Random-projection ensemble classification TI Cannings, RJ Samworth Journal of The Royal Statistical Society, Series B (with discussion) 79 (4 …, 2017 | 200 | 2017 |
Child poverty in an emergency and conflict context: A multidimensional profile and an identification of the poorest children in Western Darfur JF Trani, TI Cannings World Development 48, 48-70, 2013 | 119 | 2013 |
Adaptive transfer learning HWJ Reeve, TI Cannings, RJ Samworth Annals of Statistics 49 (6), 3618-3649, 2021 | 60 | 2021 |
Multidimensional poverty in Afghanistan: who are the poorest of the poor? JF Trani, J Kuhlberg, T Cannings, D Chakkal Oxford Development Studies 44 (2), 220-245, 2016 | 55 | 2016 |
Local nearest neighbour classification with applications to semi-supervised learning TI Cannings, TB Berrett, RJ Samworth Annals of Statistics 48 (3), 1789-1814, 2020 | 51 | 2020 |
Classification with imperfect training labels TI Cannings, Y Fan, RJ Samworth Biometrika 107 (2), 311-330, 2020 | 48 | 2020 |
Random projections: data perturbation for classification problems TI Cannings WIREs Computational Statistics, 2020 | 22 | 2020 |
Development and validation of DNA Methylation scores in two European cohorts augment 10-year risk prediction of type 2 diabetes Y Cheng, DA Gadd, C Gieger, K Monterrubio-Gómez, Y Zhang, I Berta, ... Nature Aging 3, 450–458, 2023 | 13* | 2023 |
Optimal subgroup selection HWJ Reeve, TI Cannings, RJ Samworth Annals of Statistics 51 (6), 2342-2365, 2023 | 12 | 2023 |
RPEnsemble: Random projection ensemble classification. R package TI Cannings, RJ Samworth https://cran.r-project.org/web/packages/RPEnsemble/index.html, 2017 | 11* | 2017 |
The correlation-assisted missing data estimator TI Cannings, Y Fan Journal of Machine Learning Research 23 (41), 1-49, 2022 | 10 | 2022 |
A framework for implementing machine learning on omics data G Dubourg-Felonneau, T Cannings, F Cotter, H Thompson, N Patel, ... arXiv preprint arXiv:1811.10455, 2018 | 9 | 2018 |
Nearest neighbour classification in the tails of a distribution T Cannings Preprint, 2013 | 4 | 2013 |
Isotonic subgroup selection MM Müller, HWJ Reeve, TI Cannings, RJ Samworth Journal of the Royal Statistical Society, Series B, to appear, 2024 | 3 | 2024 |
Integration of datasets for individual prediction of DNA methylation-based biomarkers C Merzbacher, B Ryan, T Goldsborough, RF Hillary, A Campbell, ... Genome Biology 24 (1), 278, 2023 | 3* | 2023 |
Data-driven design of targeted gene panels for estimating immunotherapy biomarkers JR Bradley, TI Cannings Communications Biology 5, 156, 2022 | 2 | 2022 |
Nonparametric classification with missing data T Sell, TB Berrett, TI Cannings Annals of Statistics 52 (3), 1178-1200, 2024 | 1 | 2024 |
New approaches to modern statistical classification problems TI Cannings PhD Thesis, University of Cambridge, 2015 | 1 | 2015 |
A novel gene signature to predict response to neoadjuvant chemotherapy and endocrine treatment in estrogen receptor-positive breast cancer patients A Sionakidis, TI Cannings, JD Figueroa, AH Sims Preprint, 2023 | | 2023 |
ICBioMark: Data-Driven Design of Targeted Gene Panels for Estimating Immunotherapy Biomarkers. R Package JR Bradley, TI Cannings https://cran.r-project.org/web/packages/ICBioMark/index.html, 2021 | | 2021 |