Items where Research Group is "Data Science and AI

A

Al-Solbi, Ali N. and Mayhew, Pam J. (2006) Improving e-Readiness Tools for Assessing e-Readiness in Developing Countries. In: IADIS International Conference e-Commerce, 2006-12-09 - 2006-12-11.

Al-Solbi, Ali Nasser and Mayhew, Pam J. (2006) An Investigation of Critical Success E-Readiness Assessment Factors in Saudi Arabia. In: 7th International Business Information Management Association (IBIMA) Conference, 2006-12-14 - 2006-12-16.

B

Bagnall, AJ, Whittley, IM, Janacek, GJ, Kemsley, K, Studley, M and Bull, L (2006) A Comparison of DWT/PAA and DFT for Time Series Classification. In: 2006 International Conference on Data Mining, 2006-06-26 - 2006-06-29.

Bagnall, AJ, Whittley, IM, Studley, M, Pettipher, M, Tekiner, F and Bull, L (2006) Variance Stabilizing Regression Ensembles for Environmental Models. In: International Joint Conference on Neural Networks (IJCNN '06), 2006-01-01.

Bagnall, Anthony and Toft, Iain E. (2006) Autonomous adaptive agents for single seller sealed bid auctions. Journal of Autonomous Agents and Multi-Agent Systems, 12 (3). pp. 259-292. ISSN 1387-2532

Bagnall, Anthony J., Ratanamahatan, Chotirat, Keogh, Eamonn, Lonardi, Stefano and Janacek, Gareth J. (2006) A bit level representation for time series data mining with shape based similarity. Data Mining and Knowledge Discovery, 13 (1). pp. 11-40. ISSN 1384-5810

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

Bian, S. and Wang, W. (2006) Investigation on Diversity in Homogeneous and Heterogeneous Ensembles. In: 2006 International Joint Conference on Neural Networks, 2007-07-16 - 2007-07-21.

C

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.

Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, N. L. C., Janacek, G. J. and Peck, M. W. (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

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

D

de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826, Richards, G., Philpott, M. S. and Rayward-Smith, V. J. (2006) The application and effectiveness of a multi-objective metaheuristic algorithm for partial classification. European Journal of Operational Research, 169 (3). pp. 898-917. ISSN 0377-2217

G

Gardiner, H. M., Pasquini, L., Wolfenden, J., Kulinskaya, E., Li, W. and Henein, M. (2006) Increased periconceptual maternal glycosolated haemoglobin in diabetic mothers reduces fetal long axis cardiac function. Heart, 92 (8). pp. 1125-1130. ISSN 1355-6037

Gardiner, Helena M., Pasquini, Lucia, Wolfenden, Joanne, Barlow, Anna, Li, Wei, Kulinskaya, Elena and Henein, Michael (2006) Myocardial tissue Doppler and long axis function in the fetal heart. International Journal of Cardiology, 113 (1). pp. 39-47. ISSN 1874-1754

Guile, G., Rae, S., Young, A. and Wang, W. (2006) What can we learn from follow-up DEXA scans? Osteoporosis International, 17 (4). p. 422. ISSN 0937-941X

H

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

K

Kulinskaya, E. and Staudte, R. G. (2006) Interval estimates of weighted effect sizes in the one-way heteroscedastic ANOVA. British Journal of Mathematical and Statistical Psychology, 59 (1). pp. 97-111. ISSN 0007-1102

L

Lai, H. K., Bayer-Oglesby, L., Colvile, R., Götschi, T., Jantunen, M. J., Künzli, N., Kulinskaya, E., Schweizer, C. and Nieuwenhuijsen, M. J. (2006) Determinants of indoor air concentrations of PM2.5, black smoke and NO2 in six European cities (EXPOLIS study). Atmospheric Environment, 40 (7). pp. 1299-1313. ISSN 1352-2310

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

Lord, David, Bell, G. D., Gray, A, Quine, A, Bowles, J, Romaya, C, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Reynolds, Alan and Rayward-Smith, Vic (2006) Sedation for gastrointestinal endoscopic procedures in the elderly: Getting safer but still not nearly safe enough. The British Society of Gastroenterology Website.

M

Marrable, Scott and Mayhew, Pam (2006) Introducing IT purchased from third party vendors. In: International Business Informatics Challenge (IBIC), 2006-09-01.

R

Reynolds, A. P., Richards, G., de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 and Rayward-Smith, V. J. (2006) Clustering rules: A comparison of partitioning and hierarchical clustering algorithms. Journal of Mathematical Modelling and Algorithms, 5 (4). pp. 475-504. ISSN 1570-1166

Reynolds, A. P. and de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 (2006) Rule Induction Using Multi-Objective Metaheuristics: Encouraging Rule Diversity. In: 2006 International Joint Conference on Neural Networks, 2007-07-16 - 2007-07-21.

Richards, G., Brazier, K. J. and Wang, W. (2006) Feature salience definition and estimation and its use in feature subset selection. Intelligent Data Analysis, 10 (1). pp. 3-21. ISSN 1088-467X

Richards, G. and Wang, W. (2006) Investigations on the Characteristics of Random Decision Tree Ensembles. In: International Joint Conference on Neural Networks, 2006-07-16 - 2006-07-21.

S

Saad, F., de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 and Bell, G. D. (2006) Comparison of Documents Classification Techniques to Classify Medical Reports. In: Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science, 3918 . Springer Berlin / Heidelberg, pp. 285-291. ISBN 978-3-540-33206-0

Saad, F. H., de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 and Bell, G. D. (2006) Effect of Document Representation on the Performance of Medical Document Classification. In: 2006 International Conference on Data Mining, 2006-06-26 - 2006-06-29.

Saad, F.H., de la Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 and Bell, G. D. (2006) A Comparison of Two Document Clustering Approaches for Clustering Medical Documents. In: 2006 International Conference on Data Mining, 2006-06-26 - 2006-06-29.

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

Stanway, Susannah J., Purohit, Atul, Woo, L. W. Lawrence, Sufi, Saulat, Vigushin, David, Ward, Rebecca, Wilson, Richard H., Stanczyk, Frank Z., Dobbs, Nicola, Kulinskaya, Elena, Elliott, Moira, Potter, Barry V. L., Reed, Michael J. and Coombes, R. Charles (2006) Phase I study of STX 64 (667 Coumate) in breast cancer patients: The first study of a steroid sulphatase inhibitor. Clinical Cancer Research, 12 (5). pp. 1585-1592. ISSN 1078-0432

W

Wang, W., Rae, S. and Richards, G. (2006) Hybrid Data Mining Ensemble for Identifying Osteoporosis Risk Factors and Likelihood. Osteoporosis International, 17. p. 409. ISSN 0937-941X

Whittley, IM, Bagnall, AJ, Bull, L, Pettipher, M, Studley, M and Tekiner, F (2006) Attribute Selection Methods for Filtered Attribute Subspace based Bagging with Injected Randomness (FASBIR). In: Feature Selection for Data Mining Workshop, Part of the 2006 SIAM Conference on Data Mining, 2006-04-22.

Z

Zatuchna, Z and Bagnall, AJ (2006) Modelling of Temperament in an Associative Reinforcement Learning Agent. In: Symposium on Associative Learning and Reinforcement Learning at Adaptation in Artificial and Biological Systems (AISB'06), 2006-01-01.

Zatuchna, Z and Bagnall, AJ (2006) A Reinforcement Learning Agent with Associative Perception. In: Symposium on Associative Learning and Reinforcement Learning at Adaptation in Artificial and Biological Systems (AISB'06), 2006-01-01.