Gavin C. Cawley

Gavin C. Cawley publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Gavin C. Cawley sits on this spectrum.

Gavin C. Cawley D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Gavin C. Cawley sits on this spectrum.

Best Publications

• On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

  Unknown

  2349
  Citations

• Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers

  Unknown

  544
  Citations

• Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios

  Malcolm R. Haylock;Gavin C. Cawley;Colin Harpham;Rob L. Wilby

  484
  Citations

• Fast exact leave-one-out cross-validation of sparse least-squares support vector machines

  Unknown

  423
  Citations

• Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters

  Unknown

  343
  Citations

• Gene selection in cancer classification using sparse logistic regression with Bayesian regularization

  Unknown

  289
  Citations

• Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation

  Gavin C. Cawley;Nicola L. Talbot;Mark Girolami

  281
  Citations

• Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs

  Unknown

  277
  Citations

• Model Selection: Beyond the Bayesian/Frequentist Divide

  Isabelle Guyon;Amir Saffari;Gideon Dror;Gavin Cawley

  212
  Citations

• The Application of Neural Networks to Phonetic Modelling

  Unknown

  165
  Citations

• Statistical models to assess the health effects and to forecast ground-level ozone

  Unknown

  155
  Citations

• Modelling SO2 concentration at a point with statistical approaches

  Unknown

  145
  Citations

• Design of the 2015 ChaLearn AutoML challenge

  Isabelle Guyon;Kristin Bennett;Gavin Cawley;Hugo Jair Escalante

  137
  Citations

• Non-retrieval: Blocking Pornographic Images

  Alison Bosson;Gavin C. Cawley;Yi Chan;Richard Harvey

  134
  Citations

• Improved sparse least-squares support vector machines

  Unknown

  116
  Citations

• Efficient approximate leave-one-out cross-validation for kernel logistic regression

  Unknown

  106
  Citations

• Results of the Active Learning Challenge

  Isabelle Guyon;Gavin C. Cawley;Gideon Dror;Vincent Lemaire

  95
  Citations

• Predictive Uncertainty in Environmental Modelling

  Unknown

  87
  Citations

• Reduced Rank Kernel Ridge Regression

  Gavin C. Cawley;Nicola L. C. Talbot

  76
  Citations

• Quantitative method for the assignment of hinge and shear mechanism in protein domain movements

  Unknown

  72
  Citations