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A fast separability-based feature selection method for high-dimensional remotely-sensed image classification.
B. Guo, Bob Damper, Steve Gunn and J. Nelson
Article
Item not available online.
(2008)
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A signal theory approach to support vector classification: The sinc kernel
J. D. B. Nelson, Bob Damper, Steve Gunn and B. Guo
Article
Item not available online.
(2009)
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An Artificial Experimenter for Enzymatic Response Characterisation
Chris Lovell, Gareth Jones, Steve Gunn and Klaus-Peter Zauner
Conference or Workshop Item
(18 November 2010)
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Autonomous Experimentation: Active Learning for Enzyme Response Characterisation
Chris Lovell, Gareth Jones, Steve Gunn and Klaus-Peter Zauner
Article
Item not available online.
(28 August 2010)
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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)
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Characterising Enzymes for Information Processing: Towards an Artificial Experimenter
Chris Lovell, Gareth Jones, Steve Gunn and Klaus-Peter Zauner
Conference or Workshop Item
(26 June 2010)
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Class-Specific Subspace Discriminant Analysis for High-Dimensional Data
Charles Bouveyron, S. Girard and Cordelia Schmid
Book Section
Item not available online.
(2006)
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Classifier Combination for Improved Motion Segmentation
Ahmad Al-Mazeed, Mark Nixon and Steve Gunn
Conference or Workshop Item
Item not available online.
(2004)
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Combining a Filter Method with SVMs
Thomas Navin Lal, Olivier Chapelle and Bernhard Schölkopf
Book Section
Item not available online.
(October 2004)
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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)
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Customizing kernel functions for SVM-based hyperspectral image classification
B. Guo, Steve Gunn, Bob Damper and J. D. B. Nelson
Article
Item not available online.
(2008)
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Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares
Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor
Article
Item not available online.
(June 2008)
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Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares.
Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor
Article
Item not available online.
(2008)
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Embedded Methods
Thomas Navin Lal, Olivier Chapelle, J. Weston and A Elisseeff
Book Section
Item not available online.
(20 November 2004)
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Enabling the Discovery of Computational Characteristics of Enzyme Dynamics
Gareth Jones, Chris Lovell, Steve Gunn, Hywel Morgan and Klaus-Peter Zauner
Conference or Workshop Item
Item not available online.
(February 2012)
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Ensemble Algorithms for Feature Selection
Jeremy Rogers and Steve Gunn
Conference or Workshop Item
Item not available online.
(September 2004)
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Exploration and Exploitation in an Artificial Experimenter
Chris Lovell, Klaus-Peter Zauner and Steve Gunn
Conference or Workshop Item
(25 May 2011)
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Feature Extraction: Foundations and Applications
Book
Item not available online.
(2006)
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Feature Selection for Dimensionality Reduction
Dunja Mladenić
Book Section
Item not available online.
(2006)
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Input Uncertainty in Support Vector Machines
Jianqiang Yang and Steve Gunn
Conference or Workshop Item
Item not available online.
(September 2004)
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Learning to Rank Images from Eye Movements
Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Arto Klami, Samuel Kaski and Steve Gunn
Conference or Workshop Item
Item not available online.
(04 October 2009)
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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)
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Memory Reduction Methodology for Distributed Arithmetic Based DWT/ IDWT.
A. Acharyya, K. Maharatna, B. Al-Hashimi and Steve Gunn
Article
Item not available online.
(2008)
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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)
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Signal theory for SVM kernel design with applications to parameter estimation and sequence kernels.
J. D. B. Nelson, Bob Damper, Steve Gunn and B. Guo
Article
Item not available online.
(2008)
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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)
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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)
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Subspace, Latent Structure and Feature Selection techniques
Book
Item not available online.
(2006)
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Subspace, Latent Structure and Feature Selection, Statistical and Optimization Perspectives
Book
Item not available online.
(20 May 2006)
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Towards Improved Theoretical Problems for Autonomous Discovery
Chris Lovell and Steve Gunn
Conference or Workshop Item
Item not available online.
(February 2012)
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