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Publications

Items where Division is "Data Science" and Year is 2021

Group by: Authors | Item Type | No Grouping
Number of items: 25.

Chretien, S; Cucuringu, M; Lecue, G; Neirac, L (2021) Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature. Journal of Machine Learning Research, 22 (230). pp. 1-64.

Cox, M G; Jagan, K; Rajan, S (2021) Statistical analysis of temperature rise in passive medical implants in a magnetic resonance imaging environment. NPL Report. MS 28

Cox, M G; O'Hagan, A (2021) Meaningful expressions of uncertainty in measurement. NPL Report. MS 27

Dong, H Y; Butler, K T; Matras, D; Price, S W T; Odarchenko, Y; Khatry, R; Thompson, A; Middelkoop, V; Jacques, S D M; Beale, A M; Vamvakeros, A (2021) A deep convolutional neural network for real-time full profile analysis of big powder diffraction data. npj Computational Materials, 7 (1). 74

Eftekhari, A; Tanner, J; Thompson, A; Toader, B; Tyagi, H (2021) Sparse non-negative super-resolution — simplified and stabilised. Applied and Computational Harmonic Analysis, 50. pp. 216-280. ISSN 10635203

Hippolyte, J L; Chrubasik, M; Brochu, F; Bevilacqua, M (2021) A domain-agnostic ontology for unified metrology data management. Measurement: Sensors, 18. 100263 ISSN 26659174

Khatry, R; Thompson, A (2021) Camera and Lidar sensor models for autonomous vehicles. NPL Report. MS 30

Khatry, R; Thompson, A (2021) Good practice in training set preparation for marine navigation systems. NPL Report. MS 33

Khatry, R; Thompson, A (2021) A sensor modelling framework for autonomous systems. NPL Report. MS 29

Li, B; Rencker, L; Dong, J; Luo, Y; Plumbley, M D; Wang, W (2021) Sparse Analysis Model Based Dictionary Learning for Signal Declipping. IEEE Journal of Selected Topics in Signal Processing, 15 (1). pp. 25-36. ISSN 1932-4553

Li, S Y; Luo, Y H; Chambers, J; Wang, W W (2021) Dimension Selected Subspace Clustering. In: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), 6-11 June 2021, Toronto, ON, Canada.

Luo, Y; Harris, P M; Wright, L R; Jagan, K; Kok, G; Coquelin, L; Zaouali, J; Eichstadt, S; Dorst, T; Tachtatzis, C; Andonovic, I; Gourlay, G; Yong, B X (2021) Good practice guide on industrial sensor network methods for metrological infrastructure improvement. NPL Report. MS 36

Musolus, A; Massart, E; Hendrickx, J M; Absil, P A; Marzouk, Y (2021) Low-rank multi-parametric covariance identification. BIT Numerical Mathematics, 62. pp. 221-249.

Ottoboni, S; Wareham, B; Vassileiou, A; Robertson, M; Brown, C J; Johnston, B; Price, C J (2021) A Novel Integrated Workflow for Isolation Solvent Selection Using Prediction and Modeling. Organic Process Research & Development, 25 (5). pp. 1143-1159.

Ribeiro, A S; Almeida, M C; Cox, M G; Sousa, J A; Martins, L; Loureiro, D; Brito, R; Silva, M; Soares, A C (2021) Role of measurement uncertainty in the comparison of average areal rainfall methods. Metrologia, 58 (4). 044001

Sarkans, U; Chiu, W; Collinson, L; Darrow, M C; Ellenberg, J; Grunwald, D; Heriche, J K; Iudin, A; Martins, G G; Meehan, T; Narayan, K; Patwardhan, A; Russell, M R G; Saibil, H R; Strambio-de-Castillia, C; Swedlow, J R; Tischer, C; Uhlmann, V; Verkade, P; Barlow, M; Bayraktar, O; Birney, E; Catavitello, C; Cawthorne, C; Wager-Conrad, S; Duke, E; Paul-Gilloteaux, P; Gustin, E; Harkiolaki, M; Kankaanpaa, P; Lemberger, T; McEntyre, J; Moore, J; Nicholls, A W; Onami, S; Parkinson, H; Parsons, M; Romanchikova, M; Sofroniew, N; Swoger, J; Utz, N; Voortman, L M; Wong, F; Zhang, P J; Kleywegt, G J; Brazma, A (2021) REMBI: Recommended Metadata for Biological Images-enabling reuse of microscopy data in biology. Nature Methods, 18. pp. 1418-1422.

Smith, N; Romanchikova, M; Partarrieu, I; Cooke, E; Lemanska, A; Thomas, S (2021) NMS 2018-2021 Life-sciences and healthcare project "Digital health: curation of healthcare data" - final report. NPL Report. MS 31

Stach, S M; Smail, I; Amvrosiadis, A; Swinbank, A M; Dudzeviciute, U; Geach, J E; Almaini, O; Birkin, J E; Chen, C C; Conselice, C J; Cooke, E A; Coppin, K E K; Dunlop, J S; Farrah, D; Ikarashi, S; Ivison, R J; Wardlow, J L (2021) An ALMA survey of the SCUBA-2 Cosmology Legacy Survey UKIDSS/UDS field: halo masses for submillimetre galaxies. Monthly Notices of the Royal Astronomical Society, 504 (1). pp. 172-184.

Thomas, S (2021) Combining Image Features and Patient Metadata to Enhance Transfer Learning. In: 2021 43rd Annual International Conference of the IEEE Engineering & Biology Society (EMBC), 01-05 November 2023, Mexico.

Thomas, S; Brochu, F (2021) A framework for traceble storage and curation of measurement data. Measurement: Sensors, 18. 100201

Thompson, A; Jagan, K; Sundar, A; Khatry, R; Donlevy, J; Thomas, S; Harris, P (2021) Uncertainty evaluation for machine learning. NPL Report. MS 34

Venton, J; Harris, P M; Sundar, A; Smith, N A S; Aston, P J (2021) Robustness of convolutional neural networks to physiological electrocardiogram noise. Philosophical Transactions of the Royal Society A - Mathematical Physical and Engineering Sciences, 379 (2212). 20200262

Wooldridge, J; Arduino, A; Zilberti, L; Zanovello, U; Chiampi, M; Clementi, V; Bottauscio, O (2021) Gradient coil and radiofrequency induced heating of orthopaedic implants in MRI: influencing factors. Physics in Medicine & Biology, 66 (24). 245024

Wright, L; Wooldridge, J; Cox, M; Partarrieu, I; Wright, L R; Bownds, D; Goren, T; Yao, A; Bottauscio, O; Zilberti, L; Chiampi, M; Zanovello, U; Arduino, A (2021) EMPIR project 17IND01 MIMAS (Medical Implant Manufactures' Safety Procedures): Deliverable D07. NPL Report. MS 32

van der Veen, A M H; Cox, M G (2021) Getting started with uncertainty evaluation using the Monte Carlo method in R. Accreditation and Quality Assurance, 26 (3). pp. 129-141.

This list was generated on Wed Oct 29 16:16:48 2025 GMT.