| An introduction to support vector machines and other kernel-based learning methods N Cristianini, J Shawe-Taylor Cambridge university press, 2000 | 21179 | 2000 |
| Kernel methods for pattern analysis J Shawe-Taylor, N Cristianini Cambridge university press, 2004 | 7846 | 2004 |
| Knowledge-based analysis of microarray gene expression data by using support vector machines MPS Brown, WN Grundy, D Lin, N Cristianini, CW Sugnet, TS Furey, ... Proceedings of the National Academy of Sciences 97 (1), 262-267, 2000 | 2995 | 2000 |
| Support vector machine classification and validation of cancer tissue samples using microarray expression data TS Furey, N Cristianini, N Duffy, DW Bednarski, M Schummer, D Haussler Bioinformatics 16 (10), 906-914, 2000 | 2842 | 2000 |
| Learning the kernel matrix with semidefinite programming GRG Lanckriet, N Cristianini, P Bartlett, LE Ghaoui, MI Jordan Journal of Machine learning research 5 (Jan), 27-72, 2004 | 2752 | 2004 |
| Large margin DAGs for multiclass classification JC Platt, N Cristianini, J Shawe-Taylor Advances in neural information processing systems, 547-553, 2000 | 2671 | 2000 |
| 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 | 1732 | 2002 |
| Core vector machines: Fast SVM training on very large data sets IW Tsang, JT Kwok, PM Cheung Journal of Machine Learning Research 6 (Apr), 363-392, 2005 | 1149 | 2005 |
| On kernel-target alignment N Cristianini, J Shawe-Taylor, A Elisseeff, JS Kandola Advances in neural information processing systems, 367-373, 2002 | 1141 | 2002 |
| Controlling the sensitivity of support vector machines K Veropoulos, C Campbell, N Cristianini Proceedings of the international joint conference on AI 55, 60, 1999 | 899 | 1999 |
| A statistical framework for genomic data fusion GRG Lanckriet, T De Bie, N Cristianini, MI Jordan, WS Noble Bioinformatics 20 (16), 2626-2635, 2004 | 796 | 2004 |
| Support vector machines J Shawe-Taylor, N Cristianini Cambridge University Press, 2000 | 708 | 2000 |
| AN INTRODUCTION TO SUPPORT VECTOR MACHINES AND OTHER KERNEL-BASED LEARNING METHODS by Nello Christianini and John Shawe-Taylor … AM Andrew Robotica 18 (6), 687-689, 2000 | 604* | 2000 |
| CAFE: a computational tool for the study of gene family evolution T De Bie, N Cristianini, JP Demuth, MW Hahn Bioinformatics 22 (10), 1269-1271, 2006 | 551 | 2006 |
| Query learning with large margin classifiers C Campbell, N Cristianini, A Smola ICML 20 (0), 0, 2000 | 474 | 2000 |
| The kernel-adatron algorithm: a fast and simple learning procedure for support vector machines TT Frie, N Cristianini, C Campbell Machine learning: proceedings of the fifteenth international conference …, 1998 | 433 | 1998 |
| Latent semantic kernels N Cristianini, J Shawe-Taylor, H Lodhi Journal of Intelligent Information Systems 18 (2-3), 127-152, 2002 | 399 | 2002 |
| Tracking the flu pandemic by monitoring the social web V Lampos, N Cristianini 2010 2nd international workshop on cognitive information processing, 411-416, 2010 | 395 | 2010 |
| Kernel-based data fusion and its application to protein function prediction in yeast GRG Lanckriet, M Deng, N Cristianini, MI Jordan, WS Noble Biocomputing 2004, 300-311, 2003 | 393 | 2003 |
| Dimension reduction in text classification with support vector machines H Kim, P Howland, H Park Journal of machine learning research 6 (Jan), 37-53, 2005 | 320 | 2005 |
John Shawe-TaylorUCLAdresse e-mail validée de cs.ucl.ac.uk
