PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameSteve R Gunn
TitleProfessor
SiteUniversity of Southampton
StatusResearcher
Tel+44 23 8059 2338
Fax+44 23 8059 4498
WWWwww.ecs.soton.ac.uk/~srg

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Information Retrieval & Textual Information Access
Multimodal Integration
User Modelling for Computer Human Interaction
Publications

Number of records: 16.

Band Selection for Hyperspectral Image Classification using Mutual Information Baofeng Guo, Steve Gunn, Bob Damper and James Nelson Article Item not available online. (October 2006)
Class-Specific Subspace Discriminant Analysis for High-Dimensional Data Charles Bouveyron, S. Girard and Cordelia Schmid Book Section Item not available online. (2006)
Classifier Combination for Improved Motion Segmentation Ahmad Al-Mazeed, Mark Nixon and Steve Gunn Conference or Workshop Item Item not available online. (2004)
Combining a Filter Method with SVMs Thomas Navin Lal, Olivier Chapelle and Bernhard Schölkopf Book Section Item not available online. (October 2004)
Cooperative Information Sharing to Improve Distributed Learning Partha Dutta, Srinandan Dasmahapatra, Steve Gunn, Nick Jennings and Luc Moreau Conference or Workshop Item Item not available online. (June 2004)
Embedded Methods Thomas Navin Lal, Olivier Chapelle, J. Weston and A Elisseeff Book Section Item not available online. (20 November 2004)
Ensemble Algorithms for Feature Selection Jeremy Rogers and Steve Gunn Conference or Workshop Item Item not available online. (September 2004)
Feature Extraction: Foundations and Applications Book Item not available online. (2006)
Feature Selection for Dimensionality Reduction Dunja Mladenić Book Section Item not available online. (2006)
Input Uncertainty in Support Vector Machines Jianqiang Yang and Steve Gunn Conference or Workshop Item Item not available online. (September 2004)
Machine Learning Can Improve Prediction of Severity in Acute Pancreatitis using Admission Values of APACHE II Score and C-Reactive Protein. Callum Pearce, Steve Gunn, Adil Ahmed and Colin Johnson Article Item not available online. (January 2006)
Result Analysis of the NIPS 2003 Feature Selection Challenge Isabelle Guyon, Steve Gunn, Asa Ben-Hur and Gideon Dror Conference or Workshop Item Item not available online. (December 2004)
Signal Theory for SVM Kernel Parameter Estimation James Nelson, Bob Damper, Steve Gunn and Baofeng Guo Conference or Workshop Item Item not available online. (September 2006)
Sparse Feature Extraction using Generalised Partial Least Squares Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Conference or Workshop Item Item not available online. (September 2006)
Subspace, Latent Structure and Feature Selection techniques Book Item not available online. (2006)
Subspace, Latent Structure and Feature Selection, Statistical and Optimization Perspectives Book Item not available online. (20 May 2006)

This list was generated on Mon Dec 1 21:25:46 GMT 2008.