Items where Research Group is "Data Science and Statistics

B

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

C

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.

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

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

D

de la Iglesia, B. and Rayward-Smith, V. J. (2002) The discovery of interesting nuggets using heuristic Techniques. In: Data Mining: a Heuristic Approach. Idea Group Publishing, London, pp. 72-96. ISBN 978-1930708259

de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2002) Mining rules from a database according to multiple measures of interest. In: MOMH Multiple Objective Metaheuristic Workshop, 2002-11-04 - 2002-11-05.

F

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.

K

Kimball, L. E., Kulinskaya, E., Brown, B., Johnston, C. and Farid, N. R. (2002) Does smoking increase relapse rates in Graves' disease? Journal of Endocrinological Investigation, 25 (2). pp. 152-157. ISSN 0391-4097

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.

P

Palmer, Bernard V., Lockley, John W., Palmer, Robert B. and Kulinskaya, Elena (2002) Improvement in irritable bowel syndrome following ano-rectal surgery. International Journal of Colorectal Disease, 17 (6). pp. 402-411. ISSN 0179-1958

R

Rae, S. and Wang, W. (2002) Predicting osteoporosis from risk factors with data mining ensembles. In: International Osteoporosis Foundation: World Congress on Osteoporosis, 2002-05-10 - 2002-05-14.

Rayward-Smith, V. J., Debuse, J. C. W. and de la Iglesia, B. (2002) The Use of Modern Heuristic Algorithms for Mining Insurance Data. In: Handbook of Data Mining and Knowledge Discovery. Oxford University Press, pp. 849-856. ISBN 978-0195118315

S

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.

Sairam, K., Kulinskaya, E., Boustead, G. B., Hanbury, D. C. and McNicholas, T. A. (2002) Prevalence of undiagnosed prostate cancer in men with erectile dysfunction. BJU International, 89 (3). pp. 261-263. ISSN 1464-4096

Sairam, K., Kulinskaya, E., McNicholas, T. A., Boustead, G. B. and Hanbury, D. C. (2002) Sildenafil influences lower urinary tract symptoms. BJU International, 90 (9). pp. 836-839. ISSN 1464-4096

Sairam, Krishnamurthy, Kulinskaya, Elena, Hanbury, Damian, Boustead, Gregory and McNicholas, Thomas (2002) Oral Sildenafil (Viagra™) in male erectile dysfunction: use, efficacy and safety profile in an unselected cohort presenting to a British district general hospital. BMC Urology, 2. ISSN 1471-2490

T

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.

W

Wang, Wenjia (2002) Quantifying Relevance of Input Features. In: Intelligent Data Engineering and Automated Learning — IDEAL 2002 Third International Conference Manchester, UK, August 12–14, 2002 Proceedings. Lecture Notes in Computer Science, 2412 . Springer Berlin / Heidelberg, pp. 685-695. ISBN 978-3-540-44025-3

Wesselink, Jan-Jaap, de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, James, Stephen A., Dicks, Jo L., Roberts, Ian N. and Rayward-Smith, Vic J. (2002) Determining a unique defining DNA sequence for yeast species using hashing techniques. Bioinformatics, 18 (7). pp. 1004-1010. ISSN 1367-4803

Y

Young, A., Dixey, J., Kulinskaya, E., Cox, N., Davies, P., Devlin, J., Emery, P., Gough, A., James, D., Prouse, P., Williams, P. and Winfield, J. (2002) Which patients stop working because of rheumatoid arthritis? Results of 5 years' follow up in 732 patients from the Early RA Study (ERAS). Annals of the Rheumatic Diseases, 61 (4). pp. 335-340. ISSN 0003-4967