Items where Author is "Cawley, Gavin"

Published

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 . 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 . 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 . 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, 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.

Cawley, G.C. (1996) The Application of Neural Networks to Phonetic Modelling. Doctoral thesis, University of Essex, Colchester, Essex.

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