Nello Cristianini
TitleCited byYear
An introduction to support vector machines and other kernel-based learning methods
N Cristianini, J Shawe-Taylor
Cambridge university press, 2000
197882000
Kernel methods for pattern analysis
J Shawe-Taylor, N Cristianini
Cambridge university press, 2004
72532004
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
28942000
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
26552000
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
25932004
Large margin DAGs for multiclass classification
JC Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems, 547-553, 2000
25462000
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
10632002
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
10382005
Controlling the sensitivity of support vector machines
K Veropoulos, C Campbell, N Cristianini
Proceedings of the international joint conference on AI 55, 60, 1999
8301999
A statistical framework for genomic data fusion
GRG Lanckriet, T De Bie, N Cristianini, MI Jordan, WS Noble
Bioinformatics 20 (16), 2626-2635, 2004
7522004
Support vector machines
J Shawe-Taylor, N Cristianini
An Introduction to Support Vector Machines and Other Kernel-based Learning …, 2000
661*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
5422000
Query learning with large margin classifiers
C Campbell, N Cristianini, A Smola
ICML 20 (0), 0, 2000
4372000
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
4191998
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
3922006
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
3842003
Latent semantic kernels
N Cristianini, J Shawe-Taylor, H Lodhi
Journal of Intelligent Information Systems 18 (2-3), 127-152, 2002
3812002
Tracking the flu pandemic by monitoring the social web
V Lampos, N Cristianini
2010 2nd international workshop on cognitive information processing, 411-416, 2010
3422010
The evolution of mammalian gene families
JP Demuth, T De Bie, JE Stajich, N Cristianini, MW Hahn
PloS one 1 (1), e85, 2006
2962006
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Articles 1–20