Wainer, Jacques and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2021)
Nested cross-validation when selecting classifiers is overzealous for most practical applications.
Expert Systems with Applications, 182.
ISSN 0957-4174
Middlehurst, Matthew, Large, James, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Bagnall, Anthony
(2021)
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification.
In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020-09-14 - 2020-09-18.
Veevers, Ruth, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Hayward, Steven
ORCID: https://orcid.org/0000-0001-6959-2604
(2020)
Investigation of sequence features of hinge-bending regions in proteins with domain movements using kernel logistic regression.
BMC Bioinformatics, 21.
ISSN 1471-2105
Mohammed, Rekar O. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2017)
Over-Fitting in Model Selection with Gaussian Process Regression.
In:
Machine Learning and Data Mining in Pattern Recognition.
Lecture Notes in Computer Science, 10358
(1).
Springer, pp. 192-205.
ISBN 978-3-319-62415-0
Wainer, Jacques and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2017)
Empirical evaluation of resampling procedures for optimising SVM hyperparameters.
Journal of Machine Learning Research, 18 (15).
pp. 1-35.
ISSN 1532-4435
Guyon, Isabelle, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Bennett, Kristin, Jair Escalente, Hugo, Escalera, Sergio, Ho, Tin Kam, Macia, Nuria, Ray, Bisakha, Saeed, Mehreen, Statnikov, Alexander and Viegas, Evelyne
(2015)
Design of the 2015 ChaLearn AutoML challenge.
In:
Proceedings of International Joint Conference on Neural Networks (IJCNN).
The Institute of Electrical and Electronics Engineers (IEEE).
Saeed, Awat, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Bagnall, Anthony
(2015)
Benchmarking the Semi-Supervised Naïve Bayes Classifier.
In: 2015 International Joint Conference on Neural Networks, 2015-07-12 - 2015-07-17.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Cowtan, Kevin, Way, Robert G., Jacobs, Peter and Jokimäki, Ari
(2015)
On a minimal model for estimating climate sensitivity.
Ecological Modelling, 297.
pp. 20-25.
ISSN 0304-3800
Taylor, D., Cawley, G. ORCID: https://orcid.org/0000-0002-4118-9095 and Hayward, S.
ORCID: https://orcid.org/0000-0001-6959-2604
(2014)
Quantitative method for the assignment of hinge and shear mechanism in protein domain movements.
Bioinformatics, 30 (22).
pp. 3189-3196.
ISSN 1367-4803
Cawley, G.C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, N.L.C.
(2014)
Kernel learning at the first level of inference.
Neural Networks, 53.
pp. 69-80.
ISSN 0893-6080
Taylor, Daniel, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Hayward, Steven
ORCID: https://orcid.org/0000-0001-6959-2604
(2013)
Classification of protein domain movements using Dynamic Contact Graphs.
PLoS One, 8 (11).
ISSN 1932-6203
Zhang, Guang Lan, Ansari, Hifzur Rahman, Bradley, Phil, Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Hertz, Tomer, Hue, Xihao, Jojic, Nebojsa, Kim, Yohan, Kohlbacher, Oliver, Lund, Ole, Lundegaardi, Claus, Magaret, Craig A., Nielsen, Morten, Papadopoulos, Harris, Raghava, G. P. S., Tal, Vider-Shalit, Xue, Li C., Yanover, Chen, Zhu, Shanfeng, Rock, Michael T., Crowe, James E., Panayiotou, Christos, Polycarpou, Marios M., Ducho, Włodzisław and Brusic, Vladimir
(2011)
Machine learning competition in immunology – Prediction of HLA class I binding peptides.
Journal of Immunological Methods, 374 (1-2).
pp. 1-4.
ISSN 0022-1759
Cawley, G ORCID: https://orcid.org/0000-0002-4118-9095
(2011)
Baseline Methods for Active Learning.
In:
JMLR: Workshop and Conference Proceedings 16.
JMLR Workshop and Conference Proceedings, 16
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Microtome, pp. 47-57.
Guyon, I, Cawley, G ORCID: https://orcid.org/0000-0002-4118-9095, Dror, G and Lemaire, V
(2011)
Results of the Active Learning Challenge.
In:
Workshop on Active Learning and Experimental Design.
JMLR Workshop and Conference Proceedings, 16
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Microtome, pp. 19-45.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2010)
On over-fitting in model selection and subsequent selection bias in performance evaluation.
Journal of Machine Learning Research, 11 (70).
pp. 2079-2107.
ISSN 1533-7928
Guyon, Isabelle, Saffari, Amir, Dror, Gideon and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2010)
Model selection: Beyond the Bayesian/frequentist divide.
Journal of Machine Learning Research, 11.
pp. 61-87.
ISSN 1533-7928
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Janacek, G. J.
(2010)
On allometric equations for predicting body mass of dinosaurs.
Journal of Zoology, 280 (4).
pp. 355-361.
ISSN 0952-8369
Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2010)
Some Baseline Methods for the Active Learning Challenge.
In: 13th International Conference on Artificial Intelligence and Statistics, 2010-05-16.
Guyon, Isabelle, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Dror, Gideon and Lemaire, Vincent
(2010)
Design and Analysis of the WCCI 2010 Active Learning Challenge.
In: IEEE/INNS International Joint Conference on Neural Networks, 2010-07-18 - 2010-07-23.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095
(2009)
Causal & non-causal feature selection for ridge regression.
In: Journal of Machine Learning Research: Workshop and Conference Proceedings, 2008-06-01 - 2008-06-06.
Bagnall, A, Cawley, G ORCID: https://orcid.org/0000-0002-4118-9095, Whittley, I, Bull, L, Studley, M, Pettipher, M and Tekiner, F
(2008)
Super Computer Heterogeneous Classifier Meta-Ensembles.
In:
Data Warehousing and Mining: Concepts, Methodologies, Tools and Applications.
IGI Global, pp. 1320-1333.
ISBN 978-1599049519
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2008)
Efficient approximate leave-one-out cross-validation for kernel logistic regression.
Machine Learning, 71 (2-3).
pp. 243-264.
Guyon, Isabelle, Saffari, Amir, Dror, Gideon and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2008)
Analysis of the IJCNN 2007 agnostic learning versus prior knowledge challenge.
Neural Networks, 21 (2-3).
pp. 544-550.
Theobald, B, Cawley, G ORCID: https://orcid.org/0000-0002-4118-9095, Bangham, A and Matthews, I
(2008)
Comparing text-driven and speech-driven visual speech synthesisers.
In: 12th Annual Conference of the International Speech Communication Association, 2011-08-27 - 2011-08-31.
Saadi, Kamel, Talbot, Nicola L. C. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2007)
Optimally regularised kernal Fisher discriminant classification.
Neural Networks, 20 (7).
pp. 832-841.
ISSN 0893-6080
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Janacek, Gareth J., Haylock, Malcolm R. and Dorling, Stephen R.
(2007)
Predictive uncertainty in environmental modelling.
In:
Neural Networks.
Elsevier, pp. 537-549.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2007)
Preventing over-fitting during model selection via Bayesian regularisation of the hyper-parameters.
Journal of Machine Learning Research, 8.
pp. 841-861.
ISSN 1533-7928
Bagnall, Anthony J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Whittley, Ian M., Bull, Larry, Studley, Matthew, Pettipher, Mike and Tekiner, F.
(2007)
Super computer heterogeneous classifier meta-ensembles.
International Journal of Data Warehousing and Mining (IJDWM), 3 (2).
pp. 67-82.
ISSN 1548-3924
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095
(2007)
Model selection for kernel probit regression.
In: European Symposium on Artificial Neural Networks, 2007-04-25 - 2007-04-27.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, N. L. C. and Girolami, M.
(2007)
Sparse multinomial logistic regression via Bayesian L1 regularisation.
In:
Advances in Neural Information Processing Systems.
MIT Press, pp. 209-216.
ISBN 9780262195683
Cawley, Gavin C ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C
(2007)
Agnostic learning versus prior knowledge in the design of kernel machines.
In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Janacek, Gareth J. and Talbot, Nicola L. C.
(2007)
Generalised Kernel Machines.
In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.
Guyon, Isabelle, Saffari, Amir, Dror, Gideon and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2007)
Agnostic learning vs. prior knowledge challenge.
In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095
(2006)
Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs.
In: 2006 International Joint Conference on Neural Networks, 2007-07-16 - 2007-07-21.
Haylock, Malcolm R., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Harpham, Colin, Wilby, Rob L. and Goodess, Clare M.
ORCID: https://orcid.org/0000-0002-7462-4479
(2006)
Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios.
International Journal of Climatology, 26 (10).
pp. 1397-1415.
ISSN 1097-0088
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2006)
Gene selection in cancer classification using sparse logistic regression with Bayesian regularisation.
Bioinformatics, 22 (19).
pp. 2348-2355.
ISSN 1367-4803
Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, NLC, Janacek, GJ and Peck, MW
(2006)
Sparse Bayesian kernel survival analysis for modeling the growth domain of microbial pathogens.
IEEE Transactions on Neural Networks, 17 (2).
pp. 471-481.
ISSN 1045-9227
Bescoby, David J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Chroston, P. Neil
(2006)
Enhanced interpretation of magnetic survey data from archaeological sites using artificial neural networks.
Geophysics, 71 (5).
pp. 45-53.
ISSN 1942-2156
Li, Yunhai, Lee, Kee Khoon, Walsh, Sean, Smith, Caroline, Hadingham, Sophie, Sorefan, Karim, Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Bevan, Michael W.
(2006)
Establishing glucose- and ABA-regulated transcription networks in Arabidopsis by microarray analysis and promoter classification using a Relevance Vector Machine.
Genome Research, 16 (3).
pp. 414-427.
ISSN 1088-9051
Schlink, Uwe, Herbarth, Olf, Richter, Matthias, Dorling, Stephen, Nunnari, Giuseppe, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Pelikan, Emil
(2006)
Statistical models to assess the health effects and to forecast ground-level ozone.
Environmental Modelling and Software, 21 (4).
pp. 547-558.
ISSN 1873-6726
Lee, K. K., Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Bevan, M. W.
(2005)
Sparse Bayesian promoter based gene classification.
In: European Symposium on Artificial Neural Networks, 2005-04-27 - 2005-04-29.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2005)
The evidence framework applied to sparse kernel logistic regression.
Neurocomputing, 64.
pp. 119-135.
ISSN 0925-2312
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2005)
A simple trick for constructing Bayesian formulations of sparse kernel learning methods.
In: 2005 International Joint Conference on Neural Networks, 2005-07-31 - 2005-08-04.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2005)
Constructing Bayesian formulations of sparse kernel learning methods.
Neural Networks, 18 (5-6).
pp. 674-683.
ISSN 0893-6080
Saadi, K., Lee, Kee-Khoon, Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Bevan, M. W.
(2005)
Predicting sugar regulation in Arabidopsis thaliana using kernel learning methods.
In: 2005 International Joint Conference on Neural Networks, 2005-07-31 - 2005-08-04.
Steil, Jochen J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Villmann, Thomas
(2005)
Trends in Neurocomputing at ESANN 2004.
Neurocomputing, 64.
pp. 1-4.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2004)
Fast exact leave-one-out cross-validation of sparse least-squares support vector machines.
Neural Networks, 17 (10).
pp. 1467-1475.
ISSN 0893-6080
Theobald, B, Bangham, JA, Matthews, I and Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095
(2004)
Near-videorealistic synthetic talking faces: Implementation and evaluation.
Speech Communication, 44 (1-4).
pp. 127-140.
ISSN 0167-6393
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, N. L. C.
(2004)
Efficient model selection for kernel logistic regression.
In: 17th International Conference on Pattern Recognition, 2004-08-23 - 2004-08-26.
Saadi, K., Talbot, N. L. C. and Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095
(2004)
Optimally regularised kernel Fisher discriminant analysis.
In: 17th International Conference on Pattern Recognition, 2004-08-23 - 2004-08-26.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, N. L. C.
(2004)
Sparse Bayesian kernel logistic regression.
In: European Symposium on Artificial Neural Networks, 2004-04-28 - 2004-04-30.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, Nicola L. C., Foxall, Robert J., Dorling, Stephen R. and Mandic, Danilo P.
(2004)
Heteroscedastic kernel ridge regression.
Neurocomputing, 57.
pp. 105-124.
ISSN 0925-2312
Bescoby, David J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Chroston, P. Neil
(2004)
Enhanced interpretation of magnetic survey sata using artificial neural networks: A case study from Butrint, Southern Albania.
Archaeological Prospection, 11 (4).
pp. 189-199.
ISSN 1099-0763
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, Nicola L. C., Janacek, Gareth J. and Peck, Mike W.
(2004)
Bayesian Kernel Learning Methods for Parametric Accelerated Life Survival Analysis.
In:
Deterministic and Statistical Methods in Machine Learning.
Lecture Notes in Computer Science, 3635
.
Springer Berlin / Heidelberg, pp. 37-55.
Nunnari, Giuseppe, Dorling, Stephen, Schlink, Uwe, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Foxall, Rob and Chatterton, Tim
(2004)
Modelling SO2 concentration at a point with statistical approaches.
Environmental Modelling & Software, 19 (10).
pp. 887-905.
ISSN 1873-6726
Theobald, BJ, Kruse, SM, Bangham, JA and Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Towards a low bandwidth talking face using appearance models.
Image and Vision Computing, 21 (13-14).
pp. 1117-1124.
ISSN 0262-8856
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2003)
Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers.
Pattern Recognition, 36 (11).
pp. 2585-2592.
ISSN 0031-3203
Cox, Stephen J. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
The Use of Confidence Measures in Vector Based Call-Routing.
In: 8th European Conference on Speech Communication and Technology (EUROSPEECH 2003), 2003-09-01 - 2003-09-04.
Theobald, Barry-John, Bangham, J. Andrew, Matthews, Iain and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Evaluating talking heads based on appearance models.
In: International Conference on Auditory-Visual Speech Processing, 2003-09-04 - 2003-09-07.
Dorling, Stephen R., Foxall, Robert J., Mandic, Danilo P. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Maximum likelihood cost functions for neural network models of air quality data.
Atmospheric Environment, 37 (24).
pp. 3435-3443.
ISSN 1352-2310
Bagnall, AJ and Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Learning classifier systems for data mining: a comparison of XCS with other classifiers for the Forest Cover data set.
In: IEEE/INNS International Joint Conference on Artificial Neural Networks, 2003-07-20 - 2003-07-24.
Bescoby, DJ, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095 and Chroston, PN
(2003)
Interpretation of geophysical surveys of archaeological sites using artificial neural networks.
In: IEEE/INNS International Joint Conference on Artificial Neural Networks, 2003-07-20 - 2003-07-24.
Foxall, R. J., Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Peck, M. W.
(2003)
Modelling the growth domain of Clostridium botulinum via kernel survival analysis.
In: IEEE/INNS International Joint Conference on Artificial Neural Networks, 2003-07-20 - 2003-07-24.
Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Haylock, M, Dorling, SR, Goodess, C
ORCID: https://orcid.org/0000-0002-7462-4479 and Jones, PD
ORCID: https://orcid.org/0000-0001-5032-5493
(2003)
Statistical downscaling with artificial neural networks.
In: European Symposium on Artificial Neural Networks, 2003-04-23 - 2003-04-25.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2003)
Efficient cross-validation of kernel Fisher discriminant classifiers.
In: European Symposium on Artificial Neural Networks, 2003-04-23 - 2003-04-25.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, Nicola L. C., Foxall, Robert J., Dorling, Stephen R. and Mandic, Danilo P.
(2003)
Approximately Unbiased Estimation of Conditional Variance in Heteroscedastic Kernel Ridge Regression.
In: European Symposium on Artificial Neural Networks, 2003-04-23 - 2003-04-25.
Kukkonen, Jaakko, Partanen, Leena, Karppinen, Ari, Ruuskanen, Juhani, Junninen, Heikki, Kolehmainen, Mikko, Niska, Harri, Dorling, Stephen, Chatterton, Tim, Foxall, Rob and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central Helsinki.
Atmospheric Environment, 37 (32).
pp. 4539-4550.
Lan, Yuxuan, Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Harvey, R. W.
ORCID: https://orcid.org/0000-0001-9925-8316
(2003)
Train-spotting: building classifiers for microarrays.
In: IEEE/INNS International Joint Conference on Artificial Neural Networks, 2003-07-20 - 2003-07-24.
Partanen, L, Kukkonen, J, Karppinen, A, Ruuskanen, J, Patama, T, Kolehmainen, M, Dorling, S, Foxall, R and Cawley, G ORCID: https://orcid.org/0000-0002-4118-9095
(2003)
Inter-comparison of neural network, statistical and deterministic models for predicting the concentrations of NO2 and PM10 in urban air.
In:
Proceedings of the 4th International Conference on Urban Air Quality.
Prague, Czech Republic, pp. 277-280.
Schlink, Uwe, Dorling, Stephen R., Pelikan, Emil, Nunnari, Giuseppe, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Junninen, Heikki, Greig, Alison J., Foxall, Rob, Eben, Krystof, Chatterton, Tim, Vondracek, Jiri, Richter, Matthias, Dostal, Michal, Bertucco, Libero, Kolehmainen, Mikko and Doyle, Martin
(2003)
A rigorous inter-comparison of ground-level ozone predictions.
Atmospheric Environment, 37 (23).
pp. 3237-3253.
Theobald, B, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Glauert, JRW, Abider, JA and Matthews, I
(2003)
2.5D Visual Speech Synthesis Using Appearance Models.
In: British Machine Vision Conference, 2005-09-05 - 2005-09-08, Oxford Brookes University.
Theobald, BJ, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Matthews, I and Bangham, JA
(2003)
Near-videorealistic synthetic visual speech using non-rigid appearance models.
In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2003-04-06 - 2003-04-10.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2002)
Improved sparse least-squares support vector machines.
Neurocomputing, 48 (1-4).
pp. 1025-1031.
ISSN 0925-2312
Theobald, Barry J., Bangham, J. Andrew, Matthews, Iain A. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2002)
Towards video realistic synthetic visual speech.
In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2002-05-13 - 2002-05-17.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2002)
Efficient formation of a basis in a kernel induced feature space.
In: European Symposium on Artificial Neural Networks (ESANN 2002), 2002-04-24 - 2002-04-26.
Bosson, Alison, Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Chan, Yi and Harvey, Richard
ORCID: https://orcid.org/0000-0001-9925-8316
(2002)
Non-retrieval: blocking pornographic images.
In:
Image and Video Retrieval.
Lecture Notes in Computer Science, 2383
.
Springer Berlin / Heidelberg, GBR, pp. 50-60.
ISBN 978-3-540-43899-1
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2002)
Reduced rank kernel ridge regression.
Neural Processing Letters, 16 (3).
pp. 293-302.
ISSN 1370-4621
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2002)
A greedy training algorithm for sparse least-squares support vector machines.
In:
Artificial Neural Networks — ICANN 2002.
Lecture Notes in Computer Science, 2415
.
Springer Berlin / Heidelberg, ESP, pp. 681-686.
ISBN 978-3-540-44074-1
Foxall, RJ, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, NLC, Dorling, SR and Mandic, DP
(2002)
Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality.
In:
Proceedings of the European Symposium on Artificial Neural Networks.
Bruges, Belgium, pp. 19-24.
Foxall, Robert J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Dorling, Stephen R. and Mandic, Danilo P.
(2002)
Error functions for prediction of episodes of poor air quality.
In:
Proceedings of the International Confernce on Artificial Neural Networks.
Springer, pp. 1031-1036.
Kukkonen, J, Karppinen, A, Wallenius, L, Ruuskanen, J, Patama, T, Kolehmainen, M, Dorling, SR, Foxall, R, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Mandic, D, Chatterton, T, Zickus, M and Greig, A
(2002)
Evaluation of neural network, statistical and deterministic models against the measured concentrations of NO2, PM10 and PM2.5 in an urban area.
In: 8th International Conference on Harmonisation Within Atmospheric Dispersion Modelling for Regulatory Purposes, 2002-10-01.
Saadi, K., Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, N. L. C.
(2002)
Fast exact leave-one-out cross-validation of least-square support vector machines.
In: European Symposium on Artificial Neural Networks (ESANN 2002), 2002-04-24 - 2002-04-26.
Theobald, B, Bangham, JA, Matthews, I and Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095
(2001)
Visual speech synthesis using statistical models of shape and appearance.
In: International Conference on Auditory-Visual Speech Processing (AVSP-2001), 2001-09-07 - 2001-09-09.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C.
(2001)
Manipulation of prior probabilities in support vector classifications.
In: 2001 International Joint Conference on Neural Networks, 2001-07-15 - 2001-07-19.
Yli-Harja, O, Koivisto, P, Bangham, JA, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Harvey, RW
ORCID: https://orcid.org/0000-0001-9925-8316 and Shmulevich, I
(2001)
Simplified implementation of the recursive median sieve.
Signal Processing, 81 (7).
pp. 1565-1570.
ISSN 0165-1684
Foxall, R. J., Krcmar, I., Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095, Dorling, S. R. and Mandic, D. P.
(2001)
Nonlinear modelling of air pollution time series.
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2001), 2001-05-07 - 2001-05-11.
Cawley, G.C. ORCID: https://orcid.org/0000-0002-4118-9095
(2001)
Efficient sequential minimal optimisation of support vector classifiers.
In: International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA-2001), 2001-04-01.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095
(2001)
Model selection for support vector machines via adaptive step-size tabu search.
In: International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA-2001), 2001-04-01.
Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Dorling, SR, Foxall, RJ and Mandic, DP
(2001)
Estimating the costs associated with worthwhile predictions of poor air quality.
In:
Proceedings of the 5th International Conference on Artificial Neural Networks and Data Mining.
Prague, Czech Republic.
Foxall, R, Krcmar, I, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095, Dorling, SR and Mandic, DP
(2001)
On nonlinear processing of air pollution data.
In:
Proceedings of the 5th International Conference on Artificial Neural Networks and Data Mining.
Prague, Czech Republic.
Theobald, Barry, Bangham, J. Andrew, Kruse, Silko, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Matthews, Iain
(2001)
Towards videorealistic synthetic visual speech.
In:
Uncertainty in Geometric Computations.
The Kluwer International Series in Engineering and Computer Science, 704
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Kluwer Academic Publishers, pp. 175-184.
ISBN 978-0-7923-7309-4
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(2000)
On a fast, compact approximation of the exponential function.
Neural Computation, 12 (9).
pp. 2009-2012.
ISSN 1530-888X
Theobald, Barry, Cox, Stephen, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Milner, Ben
(1999)
Fast method of channel equalisation for speech signals and its implementation on a DSP.
IEE Electronics Letters, 35 (16).
pp. 1309-1311.
ISSN 0013-5194
Talbot, Nicola L. C. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(1997)
A Fast Index Assignment Method for Robust Vector Quantisation of Image Data.
In: I.E.E.E. International Conference on Image Processing (ICIP-97), 1997-10-26 - 1997-10-29.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(1996)
An Improved Vector Quantisation Algorithm for Speech Transmission Over Noisy Channels.
In: International Conference on Spoken Language Processing (ICSLP-96), 1996-10-01.
Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, N. L. C.
(1996)
Fast index assignment algorithm for vector quantisation over noisy transmission channels.
IEE Electronics Letters, 32 (15).
pp. 1343-1344.
ISSN 0013-5194
Cawley, G.C. (1996) The Application of Neural Networks to Phonetic Modelling. Doctoral thesis, University of Essex, Colchester, Essex.
Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Dorling, Stephen R.
(1996)
Reproducing a Subjective Classification Scheme for Atmospheric Circulation Patterns over the United Kingdom using a Neural Network.
In: International Conference on Artificial Neural Networks (ICANN-96), 1996-01-01.
Talbot, Nicola L. C. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095
(1996)
A Quadratic Index Assignment Algorithm for Vector Quantisation over Noisy Transmission Channels.
In: Institute of Acoustics Autumn Conference (Speech and Hearing 96), 1996-01-01.
Lucas, S, Zhao, Z, Cawley, GC ORCID: https://orcid.org/0000-0002-4118-9095 and Noakes, PD
(1993)
On decomposing MLPs.
In: IEEE International Conference on Neural Networks (ICNN-93), 1993-01-01.
Lucas, S., Zhao, Z., Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 and Noakes, P. D.
(1993)
Pattern recognition with the decomposed multilayer perceptron.
IEE Electronics Letters, 29 (5).
pp. 442-443.
ISSN 0013-5194