John Shawe-Taylor
John Shawe-Taylor
Verified email at cs.ucl.ac.uk
TitleCited byYear
Support Vector Machines
N Cristianini, J Shawe-Taylor
Cambridge: Cambridge University Press, 2000
197392000
The pascal visual object classes (voc) challenge
M Everingham, L Van Gool, CKI Williams, J Winn, A Zisserman
International journal of computer vision 88 (2), 303-338, 2010
8723*2010
Kernel methods for pattern analysis
J Shawe-Taylor, N Cristianini
Cambridge university press, 2004
72562004
Estimating the support of a high-dimensional distribution
B Schölkopf, JC Platt, J Shawe-Taylor, AJ Smola, RC Williamson
Neural computation 13 (7), 1443-1471, 2001
43272001
Large margin DAGs for multiclass classification
JC Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems, 547-553, 2000
25512000
Canonical correlation analysis: An overview with application to learning methods
DR Hardoon, S Szedmak, J Shawe-Taylor
Neural computation 16 (12), 2639-2664, 2004
22792004
Text classification using string kernels
H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins
Journal of Machine Learning Research 2 (Feb), 419-444, 2002
15982002
On kernel-target alignment
N Cristianini, J Shawe-Taylor, A Elisseeff, JS Kandola
Advances in neural information processing systems, 367-373, 2002
10642002
Support vector method for novelty detection
B Schölkopf, RC Williamson, AJ Smola, J Shawe-Taylor, JC Platt
Advances in neural information processing systems, 582-588, 2000
8372000
Support vector machines
J Shawe-Taylor, N Cristianini
An Introduction to Support Vector Machines and Other Kernel-based Learning …, 2000
661*2000
Structural risk minimization over data-dependent hierarchies
J Shawe-Taylor, PL Bartlett, RC Williamson, M Anthony
IEEE transactions on Information Theory 44 (5), 1926-1940, 1998
6161998
Mapping pedagogy and tools for effective learning design
G Conole, M Dyke, M Oliver, J Seale
Computers & Education 43 (1-2), 17-33, 2004
4972004
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46 (1-3), 225-254, 2002
4792002
Latent semantic kernels
N Cristianini, J Shawe-Taylor, H Lodhi
Journal of Intelligent Information Systems 18 (2-3), 127-152, 2002
3812002
Generalization performance of support vector machines and other pattern classifiers
P Bartlett, J Shawe-Taylor
Advances in Kernel methods—support vector learning, 43-54, 1999
3481999
Two view learning: SVM-2K, theory and practice
J Farquhar, D Hardoon, H Meng, JS Shawe-Taylor, S Szedmak
Advances in neural information processing systems, 355-362, 2006
2912006
Kernel-based learning of hierarchical multilabel classification models
J Rousu, C Saunders, S Szedmak, J Shawe-Taylor
Journal of Machine Learning Research 7 (Jul), 1601-1626, 2006
2832006
Inferring a semantic representation of text via cross-language correlation analysis
A Vinokourov, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems, 1497-1504, 2003
2762003
Emergency and on-demand health care: modelling a large complex system
SC Brailsford, VA Lattimer, P Tarnaras, JC Turnbull
Journal of the Operational Research Society 55 (1), 34-42, 2004
2722004
Text classification using string kernels
H Lodhi, J Shawe-Taylor, N Cristianini, CJCH Watkins
Advances in neural information processing systems, 563-569, 2001
2642001
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Articles 1–20