Closed-Loop Data Science

Progress in sensing, computational power, storage and analytic tools has given us access to enormous amounts of complex data, which can inform us of better ways to manage our cities, run our companies or develop new medicines. However, the 'elephant in the room' is that when we act on that data we change the world, potentially invalidating the older data. Similarly, when monitoring living cities or companies, we are not able to run clean experiments on them - we get data which is affected by the way they are run today, which limits our ability to model these complex systems. We need ways to run ongoing experiments on such complex systems. We also need to support human interactions with large and complex data sets. In this project we will look at the overlap between the challenge someone faces when coping with all the choices associated with booking a flight for a weekend away, and an expert running complex experiments in a laboratory.
 
The project will test the core ideas in a number of areas, including personalisation of hearing aids, support for travel planning, analysis of cancer data, and media recommendation systems.
 

Partners

This project involves collaborative research with academic partners:  Glasgow Polyomics, the Urban Big Data Centre,  the University of Warwick, and industrial partners: Moodagent,   Widex A/S, Aegean Airlines and is further supported by DataLab Scotland.
 

Academic Staff

 
 
Researchers hired on the project
Dr. Sebastian Stein (Computing Science)
Andrew Ramsay (Computing Science)
Dr. Vincent Davies (Computing Science)
Dr Agnieszka Borowska (Statistics)
Dr Shameem A. Puthiya Parambath (Computing Science)
Dr Sean MacAvaney (Computing Science)

Dr Chaitanya Kaul (Computing Science)

Dr Catherine Higham (Computing Science)

Erlend Frayling (Computing Science)

 
Ph.D. students appointed on the project:
Evdoxia Taka
Valentin Charvet
Yaxiong Wu
Adalberto Claudio Quiros
Federico Rosetto
Ross McBride
Jonathan Sweetland
 
Previous project members:
Dr. Bjørn Jensen (Computing Science)
Dr. Simon Rogers (Computing Science)
Dr. Jinhyun Hong (Urban Studies)
Dr. Amir H. Jadidinejad  (Computing Science)
Dr. Saeed Maadi (Urban Studies)
Dr. Alberto Alvarez Martin (Biomedical Engineering)

Publications

Farndale, Lucas, Insall, Robert ORCID logoORCID: https://orcid.org/0000-0003-4898-040X and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2025) TriDeNT: Triple deep network training for privileged knowledge distillation in histopathology. Medical Image Analysis, 102, 103479. (doi: 10.1016/j.media.2025.103479) (PMID:40174325)

Devlin, Jon, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Mackenzie, John (2025) Approximate Bayesian inference in a model for self-generated gradient collective cell movement. Computational Statistics, (Accepted for Publication)

Gafvert, Oliver, Grindrod, Peter, Harrington, Heather A., Higham, Catherine ORCID logoORCID: https://orcid.org/0000-0002-2580-4115, Higham, Desmond J. and Man Yim, Ka (2024) On the hidden layer-to-layer topology of the representations of reality realised within neural networks. Engineering Computations, (Accepted for Publication)

Liu, Dan, Young, Francesca, Lamb, Kieran D., Robertson, David L. ORCID logoORCID: https://orcid.org/0000-0001-6338-0221 and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2024) Prediction of virus-host associations using protein language models and multiple instance learning. PLoS Computational Biology, 20(11), e1012597. (doi: 10.1371/journal.pcbi.1012597) (PMID:39561204) (PMCID:PMC11614202)

Sweetland, Jonathan, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Deligianni, Fani ORCID logoORCID: https://orcid.org/0000-0003-1306-5017 (2024) Generative Model for Visualisation of Complex Behaviours Exhibited by Homogeneous Swarms. In: Security + Defence, Edinburgh, UK, 16-20 Sep 2024, p. 1320606. ISBN 9781510681200 (doi: 10.1117/12.3031400)

Puthiya Parambath, Shameem A. ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2024) Sequential query prediction based on multi-armed bandits with ensemble of transformer experts and immediate feedback. Data Mining and Knowledge Discovery, 38(6), pp. 3758-3782. (doi: 10.1007/s10618-024-01057-4)

Fischer, Florian, Ikkala, Aleksi, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fleig, Arthur, Bachinski, Miroslav, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Hämäläinen, Perttu, Oulasvirta, Antti and Müller, Jörg (2024) SIM2VR: Towards Automated Biomechanical Testing in VR. In: ACM Symposium on User Interface Software and Technology 2024 (UIST 2024), Pittsburgh, PA, USA, 13-16 Oct 2024, p. 79. ISBN 9798400706288 (doi: 10.1145/3654777.3676452)

Nobis, G. et al. (2024) Generative Fractional Diffusion Models. In: 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, 10-15 Dec 2024, (Accepted for Publication)

Tragakis, Athanasios, Aversa, Marco, Kaul, Chaitanya, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X (2024) Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. In: 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, 10-15 Dec 2024, (Accepted for Publication)

Quiros, A. C. et al. (2024) Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides. Nature Communications, 15, 4596. (doi: 10.1038/s41467-024-48666-7) (PMID:38862472)

Dudkina, E. et al. (2024) A comparison of centrality measures and their role in controlling the spread in epidemic networks. International Journal of Control, 97(6), pp. 1325-1340. (doi: 10.1080/00207179.2023.2204969)

Xu, Songpei, Ge, Xuri ORCID logoORCID: https://orcid.org/0000-0002-3925-4951, Kaul, Chaitanya and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2024) HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. In: ICME 2024, Niagara Falls, ON, Canada, 15-19 July 2024, (Accepted for Publication)

Wu, Yaxiong, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2024) Personalised multi-modal interactive recommendation with hierarchical state representations. ACM Transactions on Recommender Systems, (doi: 10.1145/3651169) (Early Online Publication)

Tragakis, Athanasios, Liu, Qianying, Kaul, Chaitanya, Kumar Roy, Swalpa, Dai, Hang, Deligianni, Fani ORCID logoORCID: https://orcid.org/0000-0003-1306-5017, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X (2024) GLFNet: Global-Local (Frequency) Filter Networks for efficient Medical Image Segmentation. In: 21st IEEE International Symposium on Biomedical Imaging, Athens, Greece, 27-30 May 2024, (Accepted for Publication)

Lamb, Kieran D., Luka, Martha M., Saathoff, Megan, Orton, Richard J. ORCID logoORCID: https://orcid.org/0000-0002-3389-4325, Phan, My V.T., Cotten, Matthew ORCID logoORCID: https://orcid.org/0000-0002-3361-3351, Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 and Robertson, David L. ORCID logoORCID: https://orcid.org/0000-0001-6338-0221 (2024) Mutational signature dynamics indicate SARS-CoV-2's evolutionary capacity is driven by host antiviral molecules. PLoS Computational Biology, 20(1), e1011795. (doi: 10.1371/journal.pcbi.1011795) (PMID:38271457) (PMCID:PMC10868779)

Aversa, M. et al. (2024) DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology. In: 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 10-16 December 2023, ISBN 9781713899921

Frayling, Erlend, MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2023) Effective Adhoc Retrieval through Traversal of a Query-Document Graph. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Wu, Yaxiong, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2023) Goal-Oriented Multi-Modal Interactive Recommendation with Verbal and Non-Verbal Relevance Feedback. In: 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, 18-22 Sept 2023, pp. 362-373. ISBN 9798400702419 (doi: 10.1145/3604915.3608775)

Mitton, Joshua and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2023) Subgraph permutation equivariant networks. Transactions on Machine Learning Research, (Early Online Publication)

Ji, Yanni, Cutiongco, Marie F.A., Jensen, Bjorn Sand ORCID logoORCID: https://orcid.org/0000-0001-8074-228X and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2023) CP2Image: Generating High-Quality Single-Cell Images Using CellProfiler Representations. In: Medical Imaging with Deep Learning (MIDL 2023), Nashville, TN, USA, 10-12 July 2023, pp. 1-12.

Alvarez Martin, J. Alberto ORCID logoORCID: https://orcid.org/0000-0002-4494-8405, Gollee, Henrik ORCID logoORCID: https://orcid.org/0000-0002-4286-9113 and Gawthrop, Peter J. ORCID logoORCID: https://orcid.org/0000-0002-6029-515X (2023) Event-driven adaptive intermittent control applied to a rotational pendulum. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 237(6), pp. 1000-1014. (doi: 10.1177/09596518221147340)

McBride, Ross, Wandy, Joe ORCID logoORCID: https://orcid.org/0000-0002-3068-4664, Weidt, Stefan, Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477, Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, Daly, Rónán ORCID logoORCID: https://orcid.org/0000-0002-1275-6820 and Bryson, Kevin ORCID logoORCID: https://orcid.org/0000-0002-1163-6368 (2023) TopNEXt: automatic DDA exclusion framework for multi-sample mass spectrometry experiments. Bioinformatics, 39(7), btad406. (doi: 10.1093/bioinformatics/btad406) (PMID:37364005)

Xu, Songpei, Kaul, Chaitanya, Ge, Xuri ORCID logoORCID: https://orcid.org/0000-0002-3925-4951 and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2023) Continuous Interaction With a Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10096097)

Mitchell, Kevin ORCID logoORCID: https://orcid.org/0009-0005-3433-7167, Kassem, Khaled, Kaul, Chaitanya, Kapitany, Valentin, Binner, Philip, Ramsay, Andrew ORCID logoORCID: https://orcid.org/0000-0002-1451-8973, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2023) mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10095884)

Oala, L. et al. (2023) Data models for dataset drift controls in machine learning with optical images. Transactions on Machine Learning Research,

Gospodinov, Mitko, MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2023) Doc2Query--: When Less is More. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 414-422. ISBN 9783031282379 (doi: 10.1007/978-3-031-28238-6_31)

Kaul, Chaitanya, Mitton, Joshua, Dai, Hang and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2023) Convolutional Point Transformer. In: 16th Asian Conference on Computer Vision (ACCV2022), Macau SAR, China, 4-8 December 2022, pp. 308-324. ISBN 9783031270659 (doi: 10.1007/978-3-031-27066-6_22)

Wandy, Joe ORCID logoORCID: https://orcid.org/0000-0002-3068-4664, Mcbride, Ross, Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477, Terzis, Nikolaos, Weidt, Stefan, van der Hooft, Justin J.J. ORCID logoORCID: https://orcid.org/0000-0002-9340-5511, Bryson, Kevin ORCID logoORCID: https://orcid.org/0000-0002-1163-6368, Daly, Rónán ORCID logoORCID: https://orcid.org/0000-0002-1275-6820 and Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936 (2023) Simulated-to-real benchmarking of acquisition methods in untargeted metabolomics. Frontiers in Molecular Biosciences, 10, 1130781. (doi: 10.3389/fmolb.2023.1130781) (PMID:36959982) (PMCID:PMC10027714)

Tragakis, Athanasios, Kaul, Chaitanya, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2023) The Fully Convolutional Transformer for Medical Image Segmentation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2023), Waikoloa, HI, USA, 03-07 Jan 2023, pp. 1022-1031. ISBN 9781665493468 (doi: 10.1109/WACV56688.2023.00365)

Wang, Xiao, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2023) ColBERT-PRF: Semantic pseudo-relevance feedback for dense passage and document retrieval. ACM Transactions on the Web, 17(1), 3. (doi: 10.1145/3572405)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2023) Does interactive conditioning help users better understand the structure of probabilistic models? IEEE Transactions on Visualization and Computer Graphics, (doi: 10.1109/TVCG.2022.3231967) (PMID:37018342) (Early Online Publication)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227 and King, Ruth (2023) Semi-complete data augmentation for efficient state space model fitting. Journal of Computational and Graphical Statistics, 32(1), pp. 19-35. (doi: 10.1080/10618600.2022.2077350)

Alvarez-Martin, J. Alberto ORCID logoORCID: https://orcid.org/0000-0002-4494-8405, Doublein, Thomas, Gollee, Henrik ORCID logoORCID: https://orcid.org/0000-0002-4286-9113, Müller, Jörg and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) Understanding the variability of pointing tasks with event-driven intermittent control. IFAC-PapersOnLine, 55(30), pp. 323-328. (doi: 10.1016/j.ifacol.2022.11.073)

Mitton, Joshua, Mekhail, Simon ORCID logoORCID: https://orcid.org/0000-0003-4775-4208, Padgett, Miles ORCID logoORCID: https://orcid.org/0000-0001-6643-0618, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X, Aversa, Marco and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, Louisiana, United States of America, 28th November - 9th December 2022,

Ikkala, Aleksi, Fischer, Florian, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Bachinski, Miroslav, Fleig, Arthur, Howes, Andrew, Hämäläinen, Perttu, Müller, Jörg, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Oulasvirta, Antti (2022) Breathing Life Into Biomechanical User Models. In: UIST ’22: The 35th Annual ACM Symposium on User Interface Software and Technology, Bend, OR, USA, 29 Oct - 02 Nov 2022, p. 90. ISBN 9781450393201 (doi: 10.1145/3526113.3545689)

MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking with a Corpus Graph. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 1491-1500. ISBN 9781450392365 (doi: 10.1145/3511808.3557231)

Maadi, Saeed, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008, Hong, Jinhyun ORCID logoORCID: https://orcid.org/0000-0003-2322-2637 and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance. Sensors, 22(19), 7501. (doi: 10.3390/s22197501) (PMID:36236600) (PMCID:PMC9572689)

Long, Qianyu ORCID logoORCID: https://orcid.org/0000-0002-8298-2380, Kolomvatsos, Kostas and Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2022) Knowledge reuse in edge computing environments. Journal of Network and Computer Applications, 206, 103466. (doi: 10.1016/j.jnca.2022.103466)

MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking as an Information-Seeking Agent. In: First Workshop on Proactive and Agent-Supported Information Retrieval (PASIR 2022), 17-21 October 2022, Atlanta, GA, USA,

Wu, Yaxiong, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback. In: CUI 2022, Glasgow, UK, 26-28 Jul 2022, p. 6. ISBN 9781450397391 (doi: 10.1145/3543829.3543837)

Wang, Xiao, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) Improving zero-shot retrieval using dense external expansion. Information Processing and Management, 59(5), 103026. (doi: 10.1016/j.ipm.2022.103026)

Puthiya Parambath, Shameem A. ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Liu, Siwei, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. In: 8th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2022), Madrid, Spain, 11-12 July 2022, ISBN 9781450394123 (doi: 10.1145/3539813.3545135)

Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Tonolini, Francesco (2022) Human–computer interaction design and inverse problems. In: Williamson, John H., Oulasvirta, Antti, Kristensson, Per Ola and Banovic, Nikola (eds.) Bayesian Methods for Interaction and Design. Cambridge University Press, pp. 212-236. ISBN 9781108834995 (doi: 10.1017/9781108874830.010)

Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853, Oulasvirta, Antti, Kristensson, Per Ola and Banovic, Nikola (Eds.) (2022) Bayesian Methods for Interaction and Design. Cambridge University Press, pp. 212-236. ISBN 9781108834995

MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2022) A Python Interface to PISA! In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 3339-3344. ISBN 9781450387323 (doi: 10.1145/3477495.3531656)

Wang, Xiao, MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) An Inspection of the Reproducibility and Replicability of TCT-ColBERT. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2790-2800. ISBN 9781450387323 (doi: 10.1145/3477495.3531721)

Gupta, Prashansa and MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659 (2022) On Survivorship Bias in MS MARCO. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2214-2219. ISBN 9781450387323 (doi: 10.1145/3477495.3531832)

Kolomvatsos, Kostas, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Koziri, Maria and Loukopoulos, Thanasis (2022) Proactive & time-optimized data synopsis management at the edge. IEEE Transactions on Knowledge and Data Engineering, 34(7), pp. 3478-3490. (doi: 10.1109/TKDE.2020.3021377)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Lazarus, Alan and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2022) Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle. International Journal for Numerical Methods in Biomedical Engineering, 38(5), e3593. (doi: 10.1002/cnm.3593) (PMID:35302293)

MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) Streamlining Evaluation with ir-measures. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 305-310. ISBN 9783030997359 (doi: 10.1007/978-3-030-99739-7_38)

MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2022) Reproducing Personalised Session Search over the AOL Query Log. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 627-640. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_42)

Wandy, Joe ORCID logoORCID: https://orcid.org/0000-0002-3068-4664, Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, McBride, Ross, Weidt, Stefan, Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477 and Daly, Ronan ORCID logoORCID: https://orcid.org/0000-0002-1275-6820 (2022) ViMMS 2.0: A framework to develop, test and optimise fragmentation strategies in LC-MS metabolomics. Journal of Open Source Software, 7(71), 3990. (doi: 10.21105/joss.03990)

Siria, D. J. et al. (2022) Rapid age-grading and species identification of natural mosquitoes for malaria surveillance. Nature Communications, 13, 1501. (doi: 10.1038/s41467-022-28980-8) (PMID:35314683) (PMCID:PMC8938457)

Rusu, Marius Mihai, Schött, Svenja Yvonne, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853, Schmidt, Albrecht and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) Low‐dimensional embeddings for interaction design. Advanced Intelligent Systems, 4(2), 2100045. (doi: 10.1002/aisy.202100045)

Gabbard, Hunter, Messenger, Chris ORCID logoORCID: https://orcid.org/0000-0001-7488-5022, Heng, Ik Siong ORCID logoORCID: https://orcid.org/0000-0002-1977-0019, Tonolini, Francesco and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. Nature Physics, 18(1), pp. 112-117. (doi: 10.1038/s41567-021-01425-7)

Dadamis, Konstantinos, Williamson, John ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2022) 3D Cues for Human Control of Target Acquisition in Auditory Augmented Reality. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022), Bayreuth, Germany, 12-16 September 2022. (Accepted for Publication)

Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 (2021) On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, 01-05 Nov 2021, pp. 3318-3322. ISBN 9781450384469 (doi: 10.1145/3459637.3482156)

Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2021) Query Embedding Pruning for Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 3453-3457. ISBN 9781450384469 (doi: 10.1145/3459637.3482162)

Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001, MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2021) PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 4526-4533. ISBN 9781450384469 (doi: 10.1145/3459637.3482013)

Álvarez Martín, J. Alberto ORCID logoORCID: https://orcid.org/0000-0002-4494-8405, Gollee, Henrik ORCID logoORCID: https://orcid.org/0000-0002-4286-9113, Müller, Jörg and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2021) Intermittent control as a model of mouse movements. ACM Transactions on Computer-Human Interaction, 28(5), 35. (doi: 10.1145/3461836)

Claudio Quiros, Adalberto, Coudray, Nicolas, Yeaton, Anna, Sunhem, Wisuwat, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Tsirigos, Aristotelis and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2021) Adversarial Learning of Cancer Tissue Representations. In: 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), 27 Sept-1 Oct 2021, pp. 602-612. ISBN 9783030872366 (doi: 10.1007/978-3-030-87237-3_58)

Wu, Yaxiong, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2021) Partially Observable Reinforcement Learning for Dialog-based Interactive Recommendation. In: 15th ACM Conference on Recommender Systems (RecSys21), Amsterdam, The Netherlands, 27 Sep - 01 Oct 2021, pp. 241-251. (doi: 10.1145/3460231.3474256)

Jadidinejad, Amir H. ORCID logoORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2021) The Simpson's Paradox in the offline evaluation of recommendation systems. ACM Transactions on Information Systems, 40(1), 4. (doi: 10.1145/3458509)

Romaszko, Lukasz, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Lazarus, Alan, Dalton, David, Berry, Colin ORCID logoORCID: https://orcid.org/0000-0002-4547-8636, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435 (2021) Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics. Artificial Intelligence In Medicine, 119, 102140. (doi: 10.1016/j.artmed.2021.102140)

Anderson, Keri, Chirion, Cristian, Fraser, Matthew, Purcell, Mariel, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Vuckovic, Aleksandra ORCID logoORCID: https://orcid.org/0000-0002-1585-3247 (2021) Markers of central neuropathic pain in Higuchi Fractal Analysis of EEG signals from people with spinal cord injury. Frontiers in Neuroscience, 15, 705652. (doi: 10.3389/fnins.2021.705652) (PMID:34512243) (PMCID:PMC8427815)

Paun, L. Mihaela, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Colebank, Mitchel J., Olufsen, Mette S. and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Inference in Cardiovascular Modelling Subject to Medical Interventions. In: 3rd International Conference on Statistics: Theory and Applications (ICSTA'21), 29-31 Jul 2021, p. 109. ISBN 9781927877913 (doi: 10.11159/icsta21.109)

Wang, Xiao, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2021) Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 297-306. ISBN 9781450386111 (doi: 10.1145/3471158.3472250)

Bach, Eric, Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477, Williamson, John ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Rousu, Juho (2021) Probabilistic framework for integration of mass spectrum and retention time information in small molecule identification. Bioinformatics, 37(12), pp. 1724-1731. (doi: 10.1093/bioinformatics/btaa998) (PMID:33244585)

Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, Wandy, Joe ORCID logoORCID: https://orcid.org/0000-0002-3068-4664, Weidt, Stefan, van der Hooft, Justin J.J. ORCID logoORCID: https://orcid.org/0000-0002-9340-5511, Miller, Alice ORCID logoORCID: https://orcid.org/0000-0002-0941-1717, Daly, Rónán ORCID logoORCID: https://orcid.org/0000-0002-1275-6820 and Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477 (2021) Rapid development of improved data-dependent acquisition strategies. Analytical Chemistry, 93(14), pp. 5676-5683. (doi: 10.1021/acs.analchem.0c03895) (PMID:33784814) (PMCID:PMC8047769)

Claudio Quiros, Adalberto, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2021) PathologyGAN: Learning deep representations of cancer tissue. Journal of Machine Learning for Biomedical Imaging, 2021(4), pp. 1-48.

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Giurghita, Diana and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Gaussian process enhanced semi-automatic approximate Bayesian computation: parameter inference in a stochastic differential equation system for chemotaxis. Journal of Computational Physics, 429, 109999. (doi: 10.1016/j.jcp.2020.109999)

Bin, M. et al. (2021) Post-lockdown abatement of COVID-19 by fast periodic switching. PLoS Computational Biology, 17(1), e1008604. (doi: 10.1371/journal.pcbi.1008604) (PMID:33476332)

Dentro, S. C. et al. (2021) Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes. Cell, 184(8), 2239-2254.e39. (doi: 10.1016/j.cell.2021.03.009) (PMID:33831375) (PMCID:PMC8054914)

Uhrenholt, Anders Kirk ORCID logoORCID: https://orcid.org/0000-0003-3499-4325, Charvet, Valentin and Jensen, Bjørn Sand ORCID logoORCID: https://orcid.org/0000-0001-8074-228X (2021) Probabilistic selection of inducing points in sparse gaussian processes. In: 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021), 27-29 Jul 2021, pp. 1035-1044.

Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID logoORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2021) On Single and Multiple Representations in Dense Passage Retrieval. In: 11th Italian Information Retrieval Workshop (IIR 2021), Bari, Italy, 13-15 Sep 2021,

Bin, Michelangelo, Crisostomi, Emanuele, Ferraro, Pietro, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Parisini, Thomas, Shorten, Robert and Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 (2021) Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19. Annual Reviews in Control, 52, pp. 508-522. (doi: 10.1016/j.arcontrol.2021.07.001) (PMID:34404974) (PMCID:PMC8361045)

Puthiya Parambath, Shameem ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, MacAvaney, Sean ORCID logoORCID: https://orcid.org/0000-0002-8914-2659 and Zervas, Evangelos (2021) Max-Utility Based Arm Selection Strategy for Sequential Query Recommendations. In: 13th Asian Conference on Machine Learning (ACML 2021), 17-19 Nov 2021, pp. 564-579.

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2020) Increasing interpretability of Bayesian probabilistic programming models through interactive visualizations. Frontiers in Computer Science, 2, 567344. (doi: 10.3389/fcomp.2020.567344)

Yilmaz, Serife, Dudkina, Ekaterina, Bin, Michelangelo, Crisostomi, Emanuele, Ferraro, Pietro, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Parisini, Thomas, Stone, Lewi and Shorten, Robert (2020) Kemeny-based testing for COVID-19. PLoS ONE, 15(11), e0242401. (doi: 10.1371/journal.pone.0242401) (PMID:33211725) (PMCID:PMC7676669)

Maadi, Saeed (2020) CAV-based Adaptive Traffic Signal Control with Reinforcement Learning. 2020 Scottish Informatics and Computer Science Alliance (SICSA) Conference, 01 October 2020. (Unpublished)

Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Kolomvatsos, Kostas (2020) Predictive intelligence of reliable analytics in distributed computing environments. Applied Intelligence, 50, pp. 3219-3238. (doi: 10.1007/s10489-020-01712-5)

Wu, Yaxiong, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2020) A Hybrid Conditional Variational Autoencoder Model for Personalised Top-n Recommendation. In: ICTIR 2020: The 6th ACM International Conference on the Theory of Information Retrieval, Stavanger, Norway, 14-18 Sep 2020, pp. 89-96. ISBN 9781450380676 (doi: 10.1145/3409256.3409835)

Claudio Quiros, Adalberto, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 (2020) PathologyGAN: Learning Deep Representations of Cancer Tissue. In: Third Conference on Medical Imaging with Deep Learning, Montreal, Canada, 6-9 Jul 2020, pp. 669-695.

Laux, Lisa, Cutiongco, Marie F.A. ORCID logoORCID: https://orcid.org/0000-0002-4873-9643, Gadegaard, Nikolaj ORCID logoORCID: https://orcid.org/0000-0002-3396-846X and Jensen, Bjørn Sand ORCID logoORCID: https://orcid.org/0000-0001-8074-228X (2020) Interactive machine learning for fast and robust cell profiling. PLoS ONE, 15(9), e0237972. (doi: 10.1371/journal.pone.0237972) (PMID:32915784) (PMCID:PMC7485821)

Savva, Fotis ORCID logoORCID: https://orcid.org/0000-0003-2282-4556, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Triantafillou, Peter and Kolomvatsos, Kostas (2020) Large-scale data exploration using explanatory regression functions. ACM Transactions on Knowledge Discovery from Data, 14(6), 76. (doi: 10.1145/3410448)

Tonolini, Francesco, Radford, Jack ORCID logoORCID: https://orcid.org/0000-0003-4807-1628, Turpin, Alex ORCID logoORCID: https://orcid.org/0000-0001-7877-782X, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2020) Variational inference for computational imaging inverse problems. Journal of Machine Learning Research, 21(179), pp. 1-46.

Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Paun, L. Mihaela (2020) Closed-loop effects in cardiovascular clinical decision support. In: Ladde, Gangaram and Samia, Noelle (eds.) Proceedings of the 2nd International Conference on Statistics: Theory and Applications (ICSTA'20). Avestia Publishing: Ottawa, Canada, p. 128. ISBN 9781927877685 (doi: 10.11159/icsta20.128)

Savva, Fotis ORCID logoORCID: https://orcid.org/0000-0003-2282-4556, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Triantafillou, Peter (2020) Adaptive learning of aggregate analytics under dynamic workloads. Future Generation Computer Systems, 109, pp. 317-330. (doi: 10.1016/j.future.2020.03.063)

Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2020) Edge-centric inferential modeling & analytics. Journal of Network and Computer Applications, 164, 102696. (doi: 10.1016/j.jnca.2020.102696)

Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Paun, L. Mihaela (2020) Closed-loop effects in coupling cardiac physiological models to clinical interventions. In: Irigoien, Itziar, Lee, Dae-Jin, Martínez-Minaya, Joaquín and Rodríguez-Álvarez, María Xosé (eds.) Proceedings of the 35th International Workshop on Statistical Modelling. Servicio Editorial de la Universidad del País Vasco: Bilbao, Spain, pp. 120-125. ISBN 9788413192673

Jadidinejad, Amir H. ORCID logoORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2020) Using Exploration to Alleviate Closed-Loop Effects in Recommender Systems. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2025-2028. ISBN 9781450380164 (doi: 10.1145/3397271.3401230)

Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853, Quek, Melissa, Popescu, Iulia, Ramsay, Andrew ORCID logoORCID: https://orcid.org/0000-0002-1451-8973 and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2020) Efficient human-machine control with asymmetric marginal reliability input devices. PLoS ONE, 15(6), e0233603. (doi: 10.1371/journal.pone.0233603) (PMID:32479507) (PMCID:PMC7263597)

Savva, Fotis ORCID logoORCID: https://orcid.org/0000-0003-2282-4556, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Triantafillou, Peter (2020) SuRF: Identification of Interesting Data Regions with Surrogate Models. In: 36th IEEE International Conference on Data Engineering (IEEE ICDE), Dallas, TX, USA, 20-24 April 2020, pp. 1321-1332. ISBN 9781728129037 (doi: 10.1109/ICDE48307.2020.00118)

Savva, Fotis ORCID logoORCID: https://orcid.org/0000-0003-2282-4556, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Triantafillou, Peter (2020) Aggregate Query Prediction under Dynamic Workloads. In: 2019 IEEE International Conference on Big Data (IEEE BigData 2019), Los Angeles, CA, USA, 09-12 Dec 2019, pp. 671-676. ISBN 9781728108582 (doi: 10.1109/BigData47090.2019.9006267)

Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Triantafillou, Peter (2020) Large-scale predictive modeling and analytics through regression queries in data management systems. International Journal of Data Science and Analytics, 9(1), pp. 17-55. (doi: 10.1007/s41060-018-0163-5)

Mohammadi, Salman, Uhrenholt, Anders Kirk and Jensen, Bjorn Sand ORCID logoORCID: https://orcid.org/0000-0001-8074-228X (2020) Odd-One-Out Representation Learning. Object Representations for Learning and Reasoning, 11 Dec 2020.

Ireland, D.G. ORCID logoORCID: https://orcid.org/0000-0001-7713-7011, Doring, M., Glazier, D.I., Haidenbauer, J., Mai, M., Murray-Smith, R. ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Ronchen, D. (2019) Kaon photoproduction and the Lambda decay parameter alpha. Physical Review Letters, 123, 182301. (doi: 10.1103/PhysRevLett.123.182301)

Wandy, Joe ORCID logoORCID: https://orcid.org/0000-0002-3068-4664, Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, van der Hooft, Justin J.J. ORCID logoORCID: https://orcid.org/0000-0002-9340-5511, Weidt, Stefan, Daly, Ronan ORCID logoORCID: https://orcid.org/0000-0002-1275-6820 and Rogers, Simon ORCID logoORCID: https://orcid.org/0000-0003-3578-4477 (2019) In silico optimization of mass spectrometry fragmentation strategies in metabolomics. Metabolites, 9(10), 219. (doi: 10.3390/metabo9100219) (PMID:31600991)

Jadidinejad, Amir ORCID logoORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2019) How Sensitive is Recommendation Systems' Offline Evaluation to Popularity? In: REVEAL 2019 Workshop at RecSys, Copenhagen, Denmark, 20 Sep 2019,

Davies, Vinny ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, Harvey, William T., Reeve, Richard ORCID logoORCID: https://orcid.org/0000-0003-2589-8091 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2019) Improving the identification of antigenic sites in the H1N1 Influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian model. Journal of the Royal Statistical Society: Series C (Applied Statistics), 68(4), pp. 859-885. (doi: 10.1111/rssc.12338) (PMID:31598013) (PMCID:PMC6774336)

Tonolini, Francesco, Jensen, Bjorn Sand ORCID logoORCID: https://orcid.org/0000-0001-8074-228X and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2019) Variational Sparse Coding. In: Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel, 22-25 July 2019,

Savva, Fotis ORCID logoORCID: https://orcid.org/0000-0003-2282-4556, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Triantafillou, Peter (2019) Explaining Aggregates for Exploratory Analytics. In: IEEE Big Data 2018, Seattle, WA, USA, 10-13 Dec 2018, pp. 478-487. ISBN 9781538650356 (doi: 10.1109/BigData.2018.8621953)

Jadidinejad, Amir H. ORCID logoORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2019) Unifying Explicit and Implicit Feedback for Rating Prediction and Ranking Recommendation Tasks. In: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Santa Clara, CA, USA, 02-05 Oct 2019, pp. 149-151. ISBN 9781450368810 (doi: 10.1145/3341981.3344225)

Moran, Oisín, Caramazza, Piergiorgio, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X and Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 (2018) Deep, Complex, Invertible Networks for Inversion of Transmission Effects in Multimode Optical Fibres. In: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, 02-08 Dec 2018,

Funded Projects

EPSRC funded project: £3M, 2018-2022:  Closed-Loop Data Science for Complex, Computationally- and Data-Intensive Analytics
 
EPSRC funded project: £113k, July-Nov 2020: Fast multi-shot epidemic interventions for post lockdown Covid-19 mitigation: Open-loop mitigation strategies, EP/V018450/1

Vacancies

Currently no vacancies.