Research output per year
Research output per year
- 200 - 250 out of 1,914 results
Search results
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2022
Multi-Task Dynamical Systems
Bird, A., Williams, C. K. I. & Hawthorne, C., 1 Aug 2022, In: Journal of Machine Learning Research. 23, 52 p., 230.Research output: Contribution to journal › Article › peer-review
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Prediction of hospital-onset COVID-19 infections using dynamic networks of patient contact: an international retrospective cohort study
Myall, A., Price, J. R., Peach, R. L., Abbas, M., Mookerjee, S., Zhu, N., Ahmad, I., Ming, D., Ramzan, F., Teixeira, D., Graf, C., Weiße, A. Y., Harbarth, S., Holmes, A. & Barahona, M., 1 Aug 2022, In: The Lancet Digital Health. 4, 8, p. e573-e583 11 p.Research output: Contribution to journal › Article › peer-review
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Internet of Things for beyond-the-laboratory prosthetics research
Wu, H., Dyson, M. & Nazarpour, K., 25 Jul 2022, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 380, 2228, 13 p.Research output: Contribution to journal › Article › peer-review
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Spatio-temporal feature extraction in sensory electroneurographic signals
Silveira, C., Khushaba, R. N., Brunton, E. & Nazarpour, K., 25 Jul 2022, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 380, 2228, p. 1-17 17 p.Research output: Contribution to journal › Article › peer-review
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Generative flow networks for discrete probabilistic modeling
Zhang, D., Malkin, N., Liu, Z., Volokhova, A., Courville, A. & Bengio, Y., 23 Jul 2022, Proceedings of the 39th International Conference on Machine Learning. PMLR, Vol. 162. p. 26412-26428 17 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Generating Immune-aware SARS-CoV-2 Spike Proteins for Universal Vaccine Design
Phillips, D., Gasser, H-C., Kamp, S., Pałkowski, A., Rabalski, L., Oyarzún, D. A., Rajan, A. & Alfaro, J. A., 22 Jul 2022, Proceedings of the 1st Workshop on Healthcare AI and COVID-19, ICML 2022. Xu, P., Zhu, T., Zhu, P., Clifton, D. A., Belgrave, D. & Zhang, Y. (eds.). PMLR, Vol. 184. p. 100-116 17 p. (Proceedings of Machine Learning Research; vol. 184).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Does trans-radial longitudinal compression influence myoelectric control?
Olsen, J., Day, S., Dupan, S., Nazarpour, K. & Dyson, M., 20 Jul 2022, In: Canadian Prosthetics & Orthotics Journal. 5, 2, 12 p.Research output: Contribution to journal › Article › peer-review
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Inference and Uncertainty Quantification of Stochastic Gene Expression via Synthetic Models
Öcal, K., Gutmann, M. U., Sanguinetti, G. & Grima, R., 13 Jul 2022, In: Journal of the Royal Society. Interface. 19, 192, 10 p., 20220153.Research output: Contribution to journal › Article › peer-review
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Accuracy of Automated Computer-Aided Diagnosis for Stroke Imaging: A Critical Evaluation of Current Evidence
Wardlaw, J. M., Mair, G., Von Kummer, R., Williams, M. C., Li, W., Storkey, A. J., Trucco, E., Liebeskind, D. S., Farrall, A., Bath, P. M. & White, P., 1 Jul 2022, In: Stroke. 53, 7, p. 2393-2403Research output: Contribution to journal › Article › peer-review
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Option Transfer and SMDP Abstraction with Successor Features
Han, D. & Tschiatschek, S., 1 Jul 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI-22. Raedt, L. D. (ed.). International Joint Conferences on Artificial Intelligence Organization, p. 3036-3042 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Prediction of depression symptoms in individual subjects with face and eye movement tracking
Stolicyn, A., Steele, J. D. & Series, P., 1 Jul 2022, In: Psychological Medicine. 52, 9, p. 1784-1792 9 p.Research output: Contribution to journal › Article › peer-review
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Statistical applications of contrastive learning
Gutmann, M. U., Kleinegesse, S. & Rhodes, B., 1 Jul 2022, In: Behaviormetrika. 49, 2, p. 277-301 25 p.Research output: Contribution to journal › Article › peer-review
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Bayesian Optimisation for Active Monitoring of Air Pollution
Hellan, S. P., Lucas, C. G. & Goddard, N. H., 28 Jun 2022, Proceedings of Thirty-Sixth AAAI Conference on Artificial Intelligence: Vol. 36 No. 11: IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. Palo Alto, California, USA: Association for the Advancement of Artificial Intelligence AAAI, Vol. 36. p. 11908-11916 13 p. (Thirty-Sixth AAAI Conference on Artificial Intelligence; vol. 36, no. 11).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation
Jude, J., Perich, M., Miller, L. & Hennig, M., 28 Jun 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). PMLR, Vol. 162. p. 10462-10475 14 p. (Proceedings of Machine Learning Research; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A proposed theoretical framework for retinal biomarkers
MacCormick, I. J. C., Zhang, B., Hill, D., Cordeiro, M. F. & Small, D. S., 21 Jun 2022, In: Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring. 14, 1, p. e12327Research output: Contribution to journal › Article › peer-review
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Assessing the utility of open-source geo-spatial data for AI-driven estimation of fire spread risk in informal settlements
Panas, D., Seth, S., Watmough, G. & Rush, D., 20 Jun 2022, (Accepted/In press) Proceedings of the 41st EARSeL Symposium. 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Neural System Identification with Spike-triggered Non-negative Matrix Factorization
Jia, S., Yu, Z., Onken, A., Tian, Y., Huang, T. & Liu, J., 16 Jun 2022, In: IEEE Transactions on Cybernetics. 52, 6, p. 4772-4783 12 p.Research output: Contribution to journal › Article › peer-review
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SFARI genes and where to find them; modelling Autism Spectrum Disorder specific gene expression dysregulation with RNA-seq data
Arpi, M. N. T. & Simpson, T. I., 16 Jun 2022, In: Scientific Reports. 12, 1, 15 p., 10158.Research output: Contribution to journal › Article › peer-review
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Creation and evaluation of full-text literature-derived, feature-weighted disease models of genetically determined developmental disorders
Yates, M., Lain, A., Campbell, J., FitzPatrick, D. R. & Simpson, T. I., 7 Jun 2022, In: Database: The Journal of Biological Databases and Curation. 2022, 10 p., baac038.Research output: Contribution to journal › Article › peer-review
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Coherence boosting: When your pretrained language model is not paying enough attention
Malkin, N., Wang, Z. & Jojic, N., 27 May 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics, Vol. 1. p. 8214-8236 23 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Cross-Domain Multitask Model for Head Detection and Facial Attribute Estimation
Bafti, S. M., Chatzidimitriadis, S. & Sirlantzis, K., 20 May 2022, In: IEEE Access. 10, p. 54703-54712 10 p.Research output: Contribution to journal › Article › peer-review
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Using open-source data to construct 20 metre resolution maps of children’s travel time to the nearest health facility
Watmough, G. R., Hagdorn, M., Brumhead, J., Seth, S., Delamónica, E., Haddon, C. & Smith, W. C., 17 May 2022, In: Scientific Data. 9, 1, 217.Research output: Contribution to journal › Article › peer-review
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Movement-specific signaling is differentially distributed across motor cortex layer 5 projection neuron classes
Currie, S., Ammer, J., Premchand, B., Dacre, J., Wu, Y., Eleftheriou, C., Colligan, M., Clarke, T., Mitchell, L., Faisal, A., Hennig, M. H. & Duguid, I., 10 May 2022, (E-pub ahead of print) In: Cell Reports.Research output: Contribution to journal › Article › peer-review
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Multiagent Model-Based Credit Assignment for Continuous Control
Han, D., Lu, C. X., Michalak, T. & Wooldridge, M., 9 May 2022, Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems. ACM Association for Computing Machinery, p. 571–579 9 p. (AAMAS '22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Receptive field estimation in large visual neuron assemblies using a super-resolution approach
Pamplona, D., Hilgen, G., Hennig, M. H., Cessac, B., Sernagor, E. & Kornprobst, P., 1 May 2022, In: Journal of Neurophysiology. 127, 5, p. 1334-1347 14 p.Research output: Contribution to journal › Article › peer-review
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Distinct clinical symptom patterns in patients hospitalised with COVID-19 in an analysis of 59,011 patients in the ISARIC-4C study
ISARIC-4C , Millar, J. E. & Baillie, J. K., 27 Apr 2022, In: Scientific Reports. 12, 1, 6843.Research output: Contribution to journal › Article › peer-review
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Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration
Eastwood, C., Mason, I., Williams, C. K. I. & Schölkopf, B., 25 Apr 2022, Proceedings of the Tenth International Conference on Learning Representations. 37 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Better Training using Weight-Constrained Stochastic Dynamics
Leimkuhler, B., Vlaar, T., Pouchon, T. & Storkey, A., 21 Apr 2022, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 6200-6211 12 p. (Proceedings of Machine Learning Research; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Toward user-centred prosthetics research beyond the laboratory
Jones, H., Webb, L., Dyson, M. & Nazarpour, K., 14 Apr 2022, In: Frontiers in Neuroscience. 16, 11 p., 863833.Research output: Contribution to journal › Article › peer-review
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Prediction of the performance of pre-packed purification columns through machine learning
Jiang, Q., Seth, S., Scharl, T., Schroeder, T., Jungbauer, A. & Dimartino, S., Apr 2022, In: Journal of Separation Science. 45, 8, p. 1445-1457Research output: Contribution to journal › Article › peer-review
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How fast is too fast? Boundaries to the perception of electrical stimulation of peripheral nerves
Dupan, S., McNeill, Z., Sarda, E., Brunton, E. & Nazarpour, K., 28 Mar 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, p. 782-788 7 p.Research output: Contribution to journal › Article › peer-review
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Comparison of rule- and ordinary differential equation-based dynamic model of DARPP-32 signalling network
Wysocka, E. M., Page, M., Snowden, J. & Simpson, T. I., 27 Mar 2022, bioRxiv, 24 p.Research output: Working paper › Preprint
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Census-Independent Population Estimation using Representation Learning
Neal, I., Seth, S., Watmough, G. & Diallo, M. S., 25 Mar 2022, In: Scientific Reports. 12, 5185.Research output: Contribution to journal › Article › peer-review
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Effects of Internal and External Conditions on Strategies of Self-Regulated Learning: A Learning Analytics Study
Srivastava, N., Fan, Y., Rakovic, M., Singh, S., Jovanovic, J., van der Graaf, J., Lim, L., Surendrannair, S., Kilgour, J., Molenaar, I., Bannert, M., Moore, J. & Gasevic, D., 21 Mar 2022, LAK22: 12th International Learning Analytics and Knowledge Conference. New York, NY, USA: Association for Computing Machinery, Inc, p. 392–403 12 p. (LAK22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Using Learner Trace Data to Understand Metacognitive Processes in Writing from Multiple Sources
Rakovic, M., Fan, Y., van der Graaf, J., Singh, S., Kilgour, J., Lim, L., Moore, J., Bannert, M., Molenaar, I. & Gasevic, D., 21 Mar 2022, LAK22: 12th International Learning Analytics and Knowledge Conference. New York, NY, USA: Association for Computing Machinery, Inc, p. 130–141 12 p. (LAK22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Discrete action control for prosthetic digits
Krasoulis, A. & Nazarpour, K., 17 Mar 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, p. 610-620 11 p.Research output: Contribution to journal › Article › peer-review
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How Does Blood-Retinal Barrier Breakdown Relate to Death and Disability in Pediatric Cerebral Malaria?
Maccormick, I. J. C., Barrera, V., Beare, N. A. V., Czanner, G., Potchen, M., Kampondeni, S., Heyderman, R. S., Craig, A. G., Molyneux, M. E., Mallewa, M., White, V. A., Milner, D., Hiscott, P., Taylor, T. E., Seydel, K. B. & Harding, S. P., 15 Mar 2022, In: Journal of Infectious Diseases. 225, 6, p. 1070-1080 11 p.Research output: Contribution to journal › Article › peer-review
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Sensory feedback for upper-limb prostheses: Opportunities and barriers
Jabban, L., Dupan, S., Zhang, D., Ainsworth, B., Nazarpour, K. & Metcalfe, B., 15 Mar 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, p. 738-747 10 p.Research output: Contribution to journal › Article › peer-review
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Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions
Engelmann, J., McTrusty, A. D., MacCormick, I. J. C., Pead, E., Storkey, A. & Bernabeu, M. O., 11 Mar 2022, ArXiv.Research output: Working paper › Preprint
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Stabilisation of Antithetic Control via Molecular Buffering
Hancock, E. & Oyarzún, D. A., 9 Mar 2022, In: Journal of the Royal Society. Interface. 19, 188, 11 p., 20210762.Research output: Contribution to journal › Article › peer-review
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The Impact of Limited Prosthetic Socket Documentation: A Researcher Perspective
Olsen, J., Turner, S., Chadwell, A., Dickinson, A., Ostler, C., Armitage, L., McGregor, A. H., Dupan, S. & Day, S., 7 Mar 2022, In: Frontiers in Rehabilitation Sciences. 3, 6 p., 853414.Research output: Contribution to journal › Article › peer-review
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Explaining daily energy demand in British housing using linked smart meter and socio-technical data in a bottom-up statistical model
McKenna, E., Few, J., Webborn, E., Anderson, B., Elam, S., Shipworth, D., Cooper, A., Pullinger, M. & Oreszczyn, T., 1 Mar 2022, In: Energy and buildings. 258, 21 p., 111845.Research output: Contribution to journal › Article › peer-review
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Graph-based region and boundary aggregation for biomedical image segmentation
Meng, Y., Zhang, H., Zhao, Y., Yang, X., Qiao, Y., Maccormick, I. J. C., Huang, X. & Zheng, Y., 1 Mar 2022, In: IEEE Transactions on Medical Imaging. 41, 3, p. 690-701 12 p.Research output: Contribution to journal › Article › peer-review
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Kernel density estimation based factored relevance model for multi-contextual point-of-interest recommendation
Chakraborty, A., Ganguly, D., Caputo, A. & Jones, G. J. F., 1 Mar 2022, In: Information Retrieval. 25, 1, p. 44-90 47 p.Research output: Contribution to journal › Article › peer-review
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Likelihood-free inference by ratio estimation
Thomas, O., Dutta, R., Corander, J., Kaski, S. & Gutmann, M. U., 1 Mar 2022, In: Bayesian analysis. 17, 1, p. 1-31 31 p.Research output: Contribution to journal › Article › peer-review
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Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring
Pantazis, O., Brostow, G. J., Jones, K. E. & Mac Aodha, O., 28 Feb 2022, Proceedings of 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021 . Institute of Electrical and Electronics Engineers, p. 10563-10572 10 p. (2021 IEEE/CVF International Conference on Computer Vision (ICCV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MDP Abstraction with Successor Features
Han, D., Wooldridge, M. & Tschiatschek, S., 28 Feb 2022, p. 1-22. 22 p.Research output: Contribution to conference › Paper › peer-review
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ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation
Mariotti, O., Mac Aodha, O. & Bilen, H., 28 Feb 2022, Proceedings of 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021 . Institute of Electrical and Electronics Engineers, p. 10398-10408 11 p. (2021 IEEE/CVF International Conference on Computer Vision (ICCV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Design and study of a photo-switchable polymeric system in the presence of ZnS nanoparticles under the influence of UV light irradiation
Pizarro, G. D. C., Alavia, W., González, K., Díaz, H., Marambio, O. G., Martin-Trasanco, R., Sánchez, J., Oyarzún, D. P. & Neira-Carrillo, A., 26 Feb 2022, In: Polymers. 14, 5, 16 p., 945.Research output: Contribution to journal › Article › peer-review
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Automating Data Science: Prospects and Challenges
De Bie, T., De Raedt, L., Hernández-Orallo, J., Hoos, H. H., Smyth, P. & Williams, C. K. I., 23 Feb 2022, In: Communications of the ACM. 65, 3, p. 76-87 12 p.Research output: Contribution to journal › Article › peer-review
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