Artificial Intelligence group
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Latest research outputs
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3D CBIR with sparse coding for image-guided neurosurgery
Qian, Y., Hui, R. and Gao, X. 2013. 3D CBIR with sparse coding for image-guided neurosurgery. Signal Processing. 93 (6), pp. 1673-1683. https://doi.org/10.1016/j.sigpro.2012.10.020Article
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data
Li, J., Wu, Y., Fong, S., Tallon-Ballesteros, A., Yang, X., Mohammed, S. and Wu, F. 2022. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data. Journal of Supercomputing. 78, p. 7428–7463. https://doi.org/10.1007/s11227-021-04177-6Article
A brain-inspired cognitive system that mimics the dynamics of human thought
Ji, Y., Gamez, D. and Huyck, C. 2018. A brain-inspired cognitive system that mimics the dynamics of human thought. AI-2018 Thirty-eighth SGAI International Conference on Artificial Intelligence. Cambridge, UK 11 - 13 Dec 2018 Springer. pp. 50-62 https://doi.org/10.1007/978-3-030-04191-5_4Conference paper
Accelerating material discovery for CdTe solar cells using knowledge intense word embeddings
Liu, X., Barth, K., Windridge, D. and Xu, K. 2024. Accelerating material discovery for CdTe solar cells using knowledge intense word embeddings. 52nd Photovoltaic Specialist Conference. Seattle, WA, USA 09 - 14 Jun 2024 IEEE. pp. 0281-0283 https://doi.org/10.1109/pvsc57443.2024.10749288Conference paper
Accessibility for all and tacit knowledge requirements of systems at work.
Adams, R. and Whitney, G. 2003. Accessibility for all and tacit knowledge requirements of systems at work. CEN / CENELEC / ETSI Conference on Accessibility for All. Nice 27 - 28 Mar 2003Conference paper
Accessibility, usability and fit for purpose: a framework for evaluating information delivery.
Keith, S., Whitney, G. and Wong, B. 2006. Accessibility, usability and fit for purpose: a framework for evaluating information delivery. in: Bust, P. (ed.) Contemporary ergonomics 2006. Taylor and Francis.Book chapter
Accurate Sybil attack detection based on fine-grained physical channel information
Wang, C., Zhu, L., Gong, L., Zhao, Z., Yang, L., Liu, Z. and Cheng, X. 2018. Accurate Sybil attack detection based on fine-grained physical channel information. Sensors. 18 (3). https://doi.org/10.3390/s18030878Article
A comparative review of approaches to prevent premature convergence in GA
Pandey, H., Chaudhary, A. and Mehrotra, D. 2014. A comparative review of approaches to prevent premature convergence in GA. Applied Soft Computing. 24, pp. 1047-1077. https://doi.org/10.1016/j.asoc.2014.08.025Article
A comparison of simple agents implemented in simulated neurons
Huyck, C., Evans, C. and Mitchell, I. 2015. A comparison of simple agents implemented in simulated neurons. Biologically Inspired Cognitive Architectures. 12, pp. 9-19. https://doi.org/10.1016/j.bica.2015.03.001Article
A comprehensive classification of deep learning libraries
Pandey, H. and Windridge, D. 2019. A comprehensive classification of deep learning libraries. Yang, X.S., Sherratt, S., Dey, N. and Joshi, A. (ed.) 3rd International Congress on Information and Communication Technology. London, UK 27 - 28 Feb 2018 Singapore Springer. pp. 427-435 https://doi.org/10.1007/978-981-13-1165-9_40Conference paper
A connectionist inference model for pattern-directed knowledge representation
Mitchell, I. and Bavan, A. 2000. A connectionist inference model for pattern-directed knowledge representation. Expert Systems. 17 (2), pp. 106-113.Article
A cooperative particle swarm optimizer with statistical variable interdependence learning
Sun, L., Yoshida, S., Cheng, X. and Liang, Y. 2012. A cooperative particle swarm optimizer with statistical variable interdependence learning. Information Sciences. 186 (1), pp. 20-39. https://doi.org/10.1016/j.ins.2011.09.033Article
Acting irrationally to improve performance in stochastic worlds
Belavkin, R. 2005. Acting irrationally to improve performance in stochastic worlds. Bramer, M., Coenen, F. and Allen, T. (ed.) 25th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence. Cambridge, UK 2005 Springer. pp. 305-316 https://doi.org/10.1007/978-1-84628-226-3_23Conference paper
Active ageing through universal design.
Whitney, G. and Keith, S. 2006. Active ageing through universal design. Gerontechnology. 5 (3).Article
Addressing challenges in healthcare big data analytics
Tirunagari, S., Mohan, S., Windridge, D. and Balla, Y. 2023. Addressing challenges in healthcare big data analytics. 16th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2023). Hyderabad, India 21 2023 - 22 Jul 2024 Springer. https://doi.org/10.1007/978-3-031-36402-0_70Conference paper
A distributed anomaly detection system for in-vehicle network using HTM
Wang, C., Zhao, Z., Gong, L., Zhu, L., Liu, Z. and Cheng, X. 2018. A distributed anomaly detection system for in-vehicle network using HTM. IEEE Access. 6, pp. 9091-9098. https://doi.org/10.1109/ACCESS.2018.2799210Article
Advanced Hough transform using a multilayer fractional Fourier method
Shi, D., Zheng, L. and Liu, J. 2010. Advanced Hough transform using a multilayer fractional Fourier method. IEEE Transactions on Image Processing. 19 (6), pp. 1558-1566. https://doi.org/10.1109/TIP.2010.2042102Article
Advanced Radon transform using generalized interpolated Fourier method for straight line detection
Zheng, L. and Shi, D. 2011. Advanced Radon transform using generalized interpolated Fourier method for straight line detection. Computer Vision and Image Understanding. 115 (2), pp. 152-160. https://doi.org/10.1016/j.cviu.2010.11.009Article
Advances in new technologies, interactive interfaces and communicability
Cipolla Ficarra, F., Veltman, K., Verber, D., Cipolla-Ficarra, M. and Kammueller, F. (ed.) 2012. Advances in new technologies, interactive interfaces and communicability. Springer Verlag.Book
Advancing ambient assisted living with caution
Huyck, C., Augusto, J., Gao, X. and Botia, J. 2015. Advancing ambient assisted living with caution. in: Helfert, M., Holzinger, A., Ziefle, M., Fred, A., O'Donoghue, J. and Röcker, C. (ed.) Information and Communication Technologies for Ageing Well and e-Health: First International Conference, ICT4AgeingWell 2015, Lisbon, Portugal, May 20-22, 2015. Revised Selected Papers Springer.Book chapter
Advancing evolutionary coordination for fixed-wing communications UAVs
Giagkos, A., Tuci, E. and Wilson, M. 2015. Advancing evolutionary coordination for fixed-wing communications UAVs. Conference Towards Autonomous Robotic Systems. 9287, pp. 124-135. https://doi.org/10.1007/978-3-319-22416-9_14Article
A fast approach to segmentation of PET brain images for extraction of features
Gao, X. and Clark, J. 2008. A fast approach to segmentation of PET brain images for extraction of features. Gao, X., Loomes, M., Comley, R., Muller, H. and Luo, S. (ed.) International Conference on Medical Imaging and Informatics (MIMI 2007). Beijing, China 14 - 16 Aug 2007 Berlin, Heidelberg Springer. https://doi.org/10.1007/978-3-540-79490-5_25Conference paper
A formal analysis of requirements-based testing
Pecheur, C., Raimondi, F. and Brat, G. 2009. A formal analysis of requirements-based testing. in: Rothermel, G. and Dillon, L. (ed.) Proceedings of the Eighteenth International Symposium on Software Testing and Analysis Association for Computing Machinery (ACM). pp. 47-56Book chapter
A framework for digital investigations: a case study using BPB modifications
Mitchell, I. 2011. A framework for digital investigations: a case study using BPB modifications. 6th International Annual Workshop on Digital Forensics and Incident Analysis (WDFIA 2011). Kingston University, London Jul 2011Conference paper
A framework for evaluating barriers to accessibility, usability and fit for purpose.
Keith, S., Whitney, G. and Wong, B. 2006. A framework for evaluating barriers to accessibility, usability and fit for purpose. in: Bust, P. (ed.) Contemporary ergonomics 2006. London Taylor and Francis.Book chapter
A framework for reasoning on component composition
Henrio, L., Kammueller, F. and Khan, M. 2010. A framework for reasoning on component composition. Lecture Notes in Computer Science. 6286, pp. 1-20. https://doi.org/10.1007/978-3-642-17071-3_1Article
A generalized evolutionary metaheuristic (GEM) algorithm for engineering optimization
Yang, X. 2024. A generalized evolutionary metaheuristic (GEM) algorithm for engineering optimization. Cogent Engineering. 11 (1). https://doi.org/10.1080/23311916.2024.2364041Article
A genetic deep learning model for electrophysiological soft robotics
Pandey, H. and Windridge, D. 2021. A genetic deep learning model for electrophysiological soft robotics. Balas, V., Jain, L., Balas, M. and Shahbazova, S. (ed.) 8th International Workshop on Soft Computing Applications. Arad, Romania 13 - 15 Sep 2018 Cham Springer. https://doi.org/10.1007/978-3-030-51992-6_12Conference paper
Agent design method for enhancing accessibility.
Cook, J., Huyck, C. and Whitney, G. 2004. Agent design method for enhancing accessibility. in: McLoughlin, C. and Cantoni, L. (ed.) ED-MEDIA 2004: world conference on educational multimedia, hypermedia and telecommunications: proceedings of ED-MEDIA 2004. Association for the Advancement of Computing in Education.Book chapter
A latent diffusion approach to visual attribution in medical imaging
Siddiqui, A.A., Tirunagari, S., Zia, T. and Windridge, D. 2025. A latent diffusion approach to visual attribution in medical imaging. Scientific Reports. 15 (1). https://doi.org/10.1038/s41598-024-81646-xArticle
Algorithms for efficient symbolic detection of faults in context-aware applications.
Sama, M., Raimondi, F., Rosenblum, D. and Emmerich, W. 2008. Algorithms for efficient symbolic detection of faults in context-aware applications. in: Automated Software Engineering - Workshops, 2008. ASE Workshops 2008. 23rd IEEE/ACM International Conference. Institute of Electrical and Electronics Engineers. pp. 1-8Book chapter
A locally nameless theory of objects
Henrio, L., Kammueller, F., Lutz, B. and Sudhof, H. 2010. A locally nameless theory of objects. SAFA Annual Workshop on Formal Techniques (SAFA’2010). 2229 Route des Crêtes, 06560, Valbonne, Provence-Alpes-Côte d'Azur, FranceConference paper
A method of vessel tracking for vessel diameter measurement on retinal images
Gao, X., Bharath, A., Stanton, A., Hughes, A., Chapman, N. and Thom, S. 2001. A method of vessel tracking for vessel diameter measurement on retinal images. 2001 International Conference on Image Processing. Thessaloniki, Greece 07 - 10 Oct 2001 IEEE.Conference paper
A model of probability matching in a two-choice task based on stochastic control of learning in neural cell-assemblies.
Belavkin, R. and Huyck, C. 2009. A model of probability matching in a two-choice task based on stochastic control of learning in neural cell-assemblies. 9th International conference on cognitive modelling {ICCM 2009]. University of Manchester 24 - 26 Jul 2009Conference paper
A model to design and verify context-aware adaptive service composition.
Cubo, J., Sama, M., Raimondi, F. and Rosenblum, D. 2009. A model to design and verify context-aware adaptive service composition. 6th IEEE International Conference on Services Computing (SCC 2009). Bangalore 21 - 25 Sep 2009Conference paper
An active vision approach to the road following problem
Narayan, A., Labrosse, F. and Tuci, E. 2015. An active vision approach to the road following problem. 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Hamburg, Germany 28 Sep - 02 Oct 2015 pp. 4650-4655 https://doi.org/10.1109/IROS.2015.7354039Conference paper
Analysis and optimization of probabilities of beneficial mutation and crossover recombination in a hamming space
Belavkin, R. 2025. Analysis and optimization of probabilities of beneficial mutation and crossover recombination in a hamming space. Annals of Mathematics and Artificial Intelligence. https://doi.org/10.1007/s10472-025-09987-5Article
Analysis & design of data farming algorithm for cardiac patient data
Shahnawaz, M., Saxena, K. and Pandey, H. 2018. Analysis & design of data farming algorithm for cardiac patient data. 2018 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence). India 11 - 12 Jan 2018 Institute of Electrical and Electronics Engineers (IEEE). pp. 114-118 https://doi.org/10.1109/CONFLUENCE.2018.8442527Conference paper
An argument-based approach to reasoning with clinical knowledge
Gorogiannis, N., Hunter, A. and Williams, M. 2009. An argument-based approach to reasoning with clinical knowledge. International Journal of Approximate Reasoning: Uncertainty in Intelligent Systems. 51 (1), pp. 1-22. https://doi.org/10.1016/j.ijar.2009.06.015Article
An asynchronous distributed component model and its semantics
Henrio, L., Kammueller, F. and Rivera, M. 2009. An asynchronous distributed component model and its semantics. Lecture Notes in Computer Science. 5751, pp. 159-179. https://doi.org/10.1007/978-3-642-04167-9_9Article
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