodology for macroscale, thermal characterization of carbon fiber-reinforced polymer for integrated aircraft electrical power systems. IEEE Transactions on Transportation Electrification, 5 (2). pp. 479-489. ISSN 2332-7782

Iorkyase, Ephraim and Tachtatzis, Christos and Lazaridis, Pavlos and Glover, Ian and Atkinson, Robert (2019) Low complexity wireless sensor system for partial discharge localisation. IET Wireless Sensor Systems, 9 (3). pp. 158-165. ISSN 2043-6386

Li, Jian and Hossain, Md. Moinul and Sun, Jun and Liu, Yudong and Zhang, Biao and Tachtatzis, Christos and Xu, Chuanlong (2019) Simultaneous measurement of flame temperature and absorption coefficient through LMBC-NNLS and plenoptic imaging techniques. Applied Thermal Engineering, 154. pp. 711-725. ISSN 1359-4311

Chua, Yu Wei and Lu, Szu-Ching and Rowe, Philip and Tachtatzis, Christos and Andonovic, Ivan and Anzulewicz, Anna and Sobota, Krzysztof and Delafield-Butt, Jonathan (2019) Kinematics of prospective motor control in autism spectrum disorder : an exploratory multilevel modelling analysis of goal-directed finger movements during smart-tablet gameplay. In: International Society for Autism Research Annual Meeting, 2019-05-01 - 2019-05-04, Palais des congres de Montreal (Montreal Convention Center).

Lu, Szu-Ching and Rowe, Philip and Tachtatzis, Christos and Andonovic, Ivan and Anzulewicz, Anna and Sobota, Krzysiek and Delafield-Butt, Jonathan (2019) The movements of children with autism can be faster or slower than their typically developing counterparts, depending on the task. In: International Society for Autism Research Annual Meeting, 2019-05-01 - 2019-05-04, Palais des congres de Montreal (Montreal Convention Center).

Hamilton, Andrew W. and Davison, Chris and Tachtatzis, Christos and Andonovic, Ivan and Michie, Craig and Ferguson, Holly J. and Somerville, Laura and Jonsson, Nicholas N. (2019) Identification of the rumination in cattle using support vector machines with motion-sensitive bolus sensors. Sensors, 19 (5). 1165. ISSN 1424-8220

2018

Agimelen, Okpeafoh S. and Svoboda, Vaclav and Ahmed, Bilal and Cardona, Javier and Dziewierz, Jerzy and Brown, Cameron J. and McGlone, Thomas and Cleary, Alison and Tachtatzis, Christos and Michie, Craig and Florence, Alastair J. and Andonovic, Ivan and Mulholland, Anthony J. and Sefcik, Jan (2018) Multi-sensor inline measurements of crystal size and shape distributions during high shear wet milling of crystal slurries. Advanced Powder Technology, 29 (12). pp. 2987-2995. ISSN 1568-5527

Cardona, Javier and Ferreira, Carla and McGinty, John and Hamilton, Andrew and Agimelen, Okpeafoh S. and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos (2018) Image analysis framework with focus evaluation for in situ characterisation of particle size and shape attributes. Chemical Engineering Science, 191. pp. 208-231. ISSN 0009-2509

Khan, Umar F. and Lazaridis, Pavlos I. and Mohamed, Hamd and Albarracín, Ricardo and Zaharis, Zaharias D. and Atkinson, Robert C. and Tachtatzis, Christos and Glover, Ian A. (2018) An efficient algorithm for partial discharge localization in high-voltage systems using received signal strength. Sensors, 18 (11). 4000. ISSN 1424-8220

Upton, D. W. and Haigh, R. P. and Saeed, B. I. and Khan, U. and Mohamed, H. and Mistry, K. and Mather, P. J. and Lazaridis, P. I. and Filho, F. Torres and Tachtatzis, C. and Atkinson, R. and Judd, M. and Glover, I. A. (2018) Low power high-speed folding ADC based partial discharge sensor for wireless fault detection in substations. In: URSI Atlantic Radio Science, 2018-05-28 - 2018-06-01.

Iorkyase, Ephraim T. and Tachtatzis, Christos and Glover, Ian A. and Atkinson, Robert C. (2018) RF-based location of partial discharge sources using received signal features. IET High Voltage. ISSN 2397-7264

Khan, U and Lazaridis, P and Mohamed, H and Upton, D and Mistry, K and Saeed, B and Mather, P and Vieira, M F Q and Atkinson, R. C. and Tachtatzis, C and Glover, I A; (2018) Localization of partial discharge by using received signal strength. In: 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC 2018). Institute of Electrical and Electronics Engineers Inc., ESP, pp. 1-4. ISBN 9789082598735

Cardona, Javier and Ferreira, Carla and Svoboda, Vaclav and Ahmed, Bilal and McGinty, John and Agimelen, Okpeafoh S. and Hamilton, Andrew and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Florence, Alastair J. and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos; Thorvald, Peter and Case, Keith, eds. (2018) The role of in-line image analysis in the transition to continuous manufacturing in the pharmaceutical industry. In: Advances in Manufacturing Technology XXXII. Advances in Transdisciplinary Engineering . IOS Press, SWE, pp. 27-32. ISBN 978-1-61499-901-0

Khan, U and Lazaridis, P and Mohamed, H and Upton, D and Mistry, K and Saeed, B and Mather, P and Atkinson, R C and Tachtatzis, C and Glover, I A; (2018) Received signal strength intensity based localization of partial discharge in high voltage systems. In: 2018 24th International Conference on Automation and Computing (ICAC). IEEE, GBR. ISBN 978-1-86220-341-9

Upton, David W. and Saeed, Bakhtiar I. and Mather, Peter J. and Sibley, Martin J. N. and Lazaridis, Pavlos I. and Mistry, Keyur K. and Glover, Ian A. and Filho, Flávlo T. and Tachtatzis, Christos and Atkinson, Robert C. and Judd, Martin D. (2018) Low power radiometric partial discharge sensor using composite transistor-reset integrator. IEEE Transactions on Dielectrics and Electrical Insulation, 25 (3). pp. 984-992. ISSN 1070-9878

Neugebauer, Peter and Cardona, Javier and Besenhard, Maximilian O. and Peter, Anna and Gruber-Woelfler, Heidrun and Tachtatzis, Christos and Cleary, Alison and Andonovic, Ivan and Sefcik, Jan and Khinast, Johannes G. (2018) Crystal shape modification via cycles of growth and dissolution in a tubular crystallizer. Crystal Growth and Design, 18 (8). 4403–4415. ISSN 1528-7483

Hindy, Hanan and Brosset, David and Bayne, Ethan and Seeam, Amar and Tachtatzis, Christos and Atkinson, Robert and Bellekens, Xavier (2018) A taxonomy and survey of intrusion detection system design techniques, network threats and datasets. Preprint / Working Paper. arXiv.org, Ithaca, N.Y..

Saeed, B. I. and Upton, D. W. and Vieira, M. F. Q. and Torres, F. and Mohamed, H. and Mistry, K. and Mather, P. J. and Lazaridis, P. and Khan, U. and Tachtatzis, C. and Atkinson, R. and Judd, M. and Glover, I. A. (2018) A supervisory system for partial discharge monitoring. In: URSI Atlantic Radio Science, 2018-05-28 - 2018-06-01.

Ahmed, Bilal and Svoboda, Vaclav and Agimelen, Okpeafoh and Cardona, Javier and Dziewierz, Jerzy and Brown, Cameron and McGlone, Thomas and Cleary, Alison and Tachtatzis, Christos and Michie, Craig and Florence, Alastair J. and Andonovic, Ivan and Mulholland, Anthony and Sefcik, Jan (2018) Monitoring API crystal breakage in wet milling using inline imaging and chord length distribution measurements. In: 8th World Congress on Particle Technology, 2018-04-22 - 2018-04-26, Orlando World Center Marriott.

Upton, D. W. and Saeed, B. I. and Mather, P. J. and Lazaridis, P. I. and Vieira, M. F. Q. and Atkinson, R. and Tachtatzis, C. and Garcia, M. S. and Judd, M. and Glover, I. A. (2018) Wireless sensor network for radiometric detection and assessment of partial discharge in HV equipment. Radio Science. ISSN 0048-6604

2017

Hodo, Elike and Bellekens, Xavier and Iorkyase, Ephraim and Hamilton, Andrew and Tachtatzis, Christos and Atkinson, Robert (2017) Machine learning approach for detection of non-Tor Traffic. Journal of Cyber Security and Mobility, 6 (2). pp. 171-194. 4. ISSN 2245-4578

Jaber, A. and Lazaridis, P. and Saeed, B. and Mather, P. and Vieira, M. F. Q. and Atkinson, R. and Tachtatzis, C. and Iorkyase, E. and Judd, M. and Glover, I. A.; (2017) Diagnostic potential of free-space radiometric partial discharge measurements. In: 2017 XXXIInd General Assembly and Scientific Symposium of the International Union of Radio Science. IEEE, CAN. ISBN 9789082598704

Iorkyase, E. T. and Tachtatzis, C. and Lazaridis, P. and Glover, I. A. and Atkinson, R. C. (2017) Radio location of partial discharge sources : a support vector regression approach. IET Science, Measurement and Technology. ISSN 1751-8822

Cardona, J. and Ferreira, C. and McGinty, J. and Hamilton, A. and Agimelen, O.S. and Cleary, A. and Chen, Y.C. and Sefcik, J. and Michie, C. and Atkinson, R. and Andonovic, I. and Tachtatzis, C. (2017) In-line monitoring of particle size and shape from image-based measurements. In: ISIC20, 2017-09-03 - 2017-09-06, University College Dublin.

Hodo, Elike and Bellekens, Xavier and Iorkyase, Ephraim and Hamilton, Andrew and Tachtatzis, Christos and Atkinson, Robert; (2017) Machine learning approach for detection of nonTor traffic. In: ARES '17 Proceedings of the 12th International Conference on Availability, Reliability and Security. ACM, New York. ISBN 9781450352574

Upton, D. W. and Saeed, B. I. and Khan, U. and Jaber, A. and Mohamed, H. and Mistry, K. and Mather, P. J. and Lazaridis, P. and Vieira, M. F. Q. and Atkinson, R. and Tachtatzis, C. and Iorkyase, E. and Judd, M. and Glover, I. A. (2017) Wireless sensor network for radiometric detection and assessment of partial discharge in HV equipment. In: General Assembly and Scientific Symposium of the International Union of Radio Science, 2017-08-19 - 2017-08-26.

Ferreira, Carla and Agimelen, Okpeafoh and Cardona, Javier and Tachtatzis, Christos and Sefcik, Jan and Chen, Yi-Chieh (2017) Multi-sensor measurements of quantitative particle size and shape information. In: 15th Scandinavian Symposium on Chemometrics, 2017-06-19 - 2017-06-22.

Cardona, Javier and Ferreira, Carla Sofia and McGinty, John and Hamilton, Andrew and Agimelen, Okpeafoh and Cleary, Alison and Chen, Yi-Chieh and Sefcik, Jan and Michie, Walter and Atkinson, Robert and Andonovic, Ivan and Tachtatzis, Christos (2017) Enabling digitisation of continuous manufacturing processes : the role of image analysis. In: Network Plus: Industrial Systems in the Digital Age Conference 2017, 2017-06-20 - 2017-06-21, James Watt Building South, University of Glasgow. (In Press)

Bellekens, Xavier and Seeam, Amar and Tachtatzis, Christos and Atkinson, Robert (2017) Trie compression for GPU accelerated multi-pattern matching. In: International Conferences on Pervasive Patterns and Applications, 2017-02-19 - 2017-02-23.

Hodo, Elike and Bellekens, Xavier and Hamilton, Andrew and Tachtatzis, Christos and Atkinson, Robert (2017) Shallow and deep networks intrusion detection system : a taxonomy and survey. Preprint / Working Paper. arXiv.org, Ithaca, N.Y..

2016

Hai, Vu and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Le, Thi-Lan and Andonovic, Ivan and Marshall, Stephen (2016) Rice seed varietal purity inspection using hyperspectral imaging. In: Hyperspectral Imaging and Applications Conference, 2016-10-12 - 2016-10-13, Ricoh Arena.

Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Atkinson, Robert and Le, Thi-Lan and Andonovic, Ivan and Marshall, Stephen (2016) Spatial and spectral features utilization on a hyperspectral imaging system for rice seed varietal purity inspection. In: 12th IEEE-RIVF International Conference on Computing and Communication Technologies, 2016-11-07 - 2016-11-09, Thuyloi University. (In Press)

Michie, C and Andonovic, I and Tachtatzis, C and Davison, C and Konka, J; Uttamchandani, Deepak, ed. (2016) Wireless MEMS sensors for precision farming. In: Wireless MEMS Networks and Applications. Woodhead Publishing Series in Electronic and Optical Materials (1). Woodhead Publications. ISBN 9780081004494

Bellekens, Xavier and Paul, Greig and Tachtatzis, Christos and Irvine, James and Atkinson, Robert; (2016) Strategies for protecting intellectual property when using CUDA applications on graphics processing units. In: SIN'16 proceedings to be published under ACM International Conference Proceeding Series (ICPS). ACM Press, USA, pp. 166-173. ISBN 978-1-4503-4764-8

Hodo, Elike Komi and Bellekens, Xavier and Hamilton, Andrew and Dubouilh, Pierre-Louis and Iorkyase, Ephraim Tersoo and Tachtatzis, Christos and Atkinson, Robert (2016) Threat analysis of IoT networks using artificial neural network intrusion detection system. In: International Symposium on Networks, Computers and Communications, 2016-05-11 - 2016-05-13, Tunisia.

Agimelen, Okpeafoh S. and Jawor-Baczynska, Anna and McGinty, John and Dziewierz, Jerzy and Tachtatzis, Christos and Cleary, Alison and Haley, Ian and Michie, Craig and Andonovic, Ivan and Sefcik, Jan and Mulholland, Anthony J. (2016) Integration of in situ imaging and chord length distribution measurements for estimation of particle size and shape. Chemical Engineering Science, 144. pp. 87-100. ISSN 0009-2509

2015

Michalis, Panagiotis and Tarantino, Alessandro and Tachtatzis, Christos and Judd, Martin D (2015) Wireless monitoring of scour and re-deposited sediment evolution at bridge foundations based on soil electromagnetic properties. Smart Materials and Structures, 24 (12). 125029. ISSN 0964-1726

Iorkyase, E. T. and Tachtatzis, C. and Atkinson, R. C. and Glover, I. A.; (2015) Localisation of partial discharge sources using radio fingerprinting technique. In: 2015 Loughborough Antennas & Propagation Conference LAPC. IEEE, GBR. ISBN 9781479989430

Currie, Magnus and Saafi, Mohamed and Tachtatzis, Christos and Quail, Francis (2015) Structural integrity monitoring of onshore wind turbine concrete foundations. Renewable Energy, 83. pp. 1131-1138. ISSN 0960-1481

Bellekens, Xavier and Seeam, Amar and Nieradzinska, Kamila and Tachtatzis, Christos and Cleary, Alison and Atkinson, Robert and Andonovic, Ivan (2015) Cyber-physical-security model for safety-critical IoT infrastructures. In: Wireless World Research Forum Meeting 35 (WWRF35), 2015-10-14 - 2015-10-16, Aalborg University, Copenhagen Campus.

Tachtatzis, Christos and Sheridan, Rachel and Michie, Craig and Atkinson, Robert C. and Cleary, Alison and Dziewierz, Jerzy and Andonovic, Ivan and Briggs, Naomi E.B. and Florence, Alastair J. and Sefcik, Jan (2015) Image-based monitoring for early detection of fouling in crystallisation processes. Chemical Engineering Science, 133. pp. 82-90. ISSN 0009-2509

Zhang, Yong and Upton, David and Jaber, Adel and Ahmed, Hamd and Saeed, Bahghtar and Mather, Peter and Lazaridis, Pavlos and Mopty, Alexandre and Tachtatzis, Christos and Atkinson, Robert and Judd, Martin and Vieira, Maria Fatima Queiroz and Glover, Ian (2015) Radiometric wireless sensor network monitoring of partial discharge sources in electrical substations. International Journal of Distributed Sensor Networks, 2015. 438302. ISSN 1550-1329

Dao, Trung-Kien and Le, Thi-Lan and Harle, David and Murray, Paul and Tachtatzis, Christos and Marshall, Stephen and Michie, Craig and Andonovic, Ivan (2015) Automatic cattle location tracking using image processing. In: 23rd European Signal Processing Conference, 2015 (EUSIPCO 2015), 2015-08-31 - 2015-09-04.

Robertson, Murray and McGlone, Thomas and Johnston, Andrea and Florence, Alastair and Johnston, Blair and Dziewierz, Jerzy and Tachtatzis, Christos and Cleary, Alison and Gachagan, Anthony and Andonovic, Ivan and Sefcik, Jan (2015) Developing a data acquisition, analysis and reporting system for an academic research centre. In: ACM International Conference on Multimedia Retrieval (ICMR), 2015-06-23 - 2015-06-26.

Nieradzinska, Kamila and Tachtatzis, Christos and Atkinson, Robert and Konka, Jakub Wojciech and Seeam, Amar and Stankovic, Lina and Andonovic, Ivan and White, Robert and Haffey, Mark and Cleary, Alison (2015) A decision support framework for proactive maintenance of water and wastewater systems. In: World Water Congress XV - International Water Resources Association (IWRA), 2015-05-25 - 2015-05-29, Scotland.

Stankovic, Lina and Elafoudi, Georgia and Tachtatzis, Christos and Andonovic, Ivan and Cassels, George and Fickling, Andrew (2015) Decision support system for proactive maintenance of earthworks assets. In: World Water Congress XV, 2015-05-25 - 2015-05-29.

Bellekens, Xavier and Paul, Greig and Irvine, James M. and Tachtatzis, Christos and Atkinson, Robert C. and Kirkham, Tony and Renfrew, Craig (2015) Data remanence and digital forensic investigation for CUDA Graphics Processing Units. In: 1ST IEEE/IFIP Workshop on Security for Emerging Distributed Network Technologies (DISSECT), 2015-05-11 - 2015-05-15, Ottawa Convention Center.

Di Franco, Fabio and Tachtatzis, Christos and Atkinson, Robert C. and Tinnirello, Ilenia and Glover, Ian A. (2015) Channel estimation and transmit power control in wireless body area networks. IET Wireless Sensor Systems, 5 (1). pp. 11-19. ISSN 2043-6386

2014

Tachtatzis, Christos and Sheridan, Rachel and Michie, Craig and Sefcik, Jan and Atkinson, Robert and Cleary, Alison and Andonovic, Ivan (2014) Image-based monitoring of encrustation in the crystallisation process. In: 3rd Annual EPSRC Manufacturing the Future Conference, 2014-09-23 - 2014-09-24.

Bellekens, Xavier J.A. and Tachtatzis, Christos and Atkinson, Robert C. and Renfrew, Craig and Kirkham, Tony; (2014) GLoP : Enabling Massively Parallel Incident Response Through GPU Log Processing. In: SIN '14 Proceedings of the 7th International Conference on Security of Information and Networks. ACM Press, GBR. ISBN 978-1-4503-3033-6

Bellekens, Xavier J.A. and Tachtatzis, Christos and Atkinson, Robert C. and Renfrew, Craig and Kirkham, Tony; (2014) A highly-efficient memory-compression scheme for GPU-accelerated intrusion detection systems. In: SIN '14 Proceedings of the 7th International Conference on Security of Information and Networks. ACM Press, GBR. ISBN 978-1-4503-3033-6

Davison, Christopher and Konka, Jakub Wojciech and Michie, Craig and Tachtatzis, Christos and Andonovic, Ivan and Ross, David and Duthie, Carol-Anne (2014) Automatic prediction of calving point using tail mounted tri-axial accelerometers. In: First Dairycare Conference, DAIRYCARE 2014, 2014-08-22 - 2014-08-23.

Tachtatzis, Christos and Harle, David and Atkinson, Robert and Michie, Craig and Andonovic, Ivan (2014) Design and Implementation of Wireless Sensor Systems. In: British Council - Researcher Links - Recent Advances and Developments in Communication Systems, 2014-02-17 - 2014-02-20, Novotel Saigon Centre, 167 Hai Ba Trung, District 3.

2013

Currie, Magnus and Saafi, Mohamed and Tachtatzis, Christos and Quail, Francis (2013) Structural health monitoring for wind turbine foundations. Proceedings of the ICE - Energy, 166 (4). pp. 162-169. ISSN 1751-4223

2012

Tachtatzis, Christos and Di Franco, Fabio and Tracey, David C. and Timmons, Nick F. and Morrison, Jim; Simplot-Ryl, David and Dias de Amorim, Marcelo and Giordano, Silvia and Helmy, Ahmed, eds. (2012) An energy analysis of IEEE 802.15.6 scheduled access modes for medical applications. In: Ad Hoc Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 89 . Springer, pp. 209-222. ISBN 9783642290954