Terry Windeatt

According to our database, Terry Windeatt authored at least 78 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Adversarial Detection by Approximation of Ensemble Boundary.

Terry Windeatt

CoRR, 2022

2021

A unifying approach on bias and variance analysis for classification.

Cemre Zor, Terry Windeatt

CoRR, 2021

2019

Approximation of Ensemble Boundary Using Spectral Coefficients.

Terry Windeatt, Cemre Zor, Necati Cihan Camgöz

IEEE Trans. Neural Networks Learn. Syst., 2019

2018

Optimising Ensemble of Two-Class classifiers using Spectral Analysis.

Terry Windeatt

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2016

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

Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

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

Süreyya Özögür-Akyüz, Terry Windeatt, Raymond S. Smith

Mach. Learn., 2015

Facial action unit recognition using multi-class classification.

Raymond S. Smith, Terry Windeatt

Neurocomputing, 2015

Hybrid Dynamic Learning Systems for Regression.

Kaushala Dias, Terry Windeatt

Proceedings of the Advances in Computational Intelligence, 2015

Ensemble Learning with Dynamic Ordered Pruning for Regression.

Kaushala Dias, Terry Windeatt

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration.

Kaushala Dias, Terry Windeatt

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Dynamic ensemble selection and instantaneous pruning for regression.

Kaushala Dias, Terry Windeatt

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Ensemble Pruning Using Spectral Coefficients.

Terry Windeatt, Cemre Zor

IEEE Trans. Neural Networks Learn. Syst., 2013

ECOC pruning using accuracy, diversity and Hamming distance information.

Cemre Zor, Terry Windeatt, Josef Kittler

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

ECOC Matrix Pruning Using Accuracy Information.

Cemre Zor, Terry Windeatt, Josef Kittler

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012

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

Terry Windeatt, Cemre Zor

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

2011

Bias-Variance Analysis of ECOC and Bagging Using Neural Nets.

Cemre Zor, Terry Windeatt, Berrin A. Yanikoglu

Proceedings of the Ensembles in Machine Learning Applications, 2011

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

Raymond S. Smith, Terry Windeatt

Proceedings of the Ensembles in Machine Learning Applications, 2011

Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers.

Rakkrit Duangsoithong, Terry Windeatt

Proceedings of the Ensembles in Machine Learning Applications, 2011

Minimising Added Classification Error Using Walsh Coefficients.

Terry Windeatt, Cemre Zor

IEEE Trans. Neural Networks, 2011

Embedded Feature Ranking for Ensemble MLP Classifiers.

Terry Windeatt, Rakkrit Duangsoithong, Raymond S. Smith

IEEE Trans. Neural Networks, 2011

A Comparison of Random Forest with ECOC-Based Classifiers.

Raymond S. Smith, M. Bober, Terry Windeatt

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

2010

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

Raymond S. Smith, Terry Windeatt

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

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

Raymond S. Smith, Terry Windeatt

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

FLIP-ECOC: A Greedy Optimization of the ECOC Matrix.

Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin

Proceedings of the Computer and Information Sciences, 2010

Bootstrap Feature Selection for Ensemble Classifiers.

Rakkrit Duangsoithong, Terry Windeatt

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

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

Raymond Stuart Smith, Terry Windeatt

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers.

Rakkrit Duangsoithong, Terry Windeatt

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010

2009

Weighted Decoding ECOC for Facial Action Unit Classification.

Terry Windeatt

Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009

Relevance and Redundancy Analysis for Ensemble Classifiers.

Rakkrit Duangsoithong, Terry Windeatt

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

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

Raymond S. Smith, Terry Windeatt

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Improved Uniformity Enforcement in Stochastic Discrimination.

Matthew Prior, Terry Windeatt

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Upper Facial Action Unit Recognition.

Cemre Zor, Terry Windeatt

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Relevant and Redundant Feature Analysis with Ensemble Classification.

Rakkrit Duangsoithong, Terry Windeatt

Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

2008

Ensemble MLP Classifier Design.

Terry Windeatt

Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008

Ensemble Approaches to Facial Action Unit Classification.

Terry Windeatt, Kaushala Dias

Proceedings of the Progress in Pattern Recognition, 2008

Feature Ranking Ensembles for Facial Action Unit Classification.

Terry Windeatt, Kaushala Dias

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Ensemble-based Feature Selection Criteria.

Terry Windeatt, Matthew Prior, Niv Effron, Nathan Intrator

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Stopping Criteria for Ensemble-Based Feature Selection.

Terry Windeatt, Matthew Prior

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

An Ensemble Dependence Measure.

Matthew Prior, Terry Windeatt

Proceedings of the Artificial Neural Networks, 2007

Ensemble neural classifier design for face recognition.

Terry Windeatt

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Accuracy/Diversity and Ensemble MLP Classifier Design.

Terry Windeatt

IEEE Trans. Neural Networks, 2006

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

Matthew Prior, Terry Windeatt

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Diversity measures for multiple classifier system analysis and design.

Terry Windeatt

Inf. Fusion, 2005

Decoding Rules for Error Correcting Output Code Ensembles.

Raymond S. Smith, Terry Windeatt

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

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

Matthew Prior, Terry Windeatt

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

2004

Decision Tree Simplification For Classifier Ensembles.

Terry Windeatt, Gholamreza Ardeshir

Int. J. Pattern Recognit. Artif. Intell., 2004

Spectral Measure for Multi-class Problems.

Terry Windeatt

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Diversity/Accuracy and Ensemble Classifier Design.

Terry Windeatt

Proceedings of the 17th International Conference on Pattern Recognition, 2004

ECOC and Boosting with Multi-Layer Perceptrons.

Simon Hauger, Terry Windeatt

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Vote counting measures for ensemble classifiers.

Terry Windeatt

Pattern Recognit., 2003

Face verification via error correcting output codes.

Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas

Image Vis. Comput., 2003

Coding and decoding strategies for multi-class learning problems.

Terry Windeatt, Reza Ghaderi

Inf. Fusion, 2003

Spectral Coefficients and Classifier Correlation.

Terry Windeatt, Reza Ghaderi, Gholamreza Ardeshir

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

2002

Boosted Tree Ensembles for Solving Multiclass Problems.

Terry Windeatt, Gholamreza Ardeshir

Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Tree Pruning for Output Coded Ensembles.

Terry Windeatt, Gholamreza Ardeshir

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Recursive Partitioning Technique for Combining Multiple Classifiers.

Terry Windeatt

Neural Process. Lett., 2001

Binary labelling and decision-level fusion.

Terry Windeatt, Reza Ghaderi

Inf. Fusion, 2001

Least Squares and Estimation Measures via Error Correcting Output Code.

Reza Ghaderi, Terry Windeatt

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

An Empirical Comparison of Pruning Methods for Ensemble Classifiers.

Terry Windeatt, Gholamreza Ardeshir

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Face Verification Using Error Correcting Output Codes.

Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Face Verification via ECOC.

Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas

Proceedings of the British Machine Vision Conference 2001, 2001

Face Identification and Verification via ECOC.

Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000

Classifier Instability and Partitioning.

Terry Windeatt

Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

Circular ECOC: A Theoretical and Experimental Analysis.

Reza Ghaderi, Terry Windeatt

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Spectral partitioning for boundary estimation.

Terry Windeatt

Proceedings of the International Joint Conference Neural Networks, 1999

AdaBoost and neural networks.

Terry Windeatt, Reza Ghaderi

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Implicit Surface-Based Geometric Fusion.

Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt

Comput. Vis. Image Underst., 1998

An MRF approach for interpreting thermochromic paint.

Andrew Griffin, Terry Windeatt, Andrew J. Stoddart, Josef Kittler, Robert C. Crida

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Spectral technique for hidden layer neural network training.

Terry Windeatt, Robert Tebbs

Pattern Recognit. Lett., 1997

Strategies for combining classifiers employing shared and distinct pattern representations.

Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt

Pattern Recognit. Lett., 1997

Weighting Factors in Multiple Expert Fusion.

Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt

Proceedings of the British Machine Vision Conference 1997, 1997

1996

Analytical feature extraction and spectral summation.

Terry Windeatt, Robert Tebbs

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Techniques for the interpretation of thermal paint coated samples.

Andrew Griffin, Josef Kittler, Terry Windeatt, Jiri Matas

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Marching triangles: range image fusion for complex object modelling.

Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Reliable Surface Reconstructiuon from Multiple Range Images.

Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt

Proceedings of the Computer Vision, 1996

1995

Statistics of surface curvature estimates.

Adrian Hilton, John Illingworth, Terry Windeatt

Pattern Recognit., 1995

Optimal parameter selection for derivative estimation from range images.

Andrew J. Stoddart, John Illingworth, Terry Windeatt

Image Vis. Comput., 1995

1993

Vanishing point detection.

A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt

Image Vis. Comput., 1993