Terry Windeatt

发表

Multi-class learning and error-correcting code sensitivity

Reza Ghaderi, Terry Windeatt, 2000 .

Analytical feature extraction and spectral summation

Terry Windeatt, Robert Tebbs, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Diversity measures for multiple classifier system analysis and design

Terry Windeatt, T. Windeatt, 2004, Inf. Fusion.

Facial Expression Detection using Filtered Local Binary Pattern Features with ECOC Classifiers and Platt Scaling

Terry Windeatt, Raymond S. Smith, T. Windeatt, 2010, WAPA.

Decision Tree Simplification For Classifier Ensembles

Terry Windeatt, Gholamreza Ardeshir, T. Windeatt, 2004, Int. J. Pattern Recognit. Artif. Intell..

Bootstrap Feature Selection for Ensemble Classifiers

Terry Windeatt, Rakkrit Duangsoithong, 2010, ICDM.

Implicit Surface-Based Geometric Fusion

Adrian Hilton, Terry Windeatt, Andrew J. Stoddart, 1998, Comput. Vis. Image Underst..

Facial action unit recognition using multi-class classification

Terry Windeatt, Raymond S. Smith, T. Windeatt, 2015, Neurocomputing.

Strategies for combining classifiers employing shared and distinct pattern representations

Josef Kittler, Terry Windeatt, S. A. Hojjatoleslami, 1997, Pattern Recognit. Lett..

Binary codes for multiclass decision combining

Reza Ghaderi, Terry Windeatt, 2000, SPIE Defense + Commercial Sensing.

Least Squares and Estimation Measures via Error Correcting Output Code

Reza Ghaderi, Terry Windeatt, 2001, Multiple Classifier Systems.

Structural, Syntactic, and Statistical Pattern Recognition

Atsushi Imiya, Arjan Kuijper, Shinichiro Omachi, 2012, Lecture Notes in Computer Science.

Boosted Tree Ensembles for Solving Multiclass Problems

Terry Windeatt, Gholamreza Ardeshir, 2002, Multiple Classifier Systems.

Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings

Edwin R. Hancock, Francisco Escolano, Richard C. Wilson, 2010, SSPR/SPR.

Reliable Surface Reconstructiuon from Multiple Range Images

Adrian Hilton, Terry Windeatt, John Illingworth, 1996, ECCV.

ECOC and boosting with multi-layer perceptrons

Terry Windeatt, Simon Hauger, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Multiple Classifier Systems

Josef Kittler, Gerhard Goos, Juris Hartmanis, 2004, Lecture Notes in Computer Science.

Spectral Measure for Multi-class Problems

Terry Windeatt, T. Windeatt, 2004, Multiple Classifier Systems.

Diversity/accuracy and ensemble classifier design

Terry Windeatt, 2004, ICPR 2004.

Optimising Ensemble of Two-Class classifiers using Spectral Analysis

Terry Windeatt, T. Windeatt, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Vanishing point detection

Josef Kittler, Maria Petrou, Terry Windeatt, 1993, Image Vis. Comput..

ECOC Matrix Pruning Using Accuracy Information

Josef Kittler, Terry Windeatt, Cemre Zor, 2013, MCS.

Optimal parameter selection for derivative estimation from range images

Terry Windeatt, Andrew J. Stoddart, John Illingworth, 1995, Image Vis. Comput..

Vote counting measures for ensemble classifiers

Terry Windeatt, T. Windeatt, 2003, Pattern Recognit..

Building 3D Graphical Models of Complex Objects

Adrian Hilton, Terry Windeatt, John Illingworth, 1996 .

Vanishing point detection

Josef Kittler, Maria Petrou, Terry Windeatt, 1993, Image and Vision Computing.

Statistics of surface curvature estimates

Adrian Hilton, Terry Windeatt, John Illingworth, 1994, Proceedings of 12th International Conference on Pattern Recognition.

Circular ECOC. A theoretical and experimental analysis

Reza Ghaderi, Terry Windeatt, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

A unifying approach on bias and variance analysis for classification pdf

Terry Windeatt, Cemre Zor, 2021, ArXiv.

Bias-Variance Analysis of ECOC and Bagging Using Neural Nets

Terry Windeatt, Berrin A. Yanikoglu, Cemre Zor, 2011, Ensembles in Machine Learning Applications.

Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers

Terry Windeatt, Rakkrit Duangsoithong, T. Windeatt, 2011, Ensembles in Machine Learning Applications.

Relevant and Redundant Feature Analysis with Ensemble Classification

Terry Windeatt, Rakkrit Duangsoithong, T. Windeatt, 2009, 2009 Seventh International Conference on Advances in Pattern Recognition.

Pruning of Error Correcting Output Codes by optimization of accuracy–diversity trade off

Terry Windeatt, Raymond S. Smith, Süreyya Özögür-Akyüz, 2014, Machine Learning.

An MRF approach for interpreting thermochromic paint

Josef Kittler, Terry Windeatt, Andrew J. Stoddart, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

FLIP-ECOC: A Greedy Optimization of the

Ethem Alpaydin, Terry Windeatt, 2010 .

Multiple Classifier Systems

J. van Leeuwen, Jan van Leeuwen, Fabio Roli, 2003, Lecture Notes in Computer Science.

Ensemble MLP Classifier Design

Terry Windeatt, T. Windeatt, 2008, Computational Intelligence Paradigms.

Coding and decoding strategies for multi-class learning problems

Reza Ghaderi, Terry Windeatt, T. Windeatt, 2003, Inf. Fusion.

Improved Uniformity Enforcement in Stochastic Discrimination

Terry Windeatt, Matthew Prior, 2009, MCS.

Preface: Lecture Notes in Computer Science: Structural, Syntactic and Statistical Pattern Recognition

Edwin R. Hancock, Francisco Escolano, Richard C. Wilson, 2010 .

ECOC pruning using accuracy, diversity and Hamming distance information

Josef Kittler, Terry Windeatt, Cemre Zor, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition

Edwin R. Hancock, Francisco Escolano, Ilkay Ulusoy, 2010 .

Binary Strings and multiclass learning problems

Reza Ghaderi, Terry Windeatt, 2003 .

Ensemble Pruning Using Spectral Coefficients

Terry Windeatt, Cemre Zor, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Face Verification via ECOC

Jiri Matas, Josef Kittler, Reza Ghaderi, 2001, BMVC.

Dynamic ensemble selection and instantaneous pruning for regression

Terry Windeatt, Kaushala Dias, 2014, ESANN.

A Bias-Variance Analysis of Bootstrapped Class-Separability Weighting for Error-Correcting Output Code Ensembles

Terry Windeatt, Raymond S. Smith, 2010, 2010 20th International Conference on Pattern Recognition.

Upper Facial Action Unit Recognition

Terry Windeatt, Cemre Zor, T. Windeatt, 2009, ICB.

Boosted ECOC ensembles for face recognition

Terry Windeatt, G. Ardeshir, T. Windeatt, 2003 .

Ensemble neural classifier design for face recognition

Terry Windeatt, 2007, ESANN.

Optimal Parameter Selection for Derivative Estimation from Range Images

Terry Windeatt, Andrew J. Stoddart, John Illingworth, 1994, BMVC.

AdaBoost and neural networks

Reza Ghaderi, Terry Windeatt, 1999, ESANN.

Spectral Coefficients and Classifier Correlation

Reza Ghaderi, Terry Windeatt, Gholamreza Ardeshir, 2003, Multiple Classifier Systems.

Weighted Decoding ECOC for Facial Action Unit Classification

Terry Windeatt, T. Windeatt, 2009, Applications of Supervised and Unsupervised Ensemble Methods.

An Ensemble Dependence Measure

Terry Windeatt, Matthew Prior, 2007, ICANN.

Automatic inspection of loaded PCBs using 3D range data

Adrian Hilton, Terry Windeatt, John Illingworth, 1994, Electronic Imaging.

The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles

Terry Windeatt, Raymond S. Smith, T. Windeatt, 2009, MCS.

Ensemble Approaches to Facial Action Unit Classification

Terry Windeatt, Kaushala Dias, 2008, CIARP.

Face verification via error correcting output codes

Jiri Matas, Josef Kittler, Reza Ghaderi, 2003, Image Vis. Comput..

Relevance and Redundancy Analysis for Ensemble Classifiers

Terry Windeatt, Rakkrit Duangsoithong, T. Windeatt, 2009, MLDM.

ECOC and boosting with multi-layer perceptrons

Terry Windeatt, S. Hauger, 2004, ICPR 2004.

Code Selection for Output Coding

Reza Ghaderi, Terry Windeatt, T. Windeatt, 2002 .

Over-Fitting in Ensembles of Neural Network Classifiers Within ECOC Frameworks

Terry Windeatt, Matthew Prior, 2005, Multiple Classifier Systems.

Stopping Criteria for Ensemble-Based Feature Selection

Terry Windeatt, Matthew Prior, 2007, MCS.

Multiple classifier systems : 4th International Workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings

Fabio Roli, Terry Windeatt, 2003 .

Accuracy/Diversity and Ensemble MLP Classifier Design

Terry Windeatt, T. Windeatt, 2006, IEEE Transactions on Neural Networks.

Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers

Terry Windeatt, Rakkrit Duangsoithong, T. Windeatt, 2010, ANNPR.

A Comparison of Random Forest with ECOC-Based Classifiers

M. Bober, Terry Windeatt, Raymond S. Smith, 2011, MCS.

Multiple classifier systems : 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004 : proceedings

Fabio Roli, Josef Kittler, Terry Windeatt, 2004 .

Parameter Tuning using the Out-of-Bootstrap Generalisation Error Estimate for Stochastic Discrimination and Random Forests

Terry Windeatt, Matthew Prior, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Spectral partitioning for boundary estimation

Terry Windeatt, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Ensemble Learning with Dynamic Ordered Pruning for Regression

Terry Windeatt, Kaushala Dias, 2015, ESANN.

Statistics of surface curvature estimates

Adrian Hilton, Terry Windeatt, John Illingworth, 1994, Proceedings of 12th International Conference on Pattern Recognition.

Face Identification and Verification via ECOC

Jiri Matas, Josef Kittler, Reza Ghaderi, 2001, AVBPA.

Minimising Added Classification Error Using Walsh Coefficients

Terry Windeatt, Cemre Zor, 2011, IEEE Transactions on Neural Networks.

An Empirical Comparison of Pruning Methods for Ensemble Classifiers

Terry Windeatt, Gholamreza Ardeshir, T. Windeatt, 2001, IDA.

FLIP-ECOC: A Greedy Optimization of the ECOC Matrix

Ethem Alpaydin, Terry Windeatt, Berrin A. Yanikoglu, 2010, ISCIS.

Embedded Feature Ranking for Ensemble MLP Classifiers

Terry Windeatt, Raymond S. Smith, Rakkrit Duangsoithong, 2011, IEEE Transactions on Neural Networks.

Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients

Terry Windeatt, Cemre Zor, T. Windeatt, 2012, SSPR/SPR.

Spectral technique for hidden layer neural network training

Terry Windeatt, Robert Tebbs, T. Windeatt, 1997, Pattern Recognit. Lett..

Face verification using error correcting output codes

Jiri Matas, Josef Kittler, Reza Ghaderi, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

Diversity/accuracy and ensemble classifier design

Terry Windeatt, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles

Terry Windeatt, Raymond S. Smith, 2010, MCS.

Feature Ranking Ensembles for Facial Action Unit Classification

Terry Windeatt, Kaushala Dias, 2008, ANNPR.

BeamECOC: A local search for the optimization of the ECOC matrix

Josef Kittler, Ethem Alpaydin, Terry Windeatt, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Facial Action Unit Recognition Using Filtered Local Binary Pattern Features with Bootstrapped and Weighted ECOC Classifiers

Terry Windeatt, Raymond S. Smith, T. Windeatt, 2011, Ensembles in Machine Learning Applications.

Weighting Factors in Multiple Expert Fusion

Josef Kittler, Terry Windeatt, S. A. Hojjatoleslami, 1997, BMVC.

Classifier Instability and Partitioning

Terry Windeatt, 2000, Multiple Classifier Systems.

Tree pruning for output coded ensembles

Terry Windeatt, Gholamreza Ardeshir, 2002, Object recognition supported by user interaction for service robots.

Decoding Rules for Error Correcting Output Code Ensembles

Terry Windeatt, Raymond S. Smith, T. Windeatt, 2005, Multiple Classifier Systems.

Techniques for the interpretation of thermal paint coated samples

Jiri Matas, Josef Kittler, Terry Windeatt, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Recursive Partitioning Technique for Combining Multiple Classifiers

Terry Windeatt, 2004, Neural Processing Letters.

Ensemble-based Feature Selection Criteria

Nathan Intrator, Terry Windeatt, Matthew Prior, 2007, MLDM Posters.

Marching triangles: range image fusion for complex object modelling

Adrian Hilton, Terry Windeatt, Andrew J. Stoddart, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Binary labelling and decision-level fusion

Reza Ghaderi, Terry Windeatt, T. Windeatt, 2001, Inf. Fusion.

Reconstruction of 3D Delaunay surface models of complex objects

Adrian Hilton, Terry Windeatt, John Illingworth, 1996, 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929).