PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Craig Saunders

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Number of EPrints submitted by this user: 14

Learning Hierarchical Multi-Category Text Classification Models
Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor
In: 22nd International Conference on Machine Learning (ICML 2005), 7-11 August, 2005, Bonn, Germany.

A probabilistic framework for mismatch and profile string kernels.
A. Vinokourov, A. Soklakov and Craig Saunders
In: European Symposium on Artificial Neural Networks 2005, 27 - 29 April 2005, Bruges, Belgium.

A probabilistic framework for mismatch and profile string kernels
A. Vinokourov, Craig Saunders and A. Soklakov
(2005) Technical Report. PASCAL.

Using String Kernels to Identify Famous Performers from their Playing Style
Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer
Machine Learning 2005.

Subspace, Latent Structure and Feature Selection, Statistical and Optimization Perspectives
Craig Saunders, Marko Grobelnik, Steve Gunn and John Shawe-Taylor, ed. (2006) Lecture Notes in Computer Science , Number 3940. Springer . ISBN 3 540 34137 4

Using String Kernels to Identify Famous Performers from their Playing Style
Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer
Intelligent Data Analysis Volume 12, Number 4, 2008.

Kernels for Strings and Graphs
Craig Saunders and Anthony Demco
In: Perspectives of Neural-Symbolic Integration Studies in Computational Intelligence , 77 . (2007) Springer . ISBN 978-3-540-73953-1

Subspace, Latent Structure and Feature Selection techniques
Craig Saunders, Steve Gunn, Marko Grobelnik and John Shawe-Taylor, ed. (2006) Lecture Notes in Computer Science , Volume 3940 . Springer . ISBN 978-3-540-34137-6

Molecular Graph Kernels for Drug Discovery
Craig Saunders and Anthony Demco
In: 6th IARP -TC-15 Workshop on Graphbased Representations in Pattern Recognition, June 11-13, Alicante, Spain.

Graph Kernels for Molecular and Reduced Graphs
Craig Saunders and Anthony Demco
In: UK-QSAR and ChemoInformatics Group, Spring meeting(2007).

Efficient algorithms for max-margin structured classification
Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor
In: Predicting Structured Data Neural Information Processing . (2007) MIT Press , pp. 105-128. ISBN 978-0-262-02617-8

Kernel Methods: A paradigm for Pattern Analysis
Craig Saunders, Nello Cristianini and John Shawe-Taylor
In: Kernel methods in Bio-engineering, Image and Signal Processing (2007) Idea Group Publishing . ISBN 978-1599040431

Kernels for Strings and Graphs
Craig Saunders and Anthony Demco
In: Perspectives of Neural-Symbolic Integration Studies in Computational Intelligence , 77 . (2007) Springer . ISBN 978-3-540-73953-1

Using String Kernels to Identify Famous Performers from their Playing Style
Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer
Intelligent Data Analysis Volume 12, Number 4, 2008.