Items where Research Group is "Data Science and AI

A

Alotaibi, K., Rayward-Smith, V.J., Wang, W. and De La Iglesia, B. ORCID: https://orcid.org/0000-0003-2675-5826 (2012) Non-linear dimensionality reduction for privacy-preserving data classification. In: Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. UNSPECIFIED, pp. 694-701. ISBN 9780769548487

B

Bagnall, A, Davis, L, Hills, J and Lines, J ORCID: https://orcid.org/0000-0002-1496-5941 (2012) Transformation Based Ensembles for Time Series Classification. In: SIAM International Conference on Data Mining, 2012-04-26 - 2012-04-28.

D

Davis, Luke M., Theobald, Barry-John and Bagnall, Anthony (2012) Automated bone age assessment using feature extraction. In: Intelligent Data Engineering and Automated Learning - IDEAL 2012. Lecture Notes in Computer Sciences, 7435 . Springer, pp. 43-51.

Davis, Luke M., Theobald, Barry-John, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Toms, Andoni and Bagnall, Anthony (2012) On the segmentation and classification of hand radiographs. International Journal of Neural Systems, 22 (5). pp. 1250020-1250036. ISSN 0129-0657

G

Gorgoraptis, Nikos, Mah, Yee-Haur, Machner, Bjoern, Singh-Curry, Victoria, Malhotra, Paresh, Hadji-Michael, Maria, Cohen, David, Simister, Robert, Nair, Ajoy, Kulinskaya, Elena, Ward, Nick, Greenwood, Richard and Husain, Masud (2012) The effects of the dopamine agonist rotigotine on hemispatial neglect following stroke. Brain, 135 (8). pp. 2478-2491. ISSN 0006-8950

Graves, Daniel, Noppen, Joost and Pedrycz, Witold (2012) Clustering with proximity knowledge and relational knowledge. Pattern Recognition, 45 (7). pp. 2633-2644.

H

Harrison, Richard, Birchall, Roger, Mann, Dave and Wang, Wenjia (2012) Novel consensus approaches to the reliable ranking of features for seabed imagery classification. International Journal of Neural Systems, 22 (6). ISSN 0129-0657

Hills, Jon, Davis, Luke M. and Bagnall, Anthony (2012) Interestingness Measures for Fixed Consequent Rules. Lecture Notes in Computer Sciences, 7435. pp. 68-75. ISSN 0302-9743

K

Kulinskaya, E, Dollinger, M and Bjorkestol, K (2012) On the moments of Cochran's Q statistic under the null hypothesis; with application to the metal-analysis of risk difference. Research Synthesis Methods, 2 (4). pp. 254-270. ISSN 1759-2887

L

Lines, J ORCID: https://orcid.org/0000-0002-1496-5941, Davis, L, Hills, J and Bagnall, A (2012) A Shapelet Transform for Time Series Classification. In: 18th International Conference on Knowledge Discovery in Data and Data Mining, 2012-08-12 - 2012-08-16.

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2012) Alternative quality measures for time series shapelets. Lecture Notes in Computer Sciences, 7435. pp. 475-483. ISSN 0302-9743

Livesey, John A., Manning, Richard A., Meek, John H., Jackson, James E., Kulinskaya, Elena, Laffan, Michael A. and Shovlin, Claire L. (2012) Low serum iron levels are associated with elevated plasma levels of coagulation factor VIII and pulmonary emboli/deep venous thromboses in replicate cohorts of patients with hereditary haemorrhagic telangiectasia. Thorax, 67 (4). pp. 328-333. ISSN 0040-6376

M

Meyer, Rosan, Kulinskaya, Elena, Briassoulis, George, Taylor, Rachel M., Cooper, Mehrengise, Pathan, Nazima and Habibi, Parviz (2012) The challenge of developing a new predictive formula to estimate energy requirements in ventilated critically ill children. Nutrition in Clinical Practice, 27 (5). pp. 669-676. ISSN 1941-2452

R

Richards, Graeme and Wang, Wenjia (2012) What influences the accuracy of decision tree ensembles? Journal of Intelligent Information Systems, 39 (3). pp. 627-650. ISSN 0925-9902

W

Waddams Price, Catherine, Brazier, Karl and Wang, Wenjia (2012) Objective and subjective measures of fuel poverty. Energy Policy, 49. pp. 33-39. ISSN 0301-4215

Y

Younsi, Reda and Bagnall, Anthony (2012) An efficient randomised sphere cover classifier. International Journal of Data Mining, Modelling and Management, 4 (2). pp. 156-171. ISSN 1759-1163