Items where Research Group is "Data Science and AI

Article

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

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

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.

Kulinskaya, E., Staudte, R. G. and Gao, H. (2003) Power approximations in testing for unequal means in a one-way ANOVA weighted for unequal variances. Communications in Statistics: Theory and Methods, 32 (12). pp. 2353-2371. ISSN 0361-0926

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, 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

Book Section

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.

Reynolds, Alan P., Dicks, Jo L., Roberts, Ian N., Wesselink, Jan-Jap, de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Robert, Vincent, Boekhout, Teun and Rayward-Smith, Victor J. (2003) Algorithms for Identification Key Generation and Optimization with Application to Yeast Identification. In: Applications of Evolutionary Computing. Lecture Notes in Computer Science, 2611 . Springer, pp. 95-104. ISBN 978-3-540-00976-4

de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826, Wesselink, J. J., Rayward-Smith, V. J., Dicks, J. L., Roberts, I. N., Roberts, V. and Boekhout, T. (2003) Developing Classification Techniques from Biological Databases using Simulated Annealing. In: Metaheuristics: Computer Decision-Making. Applied Optimization, 86 . Kluwer Academic Publishers, pp. 347-368. ISBN 978-1-4020-7653-4

Monograph

Bagnall, AJ, Janacek, GJ and Zhang, M (2003) Clustering Time Series from Mixture Polynomial Models with Discretised Data. Working Paper. University of East Anglia.

Conference or Workshop Item

Abanumy, AN, Al-Badi, A and Mayhew, P (2003) An exploratory Study of E-Government in two GCC Countries. In: International Business Information Management Conference, General Theme: e-business and organizations in the 21st Century, 2003-12-16 - 2003-12-18.

Al-Badi, A and Mayhew, P (2003) Towards a Comprehensive Usability Framework for Global Websites. In: International Business Information Management Conference, General Theme: e-business and organizations in the 21st Century, 2003-12-16 - 2003-12-18.

Al-Solbi, A. and Mayhew, P. (2003) A Comparison of E-Readiness Assessment Tools with Particular Emphasis on their Relevance to Developing Countries. In: International Business Information Mangagement conference IBIMA'03. General Theme: e-business and organisations in the 21st Century, 2003-12-16 - 2003-12-18.

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.

Bagnall, AJ, Janacek, GJ, de la Iglesia, B ORCID: https://orcid.org/0000-0003-2675-5826 and Zhang, M (2003) Clustering Time Series from Mixture Polynomial Models with Discretised Data. In: 2nd Australasian Data Mining Workshop, 2003-12-08.

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.

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.

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.

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.

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.

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.

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.

de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826, Philpott, M. S., Bagnall, A. J. and Rayward-Smith, V. J. (2003) Data Mining Rules Using Multi-Objective Evolutionary Algorithms. In: 2003 IEEE Congress on Evolutionary Computation, 2003-12-08 - 2003-12-12.