List of works - Gavin C. Cawley

An empirical evaluation of the fuzzy kernel perceptron

scientific article published in May 2007

Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge

scientific article

Classification of domain movements in proteins using dynamic contact graphs

scientific article

Constructing Bayesian formulations of sparse kernel learning methods

scientific article

Corrigendum to “On a minimal model for estimating climate sensitivity” [Ecol. Model. 297 (2015) 20–25]

article

Establishing glucose- and ABA-regulated transcription networks in Arabidopsis by microarray analysis and promoter classification using a Relevance Vector Machine

scientific article published on 19 January 2006

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

scientific article published on 01 December 2004

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

scientific article

Investigation of sequence features of hinge-bending regions in proteins with domain movements using kernel logistic regression

scientific article published on 09 April 2020

Kernel learning at the first level of inference

scientific article published on 31 January 2014

Machine learning competition in immunology - Prediction of HLA class I binding peptides.

scientific article published on 29 September 2011

On a minimal model for estimating climate sensitivity

article

Optimally regularised kernel Fisher discriminant classification

scientific article published on 2 June 2007

Predictive uncertainty in environmental modelling

scientific article

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

scientific article published on 30 July 2014

Sparse Bayesian kernel survival analysis for modeling the growth domain of microbial pathogens.

scientific article published in March 2006

Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation ⬇️

scientific article published in January 2007

The evidence framework applied to sparse kernel logistic regression

scientific article published in March 2005

List of works by Gavin C. Cawley

An empirical evaluation of the fuzzy kernel perceptron

Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge

Classification of domain movements in proteins using dynamic contact graphs

Constructing Bayesian formulations of sparse kernel learning methods

Corrigendum to “On a minimal model for estimating climate sensitivity” [Ecol. Model. 297 (2015) 20–25]

Establishing glucose- and ABA-regulated transcription networks in Arabidopsis by microarray analysis and promoter classification using a Relevance Vector Machine

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

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

Investigation of sequence features of hinge-bending regions in proteins with domain movements using kernel logistic regression

Kernel learning at the first level of inference

Machine learning competition in immunology - Prediction of HLA class I binding peptides.

On a minimal model for estimating climate sensitivity

Optimally regularised kernel Fisher discriminant classification

Predictive uncertainty in environmental modelling

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

Sparse Bayesian kernel survival analysis for modeling the growth domain of microbial pathogens.

Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation ⬇️

The evidence framework applied to sparse kernel logistic regression