Items where Research Group is "Data Science and AI

Published

Abaci, H., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Moore, A., Burness, L. and Forgiel, L. (2012) Practical energy saving and power-workload proportionality in a campus environment. In: 2012 IEEE Green Technologies Conference. The Institute of Electrical and Electronics Engineers (IEEE), USA. ISBN 978-1-4673-0968-4

Alade, Temitope, Osman, Hassan and Ndula, Miranda (2012) In-building DAS for high data rate indoor mobile communication. In: IEEE 75th Vehicular Technology Conference, VTC Spring 2012 - Proceedings. IEEE Vehicular Technology Conference . UNSPECIFIED, JPN. ISBN 9781467309905

Alade, Temitope, Zhu, Huiling and Osman, Hassan (2012) Performance evaluation of das for inter-floor wireless communications. In: 2012 IEEE International Conference on Communications, ICC 2012. IEEE International Conference on Communications . UNSPECIFIED, CAN, pp. 4788-4792. ISBN 9781457720529

Alade, Temitope, Zhu, Huiling and Osman, Hassan (2012) Performance evaluation of in-building DAS for high data rate wireless transmission. In: 2012 IEEE Wireless Communications and Networking Conference, WCNC 2012. IEEE Wireless Communications and Networking Conference, WCNC . UNSPECIFIED, FRA, pp. 759-764. ISBN 9781467304375

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

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.

Bashar, A., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Scotney, B. and Nauck, D. (2012) Performance analysis of Bayesian Networks-based distributed Call Admission Control for NGN. In: Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012. The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1214-1220. ISBN 978-1-4673-0267-8

Blair, A., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, Morrow, P., Scotney, B., McConnell, A., Appleby, S. and Nilsson, M. (2012) Realtime utilisation of cloud storage. In: 2012 1st IEEE International Conference on Cloud Networking, CLOUDNET 2012 - Proceedings. The Institute of Electrical and Electronics Engineers (IEEE), FRA, pp. 188-190. ISBN 978-1-4673-2797-8

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

Gao, Gang, Penney, Graeme, Ma, Yingliang ORCID: https://orcid.org/0000-0001-5770-5843, Gogin, Nicolas, Cathier, Pascal, Arujuna, Aruna, Morton, Geraint, Caulfield, Dennis, Gill, Jaswinder, Aldo Rinaldi, C., Hancock, Jane, Redwood, Simon, Thomas, Martyn, Razavi, Reza, Gijsbers, Geert and Rhode, Kawal (2012) Registration of 3D trans-esophageal echocardiography to X-ray fluoroscopy using image-based probe tracking. Medical Image Analysis, 16 (1). pp. 38-49.

Ginks, Matthew R., Duckett, Simon G., Kapetanakis, Stamatis, Bostock, Julian, Hamid, Shoaib, Shetty, Anoop, Ma, Yingliang ORCID: https://orcid.org/0000-0001-5770-5843, Rhode, Kawal S., Carr-White, Gerald S., Razavi, Reza S. and Rinaldi, C. Aldo (2012) Multi-site left ventricular pacing as a potential treatment for patients with postero-lateral scar: Insights from cardiac magnetic resonance imaging and invasive haemodynamic assessment. Europace, 14 (3). 373–379. ISSN 1532-2092

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.

Gruenewald, Stefan, Koolen, Jack H., Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2012) The size of 3-compatible, weakly compatible split systems. Journal of Applied Mathematics and Computing, 40 (1-2). pp. 249-259.

Hallett, Shane, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally, McConnell, Aaron and Majeed, Basim (2012) Cloud-based Healthcare: Towards a SLA Compliant Network Aware Solution for Medical Image Processing. In: Cloud Computing 2012: The Third International Conference on Cloud Computing, GRIDs, and Virtualization. IARIA, FRA, pp. 219-223.

Harding, Philip and Milner, Ben (2012) Enhancing Speech by Reconstruction from Robust Acoustic Features. In: Interspeech, 2012-09-01.

Harding, Philip and Milner, Ben (2012) On the use of Machine Learning Methods for Speech and Voicing Classification. In: Interspeech, 2012-09-01.

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

Housden, R. J., Arujuna, A., Ma, Y. ORCID: https://orcid.org/0000-0001-5770-5843, Nijhof, N., Gijsbers, G., Bullens, R., O’Neill, M., Cooklin, M., Rinaldi, C. A., Gill, J., Kapetanakis, S., Hancock, J., Thomas, M., Razavi, R. and Rhode, K. S. (2012) Evaluation of a real-time hybrid three-dimensional echo and X-ray imaging system for guidance of cardiac catheterisation procedures. In: Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science . Springer, 25–32. ISBN 978-3-642-33417-7

Housden, R. J., Ma, Y. ORCID: https://orcid.org/0000-0001-5770-5843, Arujuna, A., Nijhof, N., Cathier, P., Gijsbers, G., Bullens, R. and Rhode, K. S. (2012) Spatial compounding of trans-esophageal echo volumes using X-ray probe tracking. In: Proceedings - International Symposium on Biomedical Imaging. The Institute of Electrical and Electronics Engineers (IEEE), pp. 1092-1095. ISBN 19457928 19458452

Koolen, Jack H., Lesser, Alice, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2012) Injective optimal realizations of finite metric spaces. Discrete Mathematics, 312 (10). pp. 1602-1610. ISSN 1872-681X

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

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

Liu, Niansheng, Guo, Donghui and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2012) Complexity of chaotic binary sequence and precision of its numerical simulation. Nonlinear Dynamics, 67. pp. 549-556. ISSN 1573-269X

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

Luo, C., Ward, P., Cameron, S., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132 and McClean, S. (2012) Communication provision for a team of remotely searching UAVs: A mobile relay approach. In: 2012 IEEE Globecom Workshops, GC Wkshps 2012. The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1544-1549. ISBN 978-1-4673-4942-0

Ma, Ying Liang ORCID: https://orcid.org/0000-0001-5770-5843, Shetty, Anoop K., Duckett, Simon, Etyngier, Patrick, Gijsbers, Geert, Bullens, Roland, Schaeffter, Tobias, Razavi, Reza, Rinaldi, Christopher A. and Rhode, Kawal S. (2012) An integrated platform for image-guided cardiac resynchronization therapy. Physics in Medicine and Biology, 57 (10). ISSN 0031-9155

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Karim, Rashed, Housden, R. James, Gijsbers, Geert, Bullens, Roland, Rinaldi, Christopher Aldo, Razavi, Reza, Schaeffter, Tobias and Rhode, Kawal S. (2012) Cardiac unfold: A novel technique for image-guided cardiac catheterization procedures. In: Information Processing in Computer-Assisted Interventions. Lecture Notes in Computer Science . Springer, 104–114. ISBN 978-3-642-30617-4

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, King, Andy P., Gogin, Nicolas, Gijsbers, Geert, Rinaldi, C. A., Gill, Jaswinder, Razavi, Reza and Rhode, Kawal S. (2012) Clinical evaluation of respiratory motion compensation for anatomical roadmap guided cardiac electrophysiology procedures. IEEE Transactions on Biomedical Engineering, 59 (1). pp. 122-131. ISSN 0018-9294

McClean, Sally, Scotney, Bryan, Patterson, Timothy, Morrow, Philip and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2012) Fusion of data and knowledge for safe UAV landing. International Journal of Software and Informatics, 6 (3). pp. 381-398. ISSN 1673-7288

McConnell, A., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Morrow, P. and Scotney, B. (2012) A SLA-compliant Cloud resource allocation framework for N-tier applications. In: 2012 1st IEEE International Conference on Cloud Networking, CLOUDNET 2012 - Proceedings. The Institute of Electrical and Electronics Engineers (IEEE), FRA, pp. 41-45. ISBN 978-1-4673-2797-8

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

Nair, Nithyia G., Morrow, Philip J. and Parr, Gerard P. ORCID: https://orcid.org/0000-0002-9365-9132 (2012) Framework for a self-managed wireless sensor cloud for critical event management. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 102 LNICST. pp. 15-29.

Newman, Jacob L. and Cox, Stephen J. (2012) Language identification using visual features. IEEE Transactions on Audio, Speech and Language Processing, 20 (7). pp. 1936-1947.

Panayiotou, Maria, King, Andrew P., Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Rinaldi, C. Aldo, Gill, J., Cooklin, Michael, O'Neil, Mark and Rhode, Kawal S. (2012) Automatic image-based retrospective gating of interventional cardiac X-ray images. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. The Institute of Electrical and Electronics Engineers (IEEE), pp. 4970-4973. ISBN 1557170X

Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Hailes, Steve, How, Jonathan P., McGeehan, Joe and Guo, Y. Jay (2012) Guest editorial: Communications challenges and dynamics for unmanned autonomous vehicles. IEEE Journal on Selected Areas in Communications, 30 (5). pp. 849-851.

Patterson, Timothy, McClean, Sally, Morrow, Philip and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2012) Modelling safe landing zone detection options to assist in safety critical UAV decision making. Procedia Computer Science, 10. pp. 1146-1151. ISSN 1877-0509

Peoples, C., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Scotney, B., Morrow, P., Chaudhari, S.K. and Theja, R. (2012) An energy aware network management approach using server profiling in 'green' clouds. In: Proceedings - IEEE 2nd Symposium on Network Cloud Computing and Applications, NCCA 2012. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 17-24. ISBN 978-1-4673-5581-0

Peoples, Cathryn, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally and Morrow, Philip (2012) Green Networks and Communications. Wiley.

Peoples, Cathryn, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally and Morrow, Philip (2012) Green Networks/Communications. In: Harnessing Green IT. Wiley. ISBN 978-1119970057

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Oleshchuk, Vladimir A., Li, Frank Y. and Sulistyo, Selo (2012) FoSBaS: A bi-directional secrecy and collusion resilience key management scheme for BANs. In: 2012 IEEE Wireless Communications and Networking Conference (WCNC), 2012-04-01 - 2012-04-04.

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Zadorozhny, Vladimir, Oleshchuk, Vladimir A. and Li, Frank Y. (2012) An Efficient, Robust, and Scalable Trust Management Scheme for Unattended Wireless Sensor Networks. In: UNSPECIFIED.

Rhode, Kawal, Ma, Yingliang ORCID: https://orcid.org/0000-0001-5770-5843, Housden, James, Karim, Rashed, Rinaldi, C. Aldo, Cooklin, Michael, Gill, Jaswinder, O'Neill, Mark, Schaeffter, Tobias, Relan, Jatin, Sermesant, Maxime, Delingette, Hervé, Ayache, Nicolas, Krüger, Martin, Schulze, Walther, Seemann, Gunnar, Dössel, Olaf and Razavi, Reza (2012) Clinical applications of image fusion for electrophysiology procedures. In: Proceedings - International Symposium on Biomedical Imaging. UNSPECIFIED, pp. 1435-1438. ISBN 19457928 19458452

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

Shetty, Anoop K., Duckett, Simon G., Ginks, Matthew R., Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Sohal, Manav, Bostock, Julian, Kapetanakis, Stamatis, Singh, Jagmeet P., Rhode, Kawal S., Wright, Matthew, O'Neill, Mark D., Gill, Jaswinder S., Carr-White, Gerald, Razavi, Reza and Rinaldi, Christopher Aldo (2012) Cardiac magnetic resonance-derived anatomy, scar, and dyssynchrony fused with fluoroscopy to guide LV lead placement in cardiac resynchronization therapy: a comparison with acute haemodynamic measures and echocardiographic reverse remodelling. European Heart Journal-Cardiovascular Imaging, 14 (7). 692–699. ISSN 2047-2404

Shetty, Anoop K., Duckett, Simon G., Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Kapetanakis, Stamatis, Ginks, Matthew, Bostock, Julian, Carr-White, Gerald, Rhode, Kawal, Razavi, Reza and Rinaldi, C. Aldo (2012) The acute hemodynamic response to LV pacing within individual branches of the coronary sinus using a quadripolar lead. Pacing and Clinical Electrophysiology, 35 (2). pp. 196-203. ISSN 0147-8389

Sithole, Ernest, McClean, Sally, Scotney, Bryan, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Moore, Adrian and Dawson, Stephen (2012) Simulation model driven performance evaluation for enterprise applications. In: Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques. UNSPECIFIED.

Teacy, W.T.L., Chalkiadakis, G., Farinelli, A., Rogers, A., Jennings, N.R., McClean, S. and Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132 (2012) Decentralized Bayesian reinforcement learning for online agent collaboration. In: 11th International Conference on Autonomous Agents and Multiagent Systems 2012, AAMAS 2012: Innovative Applications Track. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), ESP, pp. 312-319.

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

Yerima, Suleiman Y., Parr, Gerard P. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally L. and Morrow, Philip J. (2012) Adaptive measurement-based policy-driven QoS management with fuzzy-rule-based resource allocation. Future Internet, 4 (3). pp. 646-671. ISSN 1999-5903

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