Research output per year
Research output per year
- 1 - 50 out of 133 results
Search results
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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
Delafield-Butt, J., Lu, S-C., Sobota, K., Young, R., Thompson, L., Thorsson, M., Tachtatzis, C., Andonovic, I., Rowe, P., Wilson, P., Minnis, H., McConnachie, A. & Gillberg, C., 5 May 2023.Research output: Contribution to conference › Poster › peer-review
Open AccessFile2 Downloads (Pure) -
Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production
Davison, C., Michie, C., Tachtatzis, C., Andonovic, I., Bowen, J. M. & Duthie, C-A., 4 May 2023, (Accepted/In press) In: Sensors. 12 p.Research output: Contribution to journal › Article › peer-review
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Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model
Czerkawski, M., Atkinson, R. & Tachtatzis, C., 21 Jul 2023. 3 p.Research output: Contribution to conference › Abstract › peer-review
Open AccessFile2 Downloads (Pure) -
Specialized path-based technique to test Internet of Things system functionality under limited network connectivity
Klima, M., Bureš, M., Ahmed, B. S., Bellekens, X., Atkinson, R., Tachtatzis, C. & Herout, P., 1 Jul 2023, In: Internet of Things. 22, 27 p., 100706.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
2022
Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342
Czerkawski, M., Upadhyay, P., Davison, C., Werkmeister, A., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M. & Tachtatzis, C., 14 Dec 2022, (E-pub ahead of print) In: Remote Sensing. 14, 24, 4 p., 6324.Research output: Contribution to journal › Comment/debate › peer-review
Open AccessFile4 Downloads (Pure) -
Verifying a sense of agency with a real-time movement sonification system for stroke survivors with hemiparesis
Nown, T., Kerr, A., Andonovic, I., Grealy, M. & Tachtatzis, C., 9 Nov 2022.Research output: Contribution to conference › Poster
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Leveraging Siamese networks for one-shot intrusion detection model
Hindy, H., Tachtatzis, C., Atkinson, R., Brosset, D., Bures, M., Andonovic, I., Michie, C. & Bellekens, X., 5 Nov 2022, In: Journal of Intelligent Information Systems. 60, 2, p. 407-436 30 p.Research output: Contribution to journal › Special issue › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
On input formats for radar Micro-Doppler signature processing by convolutional neural networks
Czerkawski, M., Clemente, C., Michie, C. & Tachtatzis, C., 27 Oct 2022, p. 1-6. 6 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile38 Downloads (Pure) -
Unravelling anomalous mass transport in miscible liquids
McKechnie, D., Moreno, I., Tachtatzis, C., Nordon, A., Lue, L. & Cardona, J., 21 Sept 2022, p. 75 [B.02]. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile16 Downloads (Pure) -
Deep Learning methods for solid loading prediction from in-line Chord Length Distributions (CLDs)
Moreno, I., Boyle, C., Ferreira, C., Chen, Y-C., Brown, C., Tachtatzis, C., Andonovic, I., Sefcik, J. & Cardona, J., 16 Sept 2022. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile32 Downloads (Pure) -
LoRaWAN-implemented node localisation in a sandstorm environment based on received signal strength indicator
Aqeel, I., Iorkyase, E., Zangoti, H., Tachtatzis, C., Atkinson, R. & Andonovic, I., 15 Sept 2022, (E-pub ahead of print) In: IET Wireless Sensor Systems. 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (Pure) -
Robustness of deep neural networks for micro-Doppler radar classification
Czerkawski, M., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 14 Sept 2022, 2022 23rd International Radar Symposium (IRS). Piscataway, N.J.: IEEE, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile24 Downloads (Pure) -
Chapter 3: Herdsman+: artificial intelligence enabled systems and services for livestock farming: Herdsman+ artificial intelligence enabled systems and services for livestock farming
Michie, C., Andonovic, I., Tachtatzis, C., Davison, C. & Hamilton, A., 12 Sept 2022, Practical Precision Livestock Farming (PLF): Hands-On Experiences with PLF Technologies in Commercial and R&D Settings. Banhazi, T., Molina, F. M. & Halas, V. (eds.). Wageningen, The Netherlands, p. 53-70 18 p. (Practical Precision Livestock Farming).Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile22 Downloads (Pure) -
Creating a real-time movement sonification system as an upper-limb rehabilitation intervention for stroke survivors
Nown, T. H., Kerr, A., Andonovic, I., Grealy, M. & Tachtatzis, C., 9 Sept 2022.Research output: Contribution to conference › Poster › peer-review
Open AccessFile16 Downloads (Pure) -
Developing a real-time movement sonification system for upper-limb rehabilitation for stroke survivors
Nown, T. H., Kerr, A., Andonovic, I., Grealy, M. A. & Tachtatzis, C., 15 Jul 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Piscataway, NJ: IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile23 Downloads (Pure) -
A mapping review of real-time movement sonification systems for movement rehabilitation
Nown, T. H., Upadhyay, P., Kerr, A., Andonovic, I., Tachtatzis, C. & Grealy, M. A., 1 Jul 2022, In: IEEE Reviews in Biomedical Engineering. 16, p. 672-686 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)37 Downloads (Pure) -
Swipe kinematic differences in young children with autism spectrum disorders are task- and age-dependent: a smart tablet game approach
Lu, S-C., Rowe, P., Tachtatzis, C., Andonovic, I., Anzulewicz, A., Sobota, K. & Delafield-Butt, J., 31 Mar 2022, In: Brain Disorders. 5, 9 p., 100032.Research output: Contribution to journal › Article › peer-review
Open AccessFile39 Downloads (Pure) -
Behavioural classification of cattle using neck-mounted accelerometer-equipped collars
Pavlovic, D., Czerkawski, M., Davison, C., Marko, O., Michie, C., Atkinson, R., Crnojevic, V., Andonovic, I., Rajovic, V., Kvascev, G. & Tachtatzis, C., 17 Mar 2022, In: Sensors. 22, 6, 18 p., 2323.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)79 Downloads (Pure) -
Cyber-security challenges in aviation industry: a review of current and future trends
Ukwandu, E., Ben-Farah, M. A., Hindy, H., Bures, M., Atkinson, R., Tachtatzis, C., Andonovic, I. & Bellekens, X., 10 Mar 2022, In: Information. 13, 3, 22 p., 146.Research output: Contribution to journal › Review article › peer-review
Open AccessFile7 Citations (Scopus)332 Downloads (Pure) -
Deep internal learning for inpainting of cloud-affected regions in satellite imagery
Czerkawski, M., Upadhyay, P., Davison, C., Werkmeister, A., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M. & Tachtatzis, C., 10 Mar 2022, In: Remote Sensing. 14, 6, 18 p., 1342.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)25 Downloads (Pure) -
A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data
Upadhyay, P., Czerkawski, M., Davison, C., Cardona, J., Macdonald, M., Andonovic, I., Michie, C., Atkinson, R., Papadopoulou, N., Nikas, K. & Tachtatzis, C., 24 Feb 2022, In: Remote Sensing. 14, 5, 20 p., 1120.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)64 Downloads (Pure) -
2021
CYBELE: A Hybrid Architecture of HPC and Big Data for AI Applications in Agriculture
Zhou, N., Zhong, L., Hoppe, D., Pejak, B., Marko, O., Cardona, J., Czerkawski, M., Andonovic, I., Michie, C., Tachtatzis, C., Alexakis, E., Mavrepis, P., Kyriazis, D. & Pospieszny, M., 17 Dec 2021, HPC, Big Data, AI Convergence Towards Exascale: Challenge and Vision. Terzo, O. & Martinovic, J. (eds.).Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile49 Downloads (Pure) -
Neural weight step video compression
Czerkawski, M., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Clemente, C. & Tachtatzis, C., 13 Dec 2021. 8 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile15 Downloads (Pure) -
Keynote speech 2: data-driven machine learning precision livestock farming technologies and applications
Davison, C., Hamilton, A., Tachtatzis, C., Michie, C. & Andonovic, I., 5 Dec 2021. 1 p.Research output: Contribution to conference › Keynote
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Developmental differences in the prospective organisation of goal-directed movement between children with autism and typically developing children: a smart tablet serious game study
Chua, Y. W., Lu, S-C., Anzulewicz, A., Sobota, K., Tachtatzis, C., Andonovic, I., Rowe, P. & Delafield-Butt, J., 20 Nov 2021, (E-pub ahead of print) In: Developmental Science. 19 p., e13195.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)10 Downloads (Pure) -
Effect of oscillatory flow conditions on crystalliser fouling investigated through non-invasive imaging
Sheridan, R., Cardona, J., Tachtatzis, C., Chen, Y-C., Cleary, A., Briggs, N. E. B., Florence, A., Atkinson, R., Michie, C., Andonovic, I. & Sefcik, J., 11 Oct 2021, (E-pub ahead of print) In: Chemical Engineering Science . 117188.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)7 Downloads (Pure) -
Neural knitworks: patched neural implicit representation networks
Czerkawski, M., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Clemente, C. & Tachtatzis, C., 29 Sept 2021, Ithaca, N.Y., 11 p.Research output: Working paper › Working Paper/Preprint
Open AccessFile48 Downloads (Pure) -
A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification
Stamoulakatos, A., Cardona, J., Michie, C., Andonovic, I., Lazaridis, P., Bellekens, X., Atkinson, R., Hossain, M. M. & Tachtatzis, C., 23 Sept 2021. 10 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile243 Downloads (Pure) -
Non-invasive diver respiration rate monitoring in hyperbaric lifeboat environments using short-range radar
Czerkawski, M., Stewart, F., Ilioudis, C., Michie, C., Andonovic, I., Atkinson, R., Coull, M., Sandilands, D., Kerr, G., Clemente, C. & Tachtatzis, C., 23 Sept 2021. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile17 Downloads (Pure) -
A novel micro-doppler coherence loss for deep learning radar applications
Czerkawski, M., Ilioudis, C., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 20 Sept 2021, (Accepted/In press). 4 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile15 Downloads (Pure) -
Multidimensional particle characterisation from in-situ imaging using deep learning and transfer learning
Boyle, C., Ferreira, C., Chen, Y-C., Tachtatzis, C., Andonovic, I., Brown, C., Sefcik, J. & Cardona, J., 30 Aug 2021. 1 p.Research output: Contribution to conference › Poster
Open AccessFile60 Downloads (Pure) -
Predicting feed intake using modelling based on feeding behaviour in finishing beef steers
Davison, C., Bowen, J. M., Michie, C., Rooke, J. A., Jonsson, N., Andonovic, I., Tachtatzis, C., Gilroy, M. & Duthie, C-A., 31 Jul 2021, In: Animal. 15, 7, 7 p., 100231.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)36 Downloads (Pure) -
Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks
Pavlovic, D., Davison, C., Hamilton, A., Marko, O., Atkinson, R., Michie, C., Crnojević, V., Andonovic, I., Bellekens, X. & Tachtatzis, C., 12 Jun 2021, In: Sensors. 21, 12, 18 p., 4050.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)47 Downloads (Pure) -
Interference motion removal for Doppler radar vital sign detection using variational encoder-decoder neural network
Czerkawski, M., Ilioudis, C., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 14 May 2021, 2021 IEEE Radar Conference (RadarConf21). New York, NY.: IEEE, p. 1-6 6 p. (IEEE National Radar Conference - Proceedings; vol. 2021-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile1 Citation (Scopus)122 Downloads (Pure) -
A prospective perception-action strategy in children with autism during smart-tablet gameplay
Lu, S-C., Lee, D., Anzulewicz, A., Sobota, K., Rowe, P., Tachtatzis, C., Andonovic, I. & Delafield-Butt, J., 3 May 2021, p. 1.Research output: Contribution to conference › Poster › peer-review
Open AccessFile29 Downloads (Pure) -
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
Chua, Y. W., Ginnell, L., Ledsham, V., Tachtatzis, C., Andonovic, I., Boardman, J. P., Rowe, P., Fletcher-Watson, S. & Delafield-Butt, J., 3 May 2021. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile16 Downloads (Pure) -
Developing a Siamese network for intrusion detection systems
Hindy, H., Tachtatzis, C., Atkinson, R., Bayne, E. & Bellekens, X., 22 Mar 2021, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
Open AccessFile15 Downloads (Pure) -
Utilising flow aggregation to classify benign imitating attacks
Hindy, H., Atkinson, R., Tachtatzis, C., Bayne, E., Bureš, M. & Bellekens, X., 4 Mar 2021, In: Sensors. 21, 5, 17 p., 1761.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)8 Downloads (Pure) -
A review of techniques for RSS-based radiometric partial discharge localization
Upton, D. W., Mistry, K. K., Mather, P. J., Zaharis, Z. D., Atkinson, R. C., Tachtatzis, C. & Lazaridis, P. I., 29 Jan 2021, In: Sensors. 21, 3, 21 p., 909.Research output: Contribution to journal › Review article › peer-review
Open AccessFile5 Citations (Scopus)29 Downloads (Pure) -
Machine learning based IoT Intrusion Detection System: an MQTT case study (MQTT-IoT-IDS2020 Dataset)
Hindy, H., Bayne, E., Bures, M., Atkinson, R., Tachtatzis, C. & Bellekens, X., 5 Jan 2021, Selected Papers from the 12th International Networking Conference, INC 2020. Ghita, B. & Shiaeles, S. (eds.). Cham, Switzerland: Springer, p. 73-84 12 p. (Lecture Notes in Networks and Systems, LNNS; vol. 180).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile31 Citations (Scopus)80 Downloads (Pure) -
2020
Composite laminate delamination detection using transient thermal conduction profiles and machine learning based data analysis
Gillespie, D. I., Hamilton, A. W., Atkinson, R. C., Bellekens, X., Michie, C., Andonovic, I. & Tachtatzis, C., 17 Dec 2020, In: Sensors. 20, 24, 19 p., 7227.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)9 Downloads (Pure) -
A review of cyber-ranges and test-beds: current and future trends
Ukwandu, E., Ben Farah, M. A., Hindy, H., Brosset, D., Kavallieros, D., Atkinson, R., Tachtatzis, C., Bureš, M., Andonovic, I. & Bellekens, X., 13 Dec 2020, In: Sensors. 20, 24, 36 p., 7148.Research output: Contribution to journal › Article › peer-review
Open AccessFile35 Citations (Scopus)37 Downloads (Pure) -
Classification of cattle behaviour using convolutional neural networks
Pavlovic, D., Tachtatzis, C., Hamilton, A., Marko, O., Atkinson, R., Davison, C., Michie, C., Crnojevic, V. & Andonovic, I., 4 Dec 2020. 1 p.Research output: Contribution to conference › Abstract › peer-review
Open AccessFile115 Downloads (Pure) -
Identifying defects in aerospace composite sandwich panels using high-definition distributed optical fibre sensors
Mills, J. A., Hamilton, A. W., Gillespie, D. I., Andonovic, I., Michie, C., Burnham, K. & Tachtatzis, C., 25 Nov 2020, In: Sensors. 20, 23, 13 p., 6746.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)17 Downloads (Pure) -
Defect detection in aerospace sandwich composite panels using conductive thermography and contact sensors
Gillespie, D. I., Hamilton, A. W., Atkinson, R. C., Bellekens, X., Michie, C., Andonovic, I. & Tachtatzis, C., 23 Nov 2020, In: Sensors. 20, 22, 13 p., 6689.Research output: Contribution to journal › Letter › peer-review
Open AccessFile4 Citations (Scopus)33 Downloads (Pure) -
Quantification of particle size and concentration using in-line techniques and multivariate analysis
Ferreira, C., Cardona, J., Agimelen, O., Tachtatzis, C., Andonovic, I., Sefcik, J. & Chen, Y-C., 31 Oct 2020, In: Powder Technology. 376, p. 1-11 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)15 Downloads (Pure) -
Utilising deep learning techniques for effective zero-day attack detection
Hindy, H., Atkinson, R., Tachtatzis, C., Colin, J-N., Bayne, E. & Bellekens, X., 14 Oct 2020, In: Electronics. 9, 10, 16 p., 1684.Research output: Contribution to journal › Article › peer-review
Open AccessFile45 Citations (Scopus)8 Downloads (Pure) -
Interoperability and integration testing methods for IoT systems: a systematic mapping study
Bureš, M., Klima, M., Rechtberger, V., Bellekens, X., Tachtatzis, C., Atkinson, R. & Ahmed, B. S., 18 Sept 2020, International Conference on Software Engineering and Formal Methods: SEFM 2020: Software Engineering and Formal Methods. de Boer, F. & Cerone, A. (eds.). Cham, Switzerland: Springer, p. 93-112 20 p. (Lecture Notes in computer Science; vol. 12310).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile10 Citations (Scopus)2 Downloads (Pure) -
The Internet of Things enhancing animal welfare and farm operational efficiency
Michie, C., Andonovic, I., Davison, C., Hamilton, A., Tachtatzis, C., Jonsson, N., Duthie, C-A., Bowen, J. & Gilroy, M., 31 Aug 2020, In: Journal of Dairy Research. 87, S1, p. 20-27 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Citations (Scopus)12 Downloads (Pure) -
Gated pipelined folding ADC based low power sensor for large-scale radiometric partial discharge monitoring
Upton, D. W., Haigh, R. P., Mather, P. J., Lazaridis, P. I., Mistry, K., Zaharis, Z. D., Tachtatzis, C. & Atkinson, R. C., 15 Jul 2020, In: IEEE Sensors Journal. 20, 14, p. 7826-7836 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)18 Downloads (Pure)