Items where Author is "Windeatt, T"

Windeatt, T and Zor, C (2013) Ensemble Pruning Using Spectral Coefficients IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 24 (4). 673 - 678. ISSN 2162-237X

Windeatt, T and Zor, C (2012) Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients. SSPR/SPR, 7626 . 701 - 709.

Zor, C, Windeatt, T and Yanikoglu, B (2011) Bias-variance analysis of ECOC and bagging using neural nets Studies in Computational Intelligence, 373/2011 . 59 - 73. ISSN 1860-949X

Smith, RS, Bober, M and Windeatt, T (2011) A comparison of random forest with ECOC-based classifiers Lecture Notes in Computer Science: Multiple Classifier Systems, 6713 . 207 - 216.

Windeatt, T, Duangsoithong, R and Smith, R (2011) Embedded feature ranking for ensemble MLP classifiers IEEE Transactions on Neural Networks, 22 (6). 988 - 994. ISSN 1045-9227

Smith, RS and Windeatt, T (2011) Facial Action Unit Recognition using Filtered Local Binary Pattern Features with Bootstrapped and Weighted ECOC Classifiers Studies in Computational Intelligence, 373/2011 . 1 - 20. ISSN 1860-949X

Duangsoithong, R and Windeatt, T (2011) Hybrid correlation and causal feature selection for ensemble classifiers Studies in Computational Intelligence, 373 . 97 - 115. ISSN 1860-949X

Windeatt, T and Zor, C (2011) Minimising added classification error using walsh coefficients IEEE Transactions on Neural Networks, 22 (8). 1334 - 1339. ISSN 1045-9227

Smith, RS and Windeatt, T (2010) Facial Expression Detection using Filtered Local Binary Pattern Features with ECOC Classifiers and Platt Scaling. Journal of Machine Learning Research, Track 11 . 111 - 118. ISSN 1532-4435

Smith, RS and Windeatt, T (2010) A Bias-Variance Analysis of Bootstrapped Class-Separability Weighting for Error-Correcting Output Code Ensembles In: 22nd International Conference on Pattern Recognition (ICPR), 2010-08-23 - 2010-08-26, Istanbul, Turkey.

Smith, RS and Windeatt, T (2010) Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles In: 9th International Workshop on Multiple Classifier Systems, 2010-04-07 - 2010-04-09, Cairo, EGYPT.

Windeatt, T (2009) Weighted decoding ECOC for facial action unit classification Studies in Computational Intelligence, 245 . 59 - 77. ISSN 1860-949X

Smith, RS and Windeatt, T (2009) The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles In: 8th International Workshop on Multiple Classifier Systems, 2009-06-10 - 2009-06-12, Univ Iceland, Reykjavik, ICELAND.

Prior, M and Windeatt, T (2009) Improved Uniformity Enforcement in Stochastic Discrimination In: 8th International Workshop on Multiple Classifier Systems, 2009-06-10 - 2009-06-12, Univ Iceland, Reykjavik, ICELAND.

Zor, C and Windeatt, T (2009) Upper Facial Action Unit Recognition In: 3rd IAPR/IEEE International Conference on Advances in Biometrics, 2009-06-02 - 2009-06-05, Comp Vis Lab, Alghero, ITALY.

Windeatt, T and Dias, K (2008) Ensemble Approaches to Facial Action Unit Classification In: 13th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis and Applications, 2008-09-09 - 2008-09-12, Havana, CUBA.

Windeatt, T (2006) Accuracy/diversity and ensemble MLP classifier design IEEE TRANSACTIONS ON NEURAL NETWORKS, 17 (5). 1194 - 1211. ISSN 1045-9227

Ahmad, K, Casey, M, Vrusias, B, Saragiotis, P, Windeatt, T and Roli, F (2003) Combining multiple modes of information using unsupervised neural classifiers In: 4th International Workshop on Multiple Clasifier Systems (MCS 2003), 2003-06-11 - 2003-06-13, UNIV SURREY, GUILDFORD, ENGLAND.

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1998) Implicit Surface based Geometric Fusion International Journal of Computer Vision and Image Understanding, 69 (3). 273 - 291. ISSN 1752-9131

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1996) Implicit Surface based Geometric Fusion

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1996) Marching Triangles: Range Image Fusion for Complex Object Modelling In: International conference on image processing, 1996-09-16 - 1996-09-19, Lausanne, Switzerland.

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1996) Reconstruction of 3D Delaunay Surface Models of Complex Objects In: International Conference on Systems, Man, and Cybernetics, 1996., IEEE, 1996-10-14 - ?.

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1996) Reliable Surface Reconstruction from Multiple Range Images

Zor, C, Windeatt, T and Yanikoglu,, B Bias-Variance Analysis of ECOC and Bagging Using Neural Nets In: ECML - SUEMA 2010, 2010-09-20 - 2010-09-20, Barcelona, Spain.

Smith, RS and Windeatt, T Facial Action Unit Recognition using Filtered Local Binary Pattern Features with Bootstrapped and Weighted ECOC Classifiers In: Supervised and Unsupervised Ensemble Methods and their Applications, ECML, 2010-09-20 - ?, Barcelona, Spain.

Duangsoithong, D and Windeatt, T Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers In: ECML - SUEMA 2010, 2010-09-20 - 2010-09-20, Barcelona, Spain.

Windeatt, T, Smith, RS and Dias, K Weighted Decoding ECOC for Facial Action Unit Classification In: ECAI - Workshop Supervised and Unsupervised Ensemble Methods, 2008-07-22 - 2008-07-24, Patras Greece.