An introduction to support vector machines and other kernel-based learning methods /

von Cristianini, Nello., Shawe-Taylor, John.
Veröffentlicht c2000

Directional Migration of Recirculating Lymphocytes through Lymph Nodes via Random Walks

von Thomas, Niclas, Matejovicova, Lenka, Srikusalanukul, Wichat, Shawe-Taylor, John, Chain, Benny
Veröffentlicht 2012

Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression

von Lehtinen, Sonja, Lees, Jon, Bähler, Jürg, Shawe-Taylor, John, Orengo, Christine
Veröffentlicht in PLoS One (2015)

A multiple hold-out framework for Sparse Partial Least Squares

von Monteiro, João M., Rao, Anil, Shawe-Taylor, John, Mourão-Miranda, Janaina
Veröffentlicht in J Neurosci Methods (2016)

Computational analysis of stochastic heterogeneity in PCR amplification efficiency revealed by single molecule barcoding

von Best, Katharine, Oakes, Theres, Heather, James M., Shawe-Taylor, John, Chain, Benny
Veröffentlicht in Sci Rep (2015)

Advances in intelligent data analysis VII 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings /

von International Symposium on Intelligent Data Analysis, Berthold, Michael R., Shawe-Taylor, John., Lavrač, Nada.
Veröffentlicht 2007

Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria

von Rousu, Juho, Agranoff, Daniel D., Sodeinde, Olugbemiro, Shawe-Taylor, John, Fernandez-Reyes, Delmiro
Veröffentlicht 2013

A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation

von Singh, Gaurav, Marshall, Iain J., Thomas, James, Shawe-Taylor, John, Wallace, Byron C.
Veröffentlicht in Proc ACM Int Conf Inf Knowl Manag (2017)

Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning

von Wang, Zhuoran, Shah, Anoop D., Tate, A. Rosemary, Denaxas, Spiros, Shawe-Taylor, John, Hemingway, Harry
Veröffentlicht 2012

The immune system as a biomonitor: explorations in innate and adaptive immunity

von Thomas, Niclas, Heather, James, Pollara, Gabriel, Simpson, Nandi, Matjeka, Theres, Shawe-Taylor, John, Noursadeghi, Mahdad, Chain, Benjamin
Veröffentlicht 2013

Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important

von Donini, Michele, Monteiro, João M., Pontil, Massimiliano, Hahn, Tim, Fallgatter, Andreas J., Shawe-Taylor, John, Mourão-Miranda, Janaina
Veröffentlicht in Neuroimage (2019)

Movement Activity Based Classification of Animal Behaviour with an Application to Data from Cheetah (Acinonyx jubatus)

von Grünewälder, Steffen, Broekhuis, Femke, Macdonald, David Whyte, Wilson, Alan Martin, McNutt, John Weldon, Shawe-Taylor, John, Hailes, Stephen
Veröffentlicht 2012

Sparse network-based models for patient classification using fMRI

von Rosa, Maria J., Portugal, Liana, Hahn, Tim, Fallgatter, Andreas J., Garrido, Marta I., Shawe-Taylor, John, Mourao-Miranda, Janaina
Veröffentlicht in Neuroimage (2015)

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

von Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Veröffentlicht 2011

Specificity, Privacy, and Degeneracy in the CD4 T Cell Receptor Repertoire Following Immunization

von Sun, Yuxin, Best, Katharine, Cinelli, Mattia, Heather, James M., Reich-Zeliger, Shlomit, Shifrut, Eric, Friedman, Nir, Shawe-Taylor, John, Chain, Benny
Veröffentlicht in Front Immunol (2017)

Feature selection using a one dimensional naïve Bayes’ classifier increases the accuracy of support vector machine classification of CDR3 repertoires

von Cinelli, Mattia, Sun, , Yuxin, Best, Katharine, Heather, James M, Reich-Zeliger, Shlomit, Shifrut, Eric, Friedman, Nir, Shawe-Taylor, John, Chain, Benny
Veröffentlicht in Bioinformatics (2017)

Tracking global changes induced in the CD4 T-cell receptor repertoire by immunization with a complex antigen using short stretches of CDR3 protein sequence

von Thomas, Niclas, Best, Katharine, Cinelli, Mattia, Reich-Zeliger, Shlomit, Gal, Hilah, Shifrut, Eric, Madi, Asaf, Friedman, Nir, Shawe-Taylor, John, Chain, Benny
Veröffentlicht in Bioinformatics (2014)

SCoRS - a Method Based on Stability for Feature Selection and Mapping in Neuroimaging

von Rondina, Jane M, Hahn, Tim, de Oliveira, Leticia, Marquand, Andre F, Dresler, Thomas, Leitner, Thomas, Fallgatter, Andreas J, Shawe-Taylor, John, Mourao-Miranda, Janaina
Veröffentlicht in IEEE Trans Med Imaging (2013)

Parsimonious test of dynamic interaction

von Chisholm, Sarah, Stein, Andrew B., Jordan, Neil R., Hubel, Tatjana M., Shawe‐Taylor, John, Fearn, Tom, McNutt, J. Weldon, Wilson, Alan M., Hailes, Stephen
Veröffentlicht in Ecol Evol (2019)

The Human Behaviour-Change Project: An artificial intelligence system to answer questions about changing behaviour

von Michie, Susan, Thomas, James, Mac Aonghusa, Pol, West, Robert, Johnston, Marie, Kelly, Michael P., Shawe-Taylor, John, Hastings, Janna, Bonin, Francesca, O’Mara-Eves, Alison
Veröffentlicht in Wellcome Open Res (2020)