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Items where Author is "Windeatt, T"

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Number of items: 59.

Article

Smith, RS and Windeatt, T (2015) Facial action unit recognition using multi-class classification Neurocomputing, 150 (PB). pp. 440-448.

Özöğür-Akyüz, S, Windeatt, T and Smith, R (2014) Pruning of Error Correcting Output Codes by optimization of accuracy–diversity trade off Machine Learning.

Dias, K and Windeatt, T (2014) Dynamic ensemble selection and instantaneous pruning for regression used in signal calibration Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8681 L. pp. 475-482.

Duangsoithong, R, Phukpattaranont, P and Windeatt, T (2013) Bootstrap Causal Feature Selection for irrelevant feature elimination BMEiCON 2013 - 6th Biomedical Engineering International Conference.

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

Windeatt, T, Zor, C, Gimelfarb, G, Hancock, E, Imiya, A, Kuijper, A, Kudo, M, Omachi, S, Windeatt, T and Yamada, K (2012) Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, 7626. pp. 701-709.

Gimel'Farb, GL, Hancock, E, Imiya, A, Kudo, M, Kuijper, A, Omachi, S, Windeatt, T and Yamada, K (2012) Preface Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7626 L.

Zor, C, Windeatt, T and Yanikoglu, B (2011) Bias-variance analysis of ECOC and bagging using neural nets pp. 59-73.

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

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, 373/20. pp. 1-20.

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

Windeatt, Terry and Zor, Cemre (2011) Minimising added classification error using walsh coefficients IEEE Transactions on Neural Networks, 22 (8). pp. 1334-1339.

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. pp. 207-216.

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 . pp. 111-118.

Duangsoithong, R and Windeatt, T (2010) Bootstrap feature selection for ensemble classifiers Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6171 L. pp. 28-41.

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

Windeatt, T (2008) Ensemble MLP classifier design Studies in Computational Intelligence, 137. pp. 133-147.

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

Kittler, J, Yusoff, Y, Christmas, W, Windeatt, T and Windridge, D (2001) Boosting multiple experts by joint optimisation of decision thresholds Pattern Recognition and Image Analysis, 11, 3. pp. 529-541.

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). pp. 273-291.

Hilton, A, Illingworth, J and Windeatt, T (1995) Statistics of Surface Curvature Estimates Pattern Recognition, 28, 8. 1201---1221 - 1201---1221.

Conference or Workshop Item

Dias, K and Windeatt, T (2015) Hybrid Dynamic Learning Systems for Regression In: 13th International Work-Conference on Artificial Neural Networks (IWANN), 2015-06-10 - 2015-06-12, Palma de Mallorca, SPAIN.

Dias, K and Windeatt, T (2014) Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration.

Dias, K and Windeatt, T (2014) Dynamic ensemble selection and instantaneous pruning for regression.

Zor, Cemre, Windeatt, Terry and Kittler, Josef (2013) ECOC Pruning using Accuracy, Diversity and Hamming Distance Information In: 21st Signal Processing and Communications Applications Conference (SIU), 2013-04-24 - 2013-04-26, CYPRUS.

Zor, C, Windeatt, T and Kittler, J (2013) ECOC Matrix Pruning Using Accuracy Information.

Zor, C, Yanikoglu, B, Windeatt, T and Alpaydin, E (2010) FLIP-ECOC: A greedy optimization of the ECOC matrix In: 25th International Symposium on Computer and Information Sciences, 2010-09-22 - 2010-09-24, London, UK.

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.

Duangsoithong, R, Windeatt, T, Schwenker, F and ElGayar, N (2010) Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers In: 4th Workshop on Artificial Neural Networks in Pattern Recognition, 2010-04-11 - 2010-04-13, Cairo, EGYPT.

Smith, RS and Windeatt, T (2010) Facial Expression Detection using Filtered Local Binary Pattern Features with ECOC Classifiers and Platt Scaling In: Workshop on Applications of Pattern Analysis, 2010-08-31 - 2010-09-02, Windsor, England.

Hancock, E, Wilson, R, Windeatt, T, Ulusoy, I and Escolano, F (2010) Preface: Lecture Notes in Computer Science: Structural, Syntactic and Statistical Pattern Recognition In: Joint IAPR International Workshop, SSPR&SPR 2010, 2010-08-18 - 2010-08-20, Izmir, Turkey.

Duangsoithong, R and Windeatt, T (2009) Relevance and Redundancy Analysis for Ensemble Classifiers In: 6th International Conference on Machine Learning and Data Mining in Pattern Recognition, 2009-07-23 - 2009-07-25, Leipzig, GERMANY.

Duangsoithong, R and Windeatt, T (2009) Relevant and Redundant Feature Analysis with Ensemble Classification In: 7th International Conference on Advances in Pattern Recognition, 2009-02-04 - 2009-02-06, Indian Statist Inst, Kolkata, INDIA.

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, Dias, K, Prevost, L, Marinai, S and Schwenker, F (2008) Feature ranking ensembles for facial action unit classification In: 3rd IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 2008-07-02 - 2008-07-04, Pierre & Marid Curie Univ, Paris, FRANCE.

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, Prior, M, Haindl, M, Kittler, J and Roli, F (2007) Stopping criteria for ensemble-based feature selection In: 7th International Workshop on Multiple Classifier Systems, 2007-05-23 - 2007-05-25, Prague, CZECH REPUBLIC.

Prior, M and Windeatt, T (2007) An ensemble dependence measure In: 17th International Conference on Artificial Neural Networks (ICANN 2007), 2007-09-09 - 2007-09-13, Oporto, PORTUGAL.

Windeatt, T (2007) Ensemble neural classifier design for face recognition.

Windeatt, T, Prior, M, Effron, N and Intrator, N (2007) Ensemble-based Feature Selection Criteria.

Prior, M and Windeatt, T (2006) Parameter mining using the out-of-bootstrap generalisation error estimate for Stochastic Discrimination and Random Forests In: 18th International Conference on Pattern Recognition (ICPR 2006), 2006-08-20 - 2006-08-24, Hong Kong, PEOPLES R CHINA.

Smith, RS and Windeatt, T (2005) Decoding rules for error correcting output code ensembles In: 6th Intenational Workshop on Multiple Classifier Systems, 2005-06-13 - 2005-06-15, Seaside, CA.

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.

Kittler, J, Ghaderi, R, Windeatt, T and Matas, J (2001) Face identification and verification via ECOC In: 3rd International Conference on Audio- and Video- Based Biometric Person Authentication, 2001-06-06 - 2001-06-08, Halmstad, SWEDEN.

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1996) Building 3D Graphical Models of Complex Objects

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

Hilton, A, Stoddart, AJ, Illingworth, J and Windeatt, T (1994) Automatic inspection of loaded PCB’s using 3D range data

Hilton, A, Illingworth, J and Windeatt, T (1994) Surface Curvature Estimation

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.

Akyuz, S, Windeatt, T and Smith, R Ensemble Pruning via DC Programming

This list was generated on Mon Nov 20 19:10:39 2017 UTC.

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