Research output per year
Research output per year
- 34 results
Search results
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2025
Usability, acceptance, and the role of realism in virtual humans for breathing exercise training
Dar, S., Ekart, A. & Bernardet, U., 9 Jan 2025, In: Scientific Reports. 15, 15 p., 1536.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2024
Phylogeny-aware linear B-cell epitope predictor detects targets associated with immune response to orthopoxviruses
Campelo, F., de Oliveira, A. L. G., Reis-Cunha, J., Fraga, V. G., Bastos, P. H., Ashford, J., Ekárt, A., Adelino, T. E. R., Silva, M. V. F., de Melo Iani, F. C., de Jesus, A. C. P., Bartholomeu, D. C., de Souza Trindade, G., Fujiwara, R. T., Bueno, L. L. & Lobo, F. P., Nov 2024, In: Briefings in Bioinformatics. 25, 6, 12 p., bbae527.Research output: Contribution to journal › Article › peer-review
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2023
The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI
Powers, S. T., Linnyk, O., Guckert, M., Hannig, J., Pitt, J., Urquhart, N., Ekárt, A., Gumpfer, N., Han, T. A., Lewis, P. R., Marsh, S. & Weber, T., 31 Dec 2023, In: IEEE Technology and Society Magazine. 42, 4, p. 95-106 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2022
Axial Generation: Mixing Colour and Shapes to Automatically Form Diverse Digital Sculptures
Easton, E., Ekárt, A. & Bernardet, U., Nov 2022, In: SN Computer Science. 3, 6, 17 p., 505.Research output: Contribution to journal › Article › peer-review
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Fruit quality and defect image classification with conditional GAN data augmentation
Bird, J. J., Barnes, C. M., Manso, L. J., Ekárt, A. & Faria, D. R., 5 Feb 2022, In: Scientia Horticulturae. 293, 110684.Research output: Contribution to journal › Article › peer-review
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The Use of Retinal Microvascular Function and Telomere Length in Age and Blood Pressure Prediction in Individuals with Low Cardiovascular Risk
Shokr, H., Lush, V., Dias, I. H., Ekárt, A., De Moraes, G. & Gherghel, D., Oct 2022, In: Cells. 11, 19, 15 p., 3037.Research output: Contribution to journal › Article › peer-review
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2021
A study on CNN image classification of EEG Signals represented in 2D and 3D
Bird, J. J., Faria, D. R., Manso, L. J., Ayrosa, P. P. D. S. & Ekart, A., Apr 2021, In: Journal of Neural Engineering. 18, 2, 026005.Research output: Contribution to journal › Article › peer-review
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Behavioural Plasticity Can Help Evolving Agents in Dynamic Environments but at the Cost of Volatility
Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., Dec 2021, In: ACM Transactions on Autonomous and Adaptive Systems. 15, 4, p. 1-26 26 p., 11.Research output: Contribution to journal › Article › peer-review
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Chatbot Interaction with Artificial Intelligence: human data augmentation with T5 and language transformer ensemble for text classification
Bird, J. J., Ekárt, A. & Faria, D. R., 23 Aug 2021, (E-pub ahead of print) In: Journal of Ambient Intelligence and Humanized Computing.Research output: Contribution to journal › Article › peer-review
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Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG
Bird, J. J., Kobylarz, J., Faria, D. R., Ekart, A. & Ribeiro, E. P., Jan 2021, In: IEEE Access. 8, p. 54789-54801 13 p., 9027853.Research output: Contribution to journal › Article › peer-review
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Synthetic Biological Signals Machine-generated by GPT-2 improve the Classification of EEG and EMG through Data Augmentation
Bird, J. J., Pritchard, M., Fratini, A., Ekart, A. & Faria, D., 1 Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 3498-3504 7 p., 9345373.Research output: Contribution to journal › Article › peer-review
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2020
Beyond goal-rationality: Traditional action can reduce volatility in socially situated agents
Barnes, C. M., Ekárt, A. & Lewis, P. R., 1 Dec 2020, In: Future Generation Computer Systems. 113, p. 579-596 18 p.Research output: Contribution to journal › Article › peer-review
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British Sign Language Recognition via Late Fusion of Computer Vision and Leap Motion with Transfer Learning to American Sign Language
Bird, J. J., Ekárt, A. & Faria, D. R., 9 Sept 2020, In: Sensors. 20, 18, 19 p., 5151.Research output: Contribution to journal › Article › peer-review
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Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach
Bird, J. J., Barnes, C. M., Premebida, C., Ekárt, A., Faria, D. R. & Hatzikirou, H. (Editor), Oct 2020, In: PLoS ONE. 15, 10, e0241332.Research output: Contribution to journal › Article › peer-review
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On the effects of pseudorandom and quantum-random number generators in soft computing
Bird, J., Ekárt, A. & Faria, D., Jun 2020, In: Soft computing. 24, p. 9243–9256 14 p.Research output: Contribution to journal › Article › peer-review
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Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms
Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 1 Sept 2020, In: Expert Systems with Applications. 153, 113402.Research output: Contribution to journal › Article › peer-review
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Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning
Kobylarz, J., Bird, J. J., Faria, D. R., Ribeiro, E. P. & Ekárt, A., Dec 2020, In: Journal of Ambient Intelligence and Humanized Computing. 11, 12, p. 6021-6031 11 p.Research output: Contribution to journal › Article › peer-review
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2019
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction
Bird, J., Faria, D., Manso, L. J., Ekárt, A. & Buckingham, C. D., 13 Mar 2019, In: Complexity. 2019, 14 p., 4316548.Research output: Contribution to journal › Article › peer-review
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2018
Modelling enduring institutions: The complementarity of evolutionary and agent-based approaches
Powers, S. T., Ekárt, A. & Lewis, P., 1 Dec 2018, In: Cognitive Systems Research. 52, p. 67-81Research output: Contribution to journal › Article › peer-review
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2017
An architecture for the autonomic curation of crowdsourced knowledge
Patelli, A., Lewis, P. R., Ekárt, A., Wang, H., Nabney, I. T., Bennett, D., Lucas, R. & Cole, A., 1 Sept 2017, In: Cluster Computing. 20, 3, p. 2031–2046 16 p.Research output: Contribution to journal › Article › peer-review
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2016
Ageing effect on flicker-induced diameter changes in retinal microvessels of healthy individuals
Seshadri, S., Ekart, A. & Gherghel, D., Feb 2016, In: Acta Ophthalmologica. 94, 1, p. e35-e42Research output: Contribution to journal › Article › peer-review
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2015
Advanced predictive-analysis-based decision support for collaborative logistics networks
Ilie-Zudor, E., Ekárt, A., Kemény, Z., Buckingham, C., Welch, P. & Monostori, L., 8 Jun 2015, In: Supply Chain Management. 20, 4, p. 369-388 10 p.Research output: Contribution to journal › Article › peer-review
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Evolving ambiguous images
Machado, P., Vinhas, A., Correia, J. & Ekárt, A., 7 Oct 2015, AI Matters, 2, 1, p. 7-8 2 p.Research output: Contribution to specialist publication or newspaper › Article
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Systemic circulatory influences on retinal microvascular function in middle-age individuals with low to moderate cardiovascular risk
Seshadri, S., Mroczkowska, S., Qin, L., Patel, S., Ekárt, A. & Gherghel, D., Jun 2015, In: Acta Ophthalmologica. 93, 4, p. e266-e274 9 p.Research output: Contribution to journal › Article › peer-review
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2014
A solution for information management in logistics operations of modern manufacturing chains
Ilie-Zudor, E., Kemény, Z., Ekárt, A., Buckingham, C. D. & Monostori, L., 2014, In: Procedia CIRP. 25, p. 337-344 8 p.Research output: Contribution to journal › Article › peer-review
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Emergence in genetic programming: let's exploit it!
Ekárt, A., 1 Mar 2014, In: Genetic Programming and Evolvable Machines. 15, 1, p. 83-85 3 p.Research output: Contribution to journal › Article › peer-review
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Patients with early age-related macular degeneration exhibit signs of macro- and micro-vascular disease and abnormal blood glutathione levels
Qin, L., Mroczkowska, S. A., Ekart, A., Patel, S. R., Gibson, J. M. & Gherghel, D., 31 Jan 2014, In: Graefe's Archive for Clinical and Experimental Ophthalmology. 252, 1, p. 23-30 8 p.Research output: Contribution to journal › Article › peer-review
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2012
Coexistence of macro- and micro-vascular abnormalities in newly diagnosed normal tension glaucoma patients
Mroczkowska, S., Ekárt, A., Sung, V., Negi, A., Qin, L., Patel, S., Jacob, S., Atkins, C., Benavente-Pérez, A. & Gherghel, D., Nov 2012, In: Acta Ophthalmologica Scandinavica. 90, 7, p. e553-e559 7 p., Acta-12-01-0065.Research output: Contribution to journal › Article › peer-review
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Genetic algorithms for discovery of matrix multiplication methods
Joó, A. M., Ekárt, A. & Neirotti, J. P., Oct 2012, In: IEEE Transactions on Evolutionary Computation. 16, 5, p. 749-751 3 p., 6151102.Research output: Contribution to journal › Article
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Modelling the underlying principles of human aesthetic preference in evolutionary art
Ekárt, A., Joó, A., Sharma, D. & Chalakov, S., Jun 2012, In: Journal of Mathematics and the Arts. 6, 2-3, p. 107-124 18 p.Research output: Contribution to journal › Article › peer-review
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2010
Hierarchical case-based reasoning to support knitwear design
Richards, P. & Ekárt, A., 2010, In: Cirp Journal of Manufacturing Science and Technology. 2, 4, p. 299-309 11 p.Research output: Contribution to journal › Article › peer-review
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2007
Using genetic algorithms in computer vision: registering images to 3D surface model
Jankó, Z., Chetverikov, D. & Ekárt, A., 1 Jan 2007, In: University of Szeged. Acta Cybernetica. 18, 2, p. 193-212 20 p.Research output: Contribution to journal › Article › peer-review
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2005
Stability analysis of tree structured decision functions
Ekárt, A. & Németh, S. Z., 1 Feb 2005, In: European Journal of Operational Research. 160, 3, p. 676-695 20 p.Research output: Contribution to journal › Article › peer-review
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2003
Using genetic programming and decision trees for generating structural descriptions of four bar mechanisms
Ekárt, A. & Márkus, A., Aug 2003, In: Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 17, 3, p. 205-220 16 p.Research output: Contribution to journal › Article › peer-review