Items where Research Group is "Data Science and AI

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Abaci, H., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Moore, A. and Krug, L. (2016) Using genetic algorithms to optimise dynamic power saving in communication links subject to quality of service requirements. Sustainable Computing: Informatics and Systems, 10. pp. 1-19.

Alharbi, Zahyah, Cornford, James, Dolder, Liam and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2016) Using data mining techniques to predict students at risk of poor performance. In: SAI Computing Conference (SAI), 2016. The Institute of Electrical and Electronics Engineers (IEEE), GBR. ISBN 9781467384612

Althobaiti, Maha M. and Mayhew, Pam (2016) Assessing the Usability of Learning Management System: User Experience Study. In: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. E-Learning, E-Education, and Online Training . UNSPECIFIED, pp. 9-18.

Althobaiti, Maha M. and Mayhew, Pam (2016) Usable security of authentication process:New approach and practical assessment. In: 2015 10th International Conference for Internet Technology and Secured Transactions, ICITST 2015. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 179-180. ISBN 9781908320520

Alyahyan, Saleh, Farrash, Majed and Wang, Wenjia (2016) Heterogeneous Ensemble for Imaginary Scene Classification. In: Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR. UNSPECIFIED, POL, pp. 197-204. ISBN 978-989-758-203-5

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2016) Physical activity classification meeting daily life conditions. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct - UbiComp '16. UNSPECIFIED, pp. 393-398. ISBN 9781450344623

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Palmerini, Luca, Bourke, Alan K., Ihlen, Espen A. F., Helbostad, Jorunn L. and Chiari, Lorenzo (2016) Performance evaluation of state of the art systems for physical activity classification of older subjects using inertial sensors in a real life scenario: A benchmark study. Sensors, 16 (12). ISSN 1424-8220

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Palmerini, Luca and Chiari, Lorenzo (2016) Physical activity classification using body-worn inertial sensors in a multi-sensor setup. In: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 9781509011315

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Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Hills, Jon and Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 (2016) Time-series classification with COTE: The collective of transformation-based ensembles. In: 32nd International Conference on Data Engineering (ICDE), 2016-05-16 - 2016-05-20.

Bakbergenuly, Ilyas, Kulinskaya, Elena and Morgenthaler, Stephan (2016) Inference for binomial probability based on dependent Bernoulli random variables with applications to meta-analysis and group level studies. Biometrical Journal, 58 (4). 896–914. ISSN 1521-4036

Ballard, Chris and Wang, Wenjia (2016) Dynamic ensemble selection methods for heterogeneous data mining. In: 12th World Congress on Intelligent Control and Automation (WCICA), 2016. The Institute of Electrical and Electronics Engineers (IEEE), CHN. ISBN 978-1-4673-8415-5

Bastkowski, Sarah, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Spillner, Andreas and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2016) The minimum evolution problem is hard:A link between tree inference and graph clustering problems. Bioinformatics, 32 (4). pp. 518-522. ISSN 1367-4803

Bettencourt-Silva, Joao H., Mannu, Gurdeep S. and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2016) Visualisation of Integrated Patient-Centric Data as Pathways: Enhancing Electronic Medical Records in Clinical Practice. In: Machine Learning for Health Informatics. Machine Learning for Health Informatics . Springer, pp. 99-124. ISBN 978-3-319-50477-3

Biswas, M.I., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, McClean, S., Morrow, P. and Scotney, B. (2016) A practical evaluation in openstack live migration of VMs using 10Gb/s interfaces. In: Proceedings - 2016 IEEE Symposium on Service-Oriented System Engineering, SOSE 2016. UNSPECIFIED, GBR, pp. 346-351. ISBN 978-1-5090-2253-3

Biswas, Md Israfil, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally, Morrow, Philip and Scotney, Bryan (2016) An analysis of live migration in openstack using high speed optical network. In: Proceedings of 2016 SAI Computing Conference, SAI 2016. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 1267-1272. ISBN 9781467384605

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Callaghan, Vic, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Zamudio, Victor, Clarke, Graham, Shahi, Anuroop and Gardner, Michael (2016) Domestic Pervasive Information Systems: End-user Programming of Digital Homes. In: Pervasive Information Systems. Routledge, New York, NY, pp. 145-165.

Colcombet, Thomas and Daviaud, Laure (2016) Approximate comparison of functions computed by distance automata. Theory of Computing Systems, 58 (4). pp. 579-613. ISSN 1432-4350

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Gaur, Aditya, Scotney, Bryan, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and McClean, Sally (2016) COSA: An approach to classifying uncertainty in an ontology tree for sensor data Fusion. In: SAS 2016 - Sensors Applications Symposium, Proceedings. The Institute of Electrical and Electronics Engineers (IEEE), ITA, pp. 320-325. ISBN 978-1-4799-7249-4

Gitsels, Lisanne A., Kulinskaya, Elena and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2016) Survival benefits of statins for primary prevention: a cohort study. PLoS One, 11 (11). ISSN 1932-6203

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Huber, Katharina, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Steel, Mike and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2016) Folding and unfolding phylogenetic trees and networks. Journal of Mathematical Biology, 73 (6). 1761–1780. ISSN 0303-6812

Huber, Katharina, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2016) Transforming phylogenetic networks: Moving beyond tree space. Journal of Theoretical Biology, 404. pp. 30-39. ISSN 0022-5193

Huber, Katharina T., Linz, Simone, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2016) Spaces of phylogenetic networks from generalized nearest-neighbor interchange operations. Journal of Mathematical Biology, 72 (3). pp. 699-725. ISSN 0303-6812

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Kato, Akihiro and Milner, Ben (2016) HMM-Based Speech Enhancement Using Sub-Word Models and Noise Adaptation. In: Proceedings of the Interspeech Conference 2016. International Speech Communication Association, USA, pp. 3748-3752.

Kelk, Steven, Fischer, Mareike, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2016) Reduction rules for the maximum parsimony distance on phylogenetic trees. Theoretical Computer Science, 646. pp. 1-15. ISSN 0304-3975

Kulinskaya, Elena and Dollinger, Michael B. (2016) Commentary on 'Misunderstandings about Q and "Cochran's Q test" in meta analysis'. Statistics in Medicine, 35 (4). pp. 501-502. ISSN 0277-6715

Kulinskaya, Elena, Huggins, Richard and Dogo, Samson Henry (2016) Sequential biases in accumulating evidence. Research Synthesis Methods, 7 (3). 294–305. ISSN 1759-2879

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Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Taylor, Sarah and Bagnall, Anthony (2016) HIVE-COTE: The hierarchical vote collective of transformation-based ensembles for time series classification:IEEE International Conference on Data Mining. In: IEEE ICDM 2016 conference, 2016-12-13 - 2016-12-15.

Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Grzes, Marek (2016) An improved crowdsourcing based evaluation technique for word embedding methods. In: Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, RepEval 2016 at the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016. Proceedings of the Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics (ACL), DEU, pp. 55-61. ISBN 9781945626142

Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Grześ, Marek (2016) Estimating the accuracy of spectral learning for HMMs. In: Artificial Intelligence. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer-Verlag Berlin Heidelberg, BGR, pp. 46-56. ISBN 9783319447476

Luo, Chunbo, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McClean, Sally, Peoples, Cathryn, Wang, Xinheng, Nightingale, James and Wang, Qi (2016) Relaying for 5G: A novel low-error relaying protocol. In: Proceedings - IEEE Symposium on Computers and Communications. The Institute of Electrical and Electronics Engineers (IEEE), CYP, pp. 13-18. ISBN 978-1-4673-7194-0

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McBay, Conor, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and McClean, Sally (2016) Energy Saving in Data Center Servers Using Optimal Scheduling to Ensure QoS. In: CLOUD COMPUTING 2016. UNSPECIFIED, ITA, pp. 57-60. ISBN 2308-4294

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Noppen, Johannes and Al Khatib, Sultan (2016) Benchmarking and comparison of software project human resource allocation optimization approaches. In: 14th International Doctoral Symposium on Empirical Software Engineering, 2016-09-07.

Noppen, Johannes and Al Khatib, Sultan (2016) Benchmarking and comparison of software project human resource allocation optimization approaches. In: ESEIW, 2016-09-07 - 2016-09-10, University of Castilla-La Mancha.

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Oldman, James, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001, van Iersel, Leo and Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 (2016) TriLoNet: Piecing together small networks to reconstruct reticulate evolutionary histories. Molecular Biology and Evolution, 33 (8). pp. 2151-2162. ISSN 0737-4038

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Ren, Wei, Huang, Shiyong, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Choo, Kim-Kwang Raymond (2016) LiPISC: A lightweight and flexible method for privacy-aware intersection set computation. PLoS One, 11 (6). ISSN 1932-6203

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Chen, Jyh-Cheng, Chin, Jui-Chih and Tseng, Yu-Chee (2016) Design and analysis of the key management mechanism in evolved multimedia broadcast/multicast service. IEEE Transactions on Wireless Communications, 15 (12). pp. 8463-8476. ISSN 1536-1276

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Siricharoen, P., Scotney, B., Morrow, P. and Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132 (2016) A lightweight mobile system for crop disease diagnosis. Lecture Notes in Computer Science, 9730. pp. 783-791. ISSN 0302-9743

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Taylor, Sarah, Kato, Akihiro, Milner, Ben and Matthews, Iain (2016) Audio-to-Visual Speech Conversion using Deep Neural Networks. In: Proceedings of the Interspeech Conference 2016. International Speech Communication Association, USA, pp. 1482-1486.

Thangthai, Ausdang, Milner, Ben and Taylor, Sarah (2016) Visual speech synthesis using dynamic visemes, contextual features and DNNs. In: Proceedings of the Interspeech Conference 2016. International Speech Communication Association, USA, pp. 2458-2462.

Tisan, Alin and Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 (2016) An end-user platform for FPGA-based design and rapid prototyping of feedforward artificial neural networks with on-chip backpropagation learning. IEEE Transactions on Industrial Informatics, 12 (3). pp. 1124-1133. ISSN 1551-3203

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Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 and Choi, Kwok Pui (2016) On joint subtree distributions under two evolutionary models. Theoretical Population Biology, 108. pp. 13-23. ISSN 1096-0325

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Younsi, Reda and Bagnall, Anthony (2016) Ensembles of random sphere cover classifiers. Pattern Recognition, 49. 213–225.