David R. Hardoon
David R. Hardoon
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Canonical correlation analysis: An overview with application to learning methods
DR Hardoon, S Szedmak, J Shawe-Taylor
Neural computation 16 (12), 2639-2664, 2004
Two view learning: SVM-2K, theory and practice
J Farquhar, D Hardoon, H Meng, J Shawe-Taylor, S Szedmak
Advances in neural information processing systems 18, 2005
Sparse canonical correlation analysis
DR Hardoon, J Shawe-Taylor
Machine Learning 83 (3), 331-353, 2011
Patient classification as an outlier detection problem: an application of the one-class support vector machine
J Mourão-Miranda, DR Hardoon, T Hahn, AF Marquand, SCR Williams, ...
Neuroimage 58 (3), 793-804, 2011
Unsupervised analysis of fMRI data using kernel canonical correlation
DR Hardoon, J Mourao-Miranda, M Brammer, J Shawe-Taylor
NeuroImage 37 (4), 1250-1259, 2007
Multiview fisher discriminant analysis
T Diethe, DR Hardoon, J Shawe-Taylor
NIPS workshop on learning from multiple sources, 2008
Can eyes reveal interest? Implicit queries from gaze patterns
A Ajanki, DR Hardoon, S Kaski, K Puolamäki, J Shawe-Taylor
User Modeling and User-Adapted Interaction 19 (4), 307-339, 2009
Classifying cognitive states of brain activity via one-class neural networks with feature selection by genetic algorithms
O Boehm, DR Hardoon, LM Manevitz
International Journal of Machine Learning and Cybernetics 2 (3), 125-134, 2011
A correlation approach for automatic image annotation
DR Hardoon, C Saunders, S Szedmak, J Shawe-Taylor
International Conference on Advanced Data Mining and Applications, 681-692, 2006
KCCA for different level precision in content-based image retrieval
DR Hardoon, J Shawe-Taylor
Proceedings of third international workshop on content-based multimedia …, 2003
Convergence analysis of kernel canonical correlation analysis: theory and practice
DR Hardoon, J Shawe-Taylor
Machine learning 74 (1), 23-38, 2009
Using string kernels to identify famous performers from their playing style
C Saunders, DR Hardoon, J Shawe-Taylor, G Widmer
European Conference on Machine Learning, 384-395, 2004
Constructing nonlinear discriminants from multiple data views
T Diethe, DR Hardoon, J Shawe-Taylor
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
Learning the semantics of multimedia content with application to web image retrieval and classification
A Vinokourov, DR Hardoon, J Shawe-Taylor
Active learning with extremely sparse labeled examples
S Sun, DR Hardoon
Neurocomputing 73 (16-18), 2980-2988, 2010
Image ranking with implicit feedback from eye movements
DR Hardoon, K Pasupa
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications …, 2010
Information retrieval by inferring implicit queries from eye movements
DR Hardoon, J Shawe-Taylor, A Ajanki, K Puolamäki, S Kaski
Artificial Intelligence and Statistics, 179-186, 2007
Design and generalization analysis of orthogonal matching pursuit algorithms
Z Hussain, J Shawe-Taylor, DR Hardoon, C Dhanjal
IEEE Transactions on information theory 57 (8), 5326-5341, 2011
Data analytics and predictive analytics in the era of big data
A Shi‐Nash, DR Hardoon
Internet of things and data analytics handbook, 329-345, 2017
Getting started with business analytics: insightful decision-making
DR Hardoon, G Shmueli
CRC Press, 2013
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