Data Science Institute

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2022
Published
The Criminalisation of Mental Distress: An Exploration of Section 136 Processes
Erlam, J., 29/09/2022, Lancaster University. 204 p.
Research output: Thesis › Doctoral Thesis
Published
Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics
Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Variability in Antarctic surface climatology across regional climate models and reanalysis datasets
Carter, J., Leeson, A., Orr, A., Kittel, C. & van Wessem, J. M., 23/09/2022, In: The Cryosphere. 16, 9, p. 3815–3841 27 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Forthcoming
The Syrian War as a Site for Masculinist Political Revival-Political songs since 2011-2021
Aldoughli, R. B., 22/09/2022, (Accepted/In press) Spoils of War and Gendered Transformations in the Middle East and North Africa: Remodelling Society after 2011. Bloomsbury
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Bandit Procedures for Designing Patient-Centric Clinical Trials
Villar, S. S. & Jacko, P., 21/09/2022, Springer Series in Supply Chain Management. Chen, X., Jasin, S. & Shi, C. (eds.). 1 ed. London: Springer Nature, p. 365-389 25 p. (Springer Series in Supply Chain Management; vol. 18).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Online Discussions About Tinnitus: What Can We Learn From Natural Language Processing of Reddit Posts?
Manchaiah, V., Londero, A., Deshpande, A. K., Revel, M., Palacios, G., Boyd, R. L. & Ratinaud, P., 21/09/2022, In: American Journal of Audiology. 31, 3S, p. 993-1002 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Disturbance Observer-Based Repetitive Control System With Nonminimal State-Space Realization and Experimental Evaluation
Wang, L., Freeman, C. T., Rogers, E. & Young, P. C., 20/09/2022, (E-pub ahead of print) In: IEEE Transactions on Control Systems Technology. p. 1-8 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Forthcoming
User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits
Wang, W., Yu, W., Foh, C. H., Gao, D. & Ni, Q., 19/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Globecom Workshops (GC Wkshps). IEEE
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Russia is building a closer alliance with the world’s autocracies – the west should beware
Yoxon, B., 16/09/2022
Research output: Exhibits, objects and web-based outputs › Blog
Published
Talking about personal recovery in bipolar disorder: Text analysis of public peer online support forum posts
Jagfeld, G., Humphreys, C., Lobban, F., Rayson, P. & Jones, S., 9/09/2022.
Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review
Published
LUSTRE: An online data management and student project resource
Towse, J., Davies, R., Ball, E., James, R., Gooding, B. & Ivory, M., 2/09/2022, In: Journal of Statistics and Data Science Education. 30, 3, p. 266-273 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Truthful Online Double Auctions for Mobile Crowdsourcing: An On-demand Service Strategy
Liu, S., Yu, Y., Guo, L., Yeoh, P. L., Ni, Q., Vucetic, B. & Li, Y., 1/09/2022, In: IEEE Internet of Things Journal. 9, 17, p. 16096 - 16112 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Real time anomaly detection and categorisation
Fisch, A. T. M., Bardwell, L. & Eckley, I. A., 31/08/2022, In: Statistics and Computing. 32, 4, 15 p., 55.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The effect of prompts on the shared reading interactions of parents and children with Down syndrome
Burgoyne, K. & Cain, K., 31/08/2022, In: International Journal of Disability, Development and Education. 69, 4, p. 1327-1341 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
AutoEnRichness: A hybrid empirical and analytical approach for estimating the richness of galaxy clusters: Estimating Galaxy Cluster Richness
Chan, M. & Stott, J., 24/08/2022, In: Monthly Notices of the Royal Astronomical Society. 516, 1, p. 316-335 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters
Borowiec, D., Yeung, G.-F., Friday, A., Harper, R. H. R. & Garraghan, P., 24/08/2022, Proceedings - 2022 IEEE 15th International Conference on Cloud Computing, CLOUD 2022. IEEE, p. 374-384 11 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)
Strien, D., Beelen, K., Wevers, M., Smits, T. & McDonough, K., 17/08/2022, In: Programming Historian.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Increasing Accumulation of Perfluorocarboxylate Contaminants Revealed in an Antarctic Firn Core (1958–2017)
Garnett, J., Halsall, C., Winton, H., Joerss, H., Mulvaney, R., Ebinghaus, R., Frey, M., Jones, A., Leeson, A. & Wynn, P., 16/08/2022, In: Environmental Science and Technology. 56, 16, p. 11246–11255 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model
Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/08/2022, In: IEEE Sensors Journal. 22, 16, p. 16573 - 16585 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On model-based time trend adjustments in platform trials with non-concurrent controls
Roig, M. B., Krotka, P., Burman, C.-F., Glimm, E., Gold, S. M., Hees, K., Jacko, P., Koenig, F., Magirr, D., Mesenbrink, P., Viele, K. & Posch, M., 15/08/2022, In: BMC Medical Research Methodology. 22, 1, 16 p., 228.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Humble Machines: Attending to the Underappreciated Costs of Misplaced Distrust
Knowles, B., 2/08/2022, (E-pub ahead of print) 2022 ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization. New York: ACM, 11 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Interventions delivered in secondary or tertiary medical care settings to improve routine vaccination uptake in children and young people: a scoping review
Blagden, S., Newell, K., Ghazarians, N., Sulaiman, S., Tunn, L., Odumala, M., Isba, R. & Edge, R., 2/08/2022, In: BMJ Open. 12, 8, p. e061749 e061749.
Research output: Contribution to Journal/Magazine › Review article › peer-review
Unpublished
The Many Facets of Trust in AI: Formalizing the Relation Between Trust and Fairness, Accountability, and Transparency
Knowles, B., Richards, J. T. & Kroeger, F., 2/08/2022, (Unpublished) Arxiv. 13 p.
Research output: Book/Report/Proceedings › Other report
Published
RAS Specialist Discussion Meeting report: Global Monitoring of Geospace
Carter, J., Walach, M.-T. & Mooney, M., 1/08/2022, In: Astronomy and Geophysics. 63, 4, p. 4.38-4.42
Research output: Contribution to Journal/Magazine › Journal article
Published
The Impact of Social Isolation, Loneliness, and Technology Use during the COVID-19 Pandemic on Health-Related Quality of Life: A Cross-Sectional Study (Preprint)
Balki, E., Hayes, N. & Holland, C., 29/07/2022
Research output: Other contribution

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Research

Data Science Institute

The Criminalisation of Mental Distress: An Exploration of Section 136 Processes

Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

Variability in Antarctic surface climatology across regional climate models and reanalysis datasets

The Syrian War as a Site for Masculinist Political Revival-Political songs since 2011-2021

Bandit Procedures for Designing Patient-Centric Clinical Trials

Online Discussions About Tinnitus: What Can We Learn From Natural Language Processing of Reddit Posts?

Disturbance Observer-Based Repetitive Control System With Nonminimal State-Space Realization and Experimental Evaluation

User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

Russia is building a closer alliance with the world’s autocracies – the west should beware

Talking about personal recovery in bipolar disorder: Text analysis of public peer online support forum posts

LUSTRE: An online data management and student project resource

Truthful Online Double Auctions for Mobile Crowdsourcing: An On-demand Service Strategy

Real time anomaly detection and categorisation

The effect of prompts on the shared reading interactions of parents and children with Down syndrome

AutoEnRichness: A hybrid empirical and analytical approach for estimating the richness of galaxy clusters: Estimating Galaxy Cluster Richness

Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters

Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)

Increasing Accumulation of Perfluorocarboxylate Contaminants Revealed in an Antarctic Firn Core (1958–2017)

A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model

On model-based time trend adjustments in platform trials with non-concurrent controls

Humble Machines: Attending to the Underappreciated Costs of Misplaced Distrust

Interventions delivered in secondary or tertiary medical care settings to improve routine vaccination uptake in children and young people: a scoping review

The Many Facets of Trust in AI: Formalizing the Relation Between Trust and Fairness, Accountability, and Transparency

RAS Specialist Discussion Meeting report: Global Monitoring of Geospace

The Impact of Social Isolation, Loneliness, and Technology Use during the COVID-19 Pandemic on Health-Related Quality of Life: A Cross-Sectional Study (Preprint)

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