| Text classification using string kernels H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins The Journal of Machine Learning Research 2, 419-444, 2002 | 2004 | 2002 |
| Ridge regression learning algorithm in dual variables C Saunders, A Gammerman, V Vovk (ICML-1998) Proceedings of the 15th International Conference on Machine …, 1998 | 1026 | 1998 |
| Learning hierarchical multi-category text classification models J Rousu, C Saunders, S Szedmak, J Shawe-Taylor Journal of Machine Learning Research 7, 1601-1626, 2006 | 450* | 2006 |
| Kernel-based learning of hierarchical multilabel classification models J Rousu, C Saunders, S Szedmak, J Shawe-Taylor The Journal of Machine Learning Research 7, 1601-1626, 2006 | 351 | 2006 |
| Support vector machine-reference manual C Saunders, MO Stitson, J Weston, L Bottou, A Smola Royal Holloway, University of London, 1998 | 329 | 1998 |
| TEXT-BASED SEARCHING OF IMAGE DATA JAR Serrano, F Perronnin, CJ Saunders US Patent 20,130,060,786, 2013 | 288 | 2013 |
| Transduction with confidence and credibility C Saunders, A Gammerman, V Vovk Proceedings of the Sixteenth International Joint Conference on Artificial …, 1999 | 224 | 1999 |
| Machine-learning applications of algorithmic randomness V Vovk, A Gammerman, C Saunders Proceedings of the Sixteenth International Conference on Machine Learning …, 1999 | 213 | 1999 |
| Learning hierarchical multi-category text classification models J Rousu, C Saunders, S Szedmak, J Shawe-Taylor Proceedings of the 22nd international conference on Machine learning, 744-751, 2005 | 124 | 2005 |
| TECHNIQUES TO ENABLE AUTOMATED WORKFLOWS FOR THE CREATION OF USER-CUSTOMIZED PHOTOBOOKS CJ Saunders, L Marchesotti, JE Lin, RJ Rolleston, TL Maloney US Patent 20,120,294,514, 2012 | 109 | 2012 |
| Comparing the Bayes and typicalness frameworks T Melluish, C Saunders, I Nouretdinov, V Vovk Machine Learning: ECML 2001, 360-371, 2001 | 105 | 2001 |
| Using String Kernels to Identify Performers from their Playing Style DR Hardoon, C Saunders, J Shawe-Taylor, G Widmer to appear in the Proceedings of the European Conference on Machine Learning …, 2004 | 94* | 2004 |
| Using string kernels to identify famous performers from their playing style C Saunders, DR Hardoon, J Shawe-Taylor, G Widmer Machine Learning: ECML 2004, 384-395, 2004 | 93* | 2004 |
| Kernel regression for fMRI pattern prediction C Chu, Y Ni, G Tan, CJ Saunders, J Ashburner neuroimage 56 (2), 662-673, 2011 | 88 | 2011 |
| Improving the confidence of machine translation quality estimates L Specia, M Turchi, Z Wang, J Shawe-Taylor, C Saunders | 86 | 2009 |
| Can relevance of images be inferred from eye movements? A Klami, C Saunders, TE de Campos, S Kaski Proceedings of the 1st ACM international conference on Multimedia …, 2008 | 78 | 2008 |
| SYSTEM AND METHOD FOR ADVERTISING USING IMAGE SEARCH AND CLASSIFICATION CJ Saunders, N Guérin, R Islam, C Cayol, T Dalban, S Dabet US Patent 20,120,239,506, 2012 | 75 | 2012 |
| Learning moods and emotions from color combinations G Csurka, S Skaff, L Marchesotti, C Saunders Proceedings of the Seventh Indian Conference on Computer Vision, Graphics …, 2010 | 74 | 2010 |
| A correlation approach for automatic image annotation D Hardoon, C Saunders, S Szedmak, J Shawe-Taylor Advanced Data Mining and Applications, 681-692, 2006 | 69 | 2006 |
| String kernels, fisher kernels and finite state automata C Saunders, A Vinokourov, JS Shawe-taylor Advances in Neural Information Processing Systems, 633-640, 2002 | 58 | 2002 |
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
