Nello Cristianini

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John Shawe-TaylorUCLDirección de correo verificada de cs.ucl.ac.uk
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzDirección de correo verificada de soe.ucsc.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Matthew W. HahnDistinguished Professor of Biology and Computer Science, Indiana UniversityDirección de correo verificada de indiana.edu
William Stafford NobleProfessor of Genome Sciences, University of WashingtonDirección de correo verificada de uw.edu
John C. PlattGoogleDirección de correo verificada de google.com
Chris WatkinsProfessor in Computer Science, Royal HollowayDirección de correo verificada de rhul.ac.uk
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Alex SmolaAmazon Web ServicesDirección de correo verificada de smola.org
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedDirección de correo verificada de tuebingen.mpg.de
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityDirección de correo verificada de cs.cornell.edu
Chris WilliamsProfessor of Machine Learning, University of EdinburghDirección de correo verificada de inf.ed.ac.uk

Nello Cristianini

University of Bristol

Dirección de correo verificada de bristol.ac.uk

Artificial Intelligence Machine Learning Data Science Digital Humanities Computational Social Science


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
An introduction to support vector machines and other kernel-based learning methods N Cristianini, J Shawe-Taylor Cambridge university press, 2000	20777	2000
Kernel methods for pattern analysis J Shawe-Taylor, N Cristianini Cambridge university press, 2004	8154	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	3035	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	2962	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	2861	2004
Large margin dags for multiclass classification. JC Platt, N Cristianini, J Shawe-Taylor nips 12, 547-553, 1999	2773	1999
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	1801	2002
On kernel target alignment N Cristianini, J Kandola, A Elisseeff, J Shawe-Taylor Innovations in Machine Learning, 205-256, 2006	1198	2006
Core vector machines: Fast SVM training on very large data sets. IW Tsang, JT Kwok, PM Cheung, N Cristianini Journal of Machine Learning Research 6 (4), 2005	1190	2005
Controlling the sensitivity of support vector machines K Veropoulos, C Campbell, N Cristianini Proceedings of the international joint conference on AI 55, 60, 1999	941	1999
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning. P Drineas, MW Mahoney, N Cristianini journal of machine learning research 6 (12), 2005	908	2005
A statistical framework for genomic data fusion GRG Lanckriet, T De Bie, N Cristianini, MI Jordan, WS Noble Bioinformatics 20 (16), 2626-2635, 2004	823	2004
Fast kernel classifiers with online and active learning. A Bordes, S Ertekin, J Weston, L Botton, N Cristianini Journal of Machine Learning Research 6 (9), 2005	776	2005
Support vector machines J Shawe-Taylor, N Cristianini Cambridge university press, 2000	739	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	649	2006
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	639*	2000
Query learning with large margin classifiers C Campbell, N Cristianini, A Smola ICML 20 (0), 0, 2000	487	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	450	1998
Tracking the flu pandemic by monitoring the social web V Lampos, N Cristianini 2010 2nd international workshop on cognitive information processing, 411-416, 2010	424	2010
Latent semantic kernels N Cristianini, J Shawe-Taylor, H Lodhi Journal of Intelligent Information Systems 18 (2), 127-152, 2002	406	2002

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