Terry Windeatt

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 5

Top Topics

Spectral Analysis

Error Correcting Output Codes

Ensemble Selection

Improve Its Efficiency

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Terry Windeatt
Adversarial Detection by Approximation of Ensemble Boundary. CoRR (2022)
Cemre Zor, Terry Windeatt
A unifying approach on bias and variance analysis for classification. CoRR (2021)
Terry Windeatt, Cemre Zor, Necati Cihan Camgöz
Approximation of Ensemble Boundary Using Spectral Coefficients. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Terry Windeatt
Optimising Ensemble of Two-Class classifiers using Spectral Analysis. ICPR (2018)
Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin
BeamECOC: A local search for the optimization of the ECOC matrix. ICPR (2016)
Kaushala Dias, Terry Windeatt
Hybrid Dynamic Learning Systems for Regression. IWANN (2) (2015)
Süreyya Özögür-Akyüz, Terry Windeatt, Raymond S. Smith
Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off. Mach. Learn. 101 (1-3) (2015)
Raymond S. Smith, Terry Windeatt
Facial action unit recognition using multi-class classification. Neurocomputing 150 (2015)
Kaushala Dias, Terry Windeatt
Ensemble Learning with Dynamic Ordered Pruning for Regression. ESANN (2015)
Kaushala Dias, Terry Windeatt
Dynamic ensemble selection and instantaneous pruning for regression. ESANN (2014)
Kaushala Dias, Terry Windeatt
Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration. ICANN (2014)
Cemre Zor, Terry Windeatt, Josef Kittler
ECOC Matrix Pruning Using Accuracy Information. MCS (2013)
Cemre Zor, Terry Windeatt, Josef Kittler
ECOC pruning using accuracy, diversity and Hamming distance information. SIU (2013)
Terry Windeatt, Cemre Zor
Ensemble Pruning Using Spectral Coefficients. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Terry Windeatt, Cemre Zor
Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients. SSPR/SPR (2012)
Terry Windeatt, Cemre Zor
Minimising Added Classification Error Using Walsh Coefficients. IEEE Trans. Neural Networks 22 (8) (2011)
Raymond S. Smith, M. Bober, Terry Windeatt
A Comparison of Random Forest with ECOC-Based Classifiers. MCS (2011)
Terry Windeatt, Rakkrit Duangsoithong, Raymond S. Smith
Embedded Feature Ranking for Ensemble MLP Classifiers. IEEE Trans. Neural Networks 22 (6) (2011)
Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin
FLIP-ECOC: A Greedy Optimization of the ECOC Matrix. ISCIS (2010)
Raymond S. Smith, Terry Windeatt
Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles. MCS (2010)
Raymond S. Smith, Terry Windeatt
Facial Expression Detection using Filtered Local Binary Pattern Features with ECOC Classifiers and Platt Scaling. WAPA (2010)
Rakkrit Duangsoithong, Terry Windeatt
Bootstrap Feature Selection for Ensemble Classifiers. ICDM (2010)
Raymond Stuart Smith, Terry Windeatt
A Bias-Variance Analysis of Bootstrapped Class-Separability Weighting for Error-Correcting Output Code Ensembles. ICPR (2010)
Rakkrit Duangsoithong, Terry Windeatt
Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers. ANNPR (2010)
Raymond S. Smith, Terry Windeatt
The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles. MCS (2009)
Cemre Zor, Terry Windeatt
Upper Facial Action Unit Recognition. ICB (2009)
Rakkrit Duangsoithong, Terry Windeatt
Relevant and Redundant Feature Analysis with Ensemble Classification. ICAPR (2009)
Rakkrit Duangsoithong, Terry Windeatt
Relevance and Redundancy Analysis for Ensemble Classifiers. MLDM (2009)
Matthew Prior, Terry Windeatt
Improved Uniformity Enforcement in Stochastic Discrimination. MCS (2009)
Terry Windeatt, Kaushala Dias
Ensemble Approaches to Facial Action Unit Classification. CIARP (2008)
Terry Windeatt, Kaushala Dias
Feature Ranking Ensembles for Facial Action Unit Classification. ANNPR (2008)
Terry Windeatt, Matthew Prior, Niv Effron, Nathan Intrator
Ensemble-based Feature Selection Criteria. MLDM Posters (2007)
Terry Windeatt
Ensemble neural classifier design for face recognition. ESANN (2007)
Terry Windeatt, Matthew Prior
Stopping Criteria for Ensemble-Based Feature Selection. MCS (2007)
Matthew Prior, Terry Windeatt
An Ensemble Dependence Measure. ICANN (1) (2007)
Terry Windeatt
Accuracy/Diversity and Ensemble MLP Classifier Design. IEEE Trans. Neural Networks 17 (5) (2006)
Matthew Prior, Terry Windeatt
Parameter Tuning using the Out-of-Bootstrap Generalisation Error Estimate for Stochastic Discrimination and Random Forests. ICPR (2) (2006)
Matthew Prior, Terry Windeatt
Over-Fitting in Ensembles of Neural Network Classifiers Within ECOC Frameworks. Multiple Classifier Systems (2005)
Terry Windeatt
Diversity measures for multiple classifier system analysis and design. Inf. Fusion 6 (1) (2005)
Raymond S. Smith, Terry Windeatt
Decoding Rules for Error Correcting Output Code Ensembles. Multiple Classifier Systems (2005)
Terry Windeatt, Gholamreza Ardeshir
Decision Tree Simplification For Classifier Ensembles. Int. J. Pattern Recognit. Artif. Intell. 18 (5) (2004)
Simon Hauger, Terry Windeatt
ECOC and Boosting with Multi-Layer Perceptrons. ICPR (3) (2004)
Terry Windeatt
Diversity/Accuracy and Ensemble Classifier Design. ICPR (3) (2004)
Terry Windeatt
Spectral Measure for Multi-class Problems. Multiple Classifier Systems (2004)
Terry Windeatt, Reza Ghaderi, Gholamreza Ardeshir
Spectral Coefficients and Classifier Correlation. Multiple Classifier Systems (2003)
Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas
Face verification via error correcting output codes. Image Vis. Comput. 21 (13-14) (2003)
Terry Windeatt
Vote counting measures for ensemble classifiers. Pattern Recognit. 36 (12) (2003)
Terry Windeatt, Reza Ghaderi
Coding and decoding strategies for multi-class learning problems. Inf. Fusion 4 (1) (2003)
Terry Windeatt, Gholamreza Ardeshir
Boosted Tree Ensembles for Solving Multiclass Problems. Multiple Classifier Systems (2002)
Terry Windeatt, Gholamreza Ardeshir
Tree Pruning for Output Coded Ensembles. ICPR (2) (2002)
Terry Windeatt, Reza Ghaderi
Binary labelling and decision-level fusion. Inf. Fusion 2 (2) (2001)
Terry Windeatt, Gholamreza Ardeshir
An Empirical Comparison of Pruning Methods for Ensemble Classifiers. IDA (2001)
Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas
Face Verification Using Error Correcting Output Codes. CVPR (1) (2001)
Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas
Face Identification and Verification via ECOC. AVBPA (2001)
Terry Windeatt
Recursive Partitioning Technique for Combining Multiple Classifiers. Neural Process. Lett. 13 (3) (2001)
Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas
Face Verification via ECOC. BMVC (2001)
Reza Ghaderi, Terry Windeatt
Least Squares and Estimation Measures via Error Correcting Output Code. Multiple Classifier Systems (2001)
Reza Ghaderi, Terry Windeatt
Circular ECOC: A Theoretical and Experimental Analysis. ICPR (2000)
Terry Windeatt
Classifier Instability and Partitioning. Multiple Classifier Systems (2000)
Terry Windeatt, Reza Ghaderi
AdaBoost and neural networks. ESANN (1999)
Terry Windeatt
Spectral partitioning for boundary estimation. IJCNN (1999)
Andrew Griffin, Terry Windeatt, Andrew J. Stoddart, Josef Kittler, Robert C. Crida
An MRF approach for interpreting thermochromic paint. ICPR (1998)
Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt
Implicit Surface-Based Geometric Fusion. Comput. Vis. Image Underst. 69 (3) (1998)
Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt
Weighting Factors in Multiple Expert Fusion. BMVC (1997)
Terry Windeatt, Robert Tebbs
Spectral technique for hidden layer neural network training. Pattern Recognit. Lett. 18 (8) (1997)
Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt
Strategies for combining classifiers employing shared and distinct pattern representations. Pattern Recognit. Lett. 18 (11-13) (1997)
Terry Windeatt, Robert Tebbs
Analytical feature extraction and spectral summation. ICPR (1996)
Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt
Marching triangles: range image fusion for complex object modelling. ICIP (2) (1996)
Adrian Hilton, Andrew J. Stoddart, John Illingworth, Terry Windeatt
Reliable Surface Reconstructiuon from Multiple Range Images. ECCV (1) (1996)
Andrew Griffin, Josef Kittler, Terry Windeatt, Jiri Matas
Techniques for the interpretation of thermal paint coated samples. ICPR (1996)
Andrew J. Stoddart, John Illingworth, Terry Windeatt
Optimal parameter selection for derivative estimation from range images. Image Vis. Comput. 13 (8) (1995)
Adrian Hilton, John Illingworth, Terry Windeatt
Statistics of surface curvature estimates. Pattern Recognit. 28 (8) (1995)
Andrew J. Stoddart, John Illingworth, Terry Windeatt
Optimal Parameter Selection for Derivative Estimation from Range Images. BMVC (1994)
Adrian Hilton, John Illingworth, Terry Windeatt
Statistics of surface curvature estimates. ICPR (1) (1994)
A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt
Vanishing point detection. Image Vis. Comput. 11 (4) (1993)
A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt
Vanishing Point Detection. BMVC (1992)