Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies
if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the
same subfield and year (this is the minimum needed to enter the top 1%, not the average
within it), or reaches the top citation threshold in at least one of its specific research
topics.
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
20101.4k citationsGavin C. Cawley, Nicola L. C. TalbotJournal of Machine Learning Researchprofile →
Citations per year, relative to Gavin C. Cawley Gavin C. Cawley (= 1×)
peers
Weidong Ma
Countries citing papers authored by Gavin C. Cawley
Since
Specialization
Citations
This map shows the geographic impact of Gavin C. Cawley's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gavin C. Cawley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gavin C. Cawley more than expected).
This network shows the impact of papers produced by Gavin C. Cawley. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gavin C. Cawley. The network helps show where Gavin C. Cawley may publish in the future.
Co-authorship network of co-authors of Gavin C. Cawley
This figure shows the co-authorship network connecting the top 25 collaborators of Gavin C. Cawley.
A scholar is included among the top collaborators of Gavin C. Cawley based on the total number of
citations received by their joint publications. Widths of edges
represent the number of papers authors have co-authored together.
Node borders
signify the number of papers an author published with Gavin C. Cawley. Gavin C. Cawley is excluded from
the visualization to improve readability, since they are connected to all nodes in the network.
All Works
20 of 20 papers shown
1.
Wainer, Jacques & Gavin C. Cawley. (2017). Empirical evaluation of resampling procedures for optimising SVM hyperparameters. Journal of Machine Learning Research. 18(1). 475–509.20 indexed citations
2.
Cawley, Gavin C. & Nicola L. C. Talbot. (2010). On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation. Journal of Machine Learning Research. 11(70). 2079–2107.1448 indexed citations breakdown →
3.
Guyon, Isabelle, Amir Saffari, Gideon Dror, & Gavin C. Cawley. (2010). Model Selection: Beyond the Bayesian/Frequentist Divide. Journal of Machine Learning Research. 11(3). 61–87.93 indexed citations
4.
Cawley, Gavin C.. (2010). Some Baseline Methods for the Active Learning Challenge. UEA Digital Repository (University of East Anglia).2 indexed citations
Cawley, Gavin C.. (2007). Model Selection for Kernel Probit Regression. UEA Digital Repository (University of East Anglia). 217–222.1 indexed citations
Lee, Kee Khoon, Gavin C. Cawley, & Michael Bevan. (2005). Sparse Bayesian promoter based gene classification. UEA Digital Repository (University of East Anglia). 527–532.1 indexed citations
10.
Cawley, Gavin C. & Nicola L. C. Talbot. (2004). Sparse Bayesian Kernel Logistic Regression. UEA Digital Repository (University of East Anglia). 133–138.2 indexed citations
Theobald, Barry-John, Jenny Bangham, Iain Matthews, & Gavin C. Cawley. (2003). Evaluation of a talking head based on appearance models.. AVSP. 187–192.3 indexed citations
13.
Cawley, Gavin C. & Nicola L. C. Talbot. (2003). Efficient cross-validation of kernel Fisher discriminant classifiers. UEA Digital Repository (University of East Anglia). 241–246.2 indexed citations
14.
Cawley, Gavin C., M. R. Haylock, Stephen Dorling, C. M. Goodess, & P. D. Jones. (2003). Statistical downscaling with artificial neural networks. UEA Digital Repository (University of East Anglia). 167–172.11 indexed citations
15.
Cawley, Gavin C., Nicola L. C. Talbot, Robert J. Foxall, Stephen Dorling, & Danilo P. Mandic. (2003). Approximately Unbiased Estimation of Conditional Variance in Heteroscedastic Kernel Ridge Regression. UEA Digital Repository (University of East Anglia). 209–214.2 indexed citations
16.
Foxall, Robert J., Gavin C. Cawley, Nicola L. C. Talbot, Stephen Dorling, & Danilo P. Mandic. (2002). Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. UEA Digital Repository (University of East Anglia). 19–24.4 indexed citations
17.
Cawley, Gavin C. & Nicola L. C. Talbot. (2002). Efficient formation of a basis in a kernel induced feature space. UEA Digital Repository (University of East Anglia). 1–6.10 indexed citations
18.
Theobald, Barry-John, Jenny Bangham, Iain Matthews, & Gavin C. Cawley. (2001). Visual speech synthesis using statistical models of shape and appearance. UEA Digital Repository (University of East Anglia). 78–83.6 indexed citations
Cawley, Gavin C., et al.. (1993). LSP speech synthesis using backpropagation networks. 291–294.7 indexed citations
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive
bibliographic database. While OpenAlex provides broad and valuable coverage of the global
research landscape, it—like all bibliographic datasets—has inherent limitations. These include
incomplete records, variations in author disambiguation, differences in journal indexing, and
delays in data updates. As a result, some metrics and network relationships displayed in
Rankless may not fully capture the entirety of a scholar's output or impact.